Item talk:Q140234

From geokb

{

 "OpenAlex": {
   "id": "https://openalex.org/A5040878653",
   "orcid": "https://orcid.org/0000-0001-8465-8341",
   "display_name": "Yolanda Gil",
   "display_name_alternatives": [
     "Yolanda Gil",
     "Gil Yolanda",
     "Yolanda Lifante Gil",
     "Y. Gil"
   ],
   "works_count": 426,
   "cited_by_count": 14008,
   "summary_stats": {
     "2yr_mean_citedness": 2.6,
     "h_index": 46,
     "i10_index": 170
   },
   "ids": {
     "openalex": "https://openalex.org/A5040878653",
     "orcid": "https://orcid.org/0000-0001-8465-8341",
     "scopus": "http://www.scopus.com/inward/authorDetails.url?authorID=7004618158&partnerID=MN8TOARS"
   },
   "affiliations": [
     {
       "institution": {
         "id": "https://openalex.org/I1174212",
         "ror": "https://ror.org/03taz7m60",
         "display_name": "University of Southern California",
         "country_code": "US",
         "type": "education",
         "lineage": [
           "https://openalex.org/I1174212"
         ]
       },
       "years": [
         2024,
         2023,
         2022,
         2021,
         2020,
         2019,
         2018,
         2017,
         2016,
         2015
       ]
     },
     {
       "institution": {
         "id": "https://openalex.org/I144571360",
         "ror": "https://ror.org/039p8pn96",
         "display_name": "Viterbo University",
         "country_code": "US",
         "type": "education",
         "lineage": [
           "https://openalex.org/I144571360"
         ]
       },
       "years": [
         2024
       ]
     },
     {
       "institution": {
         "id": "https://openalex.org/I903300897",
         "ror": "https://ror.org/01b0j0m34",
         "display_name": "Southern States University",
         "country_code": "US",
         "type": "education",
         "lineage": [
           "https://openalex.org/I903300897"
         ]
       },
       "years": [
         2023,
         2021,
         2017,
         2014
       ]
     },
     {
       "institution": {
         "id": "https://openalex.org/I1284351223",
         "ror": "https://ror.org/04za49532",
         "display_name": "Conference Board",
         "country_code": "US",
         "type": "nonprofit",
         "lineage": [
           "https://openalex.org/I1284351223"
         ]
       },
       "years": [
         2023
       ]
     },
     {
       "institution": {
         "id": "https://openalex.org/I2800817003",
         "ror": "https://ror.org/058zz0t50",
         "display_name": "Southern California University for Professional Studies",
         "country_code": "US",
         "type": "education",
         "lineage": [
           "https://openalex.org/I2800817003"
         ]
       },
       "years": [
         2022,
         2021,
         2020,
         2019,
         2018,
         2017,
         2016,
         2015,
         2014,
         2013
       ]
     },
     {
       "institution": {
         "id": "https://openalex.org/I2801652627",
         "ror": "https://ror.org/02eb0rk31",
         "display_name": "Association for the Advancement of Artificial Intelligence",
         "country_code": "US",
         "type": "nonprofit",
         "lineage": [
           "https://openalex.org/I2801652627"
         ]
       },
       "years": [
         2020
       ]
     },
     {
       "institution": {
         "id": "https://openalex.org/I1321014770",
         "ror": "https://ror.org/03wsadn68",
         "display_name": "Association for Computing Machinery",
         "country_code": "US",
         "type": "nonprofit",
         "lineage": [
           "https://openalex.org/I1321014770"
         ]
       },
       "years": [
         2020,
         2019,
         2017
       ]
     },
     {
       "institution": {
         "id": "https://openalex.org/I184840846",
         "ror": "https://ror.org/02nkdxk79",
         "display_name": "Virginia Commonwealth University",
         "country_code": "US",
         "type": "education",
         "lineage": [
           "https://openalex.org/I184840846"
         ]
       },
       "years": [
         2018
       ]
     },
     {
       "institution": {
         "id": "https://openalex.org/I217937681",
         "ror": "https://ror.org/004y8wk30",
         "display_name": "QIMR Berghofer Medical Research Institute",
         "country_code": "AU",
         "type": "facility",
         "lineage": [
           "https://openalex.org/I217937681"
         ]
       },
       "years": [
         2018
       ]
     },
     {
       "institution": {
         "id": "https://openalex.org/I2801204180",
         "ror": "https://ror.org/05wqyfz02",
         "display_name": "Marina Del Rey Hospital",
         "country_code": "US",
         "type": "healthcare",
         "lineage": [
           "https://openalex.org/I2801204180"
         ]
       },
       "years": [
         2016,
         2014,
         2013,
         2011,
         2009,
         2006,
         2005,
         2004,
         2001
       ]
     }
   ],
   "last_known_institutions": [
     {
       "id": "https://openalex.org/I144571360",
       "ror": "https://ror.org/039p8pn96",
       "display_name": "Viterbo University",
       "country_code": "US",
       "type": "education",
       "lineage": [
         "https://openalex.org/I144571360"
       ]
     },
     {
       "id": "https://openalex.org/I1174212",
       "ror": "https://ror.org/03taz7m60",
       "display_name": "University of Southern California",
       "country_code": "US",
       "type": "education",
       "lineage": [
         "https://openalex.org/I1174212"
       ]
     }
   ],
   "topics": [
     {
       "id": "https://openalex.org/T11986",
       "display_name": "Management and Reproducibility of Scientific Workflows",
       "count": 176,
       "subfield": {
         "id": "https://openalex.org/subfields/1802",
         "display_name": "Information Systems and Management"
       },
       "field": {
         "id": "https://openalex.org/fields/18",
         "display_name": "Decision Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10715",
       "display_name": "Distributed Grid Computing Systems",
       "count": 91,
       "subfield": {
         "id": "https://openalex.org/subfields/1705",
         "display_name": "Computer Networks and Communications"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10215",
       "display_name": "Semantic Web and Ontology Development",
       "count": 83,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11937",
       "display_name": "Data Sharing and Stewardship in Science",
       "count": 80,
       "subfield": {
         "id": "https://openalex.org/subfields/1710",
         "display_name": "Information Systems"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10906",
       "display_name": "Artificial Intelligence Planning and Reasoning",
       "count": 39,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11719",
       "display_name": "Data Quality Assessment and Improvement",
       "count": 22,
       "subfield": {
         "id": "https://openalex.org/subfields/1803",
         "display_name": "Management Science and Operations Research"
       },
       "field": {
         "id": "https://openalex.org/fields/18",
         "display_name": "Decision Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11010",
       "display_name": "Logic Programming and Knowledge Representation",
       "count": 15,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10456",
       "display_name": "Methods and Techniques for Agent-Based Modeling",
       "count": 13,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11710",
       "display_name": "Biomedical Ontologies and Text Mining",
       "count": 13,
       "subfield": {
         "id": "https://openalex.org/subfields/1312",
         "display_name": "Molecular Biology"
       },
       "field": {
         "id": "https://openalex.org/fields/13",
         "display_name": "Biochemistry, Genetics and Molecular Biology"
       },
       "domain": {
         "id": "https://openalex.org/domains/1",
         "display_name": "Life Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11181",
       "display_name": "Distributed Storage Systems and Network Coding",
       "count": 13,
       "subfield": {
         "id": "https://openalex.org/subfields/1705",
         "display_name": "Computer Networks and Communications"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T13067",
       "display_name": "Geological Modeling and Uncertainty Analysis",
       "count": 12,
       "subfield": {
         "id": "https://openalex.org/subfields/1906",
         "display_name": "Geochemistry and Petrology"
       },
       "field": {
         "id": "https://openalex.org/fields/19",
         "display_name": "Earth and Planetary Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10703",
       "display_name": "Workflow Mining and Business Process Management",
       "count": 12,
       "subfield": {
         "id": "https://openalex.org/subfields/1404",
         "display_name": "Management Information Systems"
       },
       "field": {
         "id": "https://openalex.org/fields/14",
         "display_name": "Business, Management and Accounting"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11891",
       "display_name": "Impact of Big Data Analytics on Business Performance",
       "count": 11,
       "subfield": {
         "id": "https://openalex.org/subfields/1404",
         "display_name": "Management Information Systems"
       },
       "field": {
         "id": "https://openalex.org/fields/14",
         "display_name": "Business, Management and Accounting"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10028",
       "display_name": "Natural Language Processing",
       "count": 11,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12478",
       "display_name": "Collaboration and Dynamics in Wikipedia Research",
       "count": 10,
       "subfield": {
         "id": "https://openalex.org/subfields/3315",
         "display_name": "Communication"
       },
       "field": {
         "id": "https://openalex.org/fields/33",
         "display_name": "Social Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11902",
       "display_name": "Effectiveness of Intelligent Tutoring Systems",
       "count": 10,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10317",
       "display_name": "Data Stream Management Systems and Techniques",
       "count": 10,
       "subfield": {
         "id": "https://openalex.org/subfields/1705",
         "display_name": "Computer Networks and Communications"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11801",
       "display_name": "Advanced Techniques in Reservoir Management",
       "count": 10,
       "subfield": {
         "id": "https://openalex.org/subfields/2212",
         "display_name": "Ocean Engineering"
       },
       "field": {
         "id": "https://openalex.org/fields/22",
         "display_name": "Engineering"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12026",
       "display_name": "Explainable Artificial Intelligence",
       "count": 9,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12607",
       "display_name": "Information Overload in Knowledge Management and Work Performance",
       "count": 9,
       "subfield": {
         "id": "https://openalex.org/subfields/1802",
         "display_name": "Information Systems and Management"
       },
       "field": {
         "id": "https://openalex.org/fields/18",
         "display_name": "Decision Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12859",
       "display_name": "Advanced Techniques in Bioimage Analysis and Microscopy",
       "count": 9,
       "subfield": {
         "id": "https://openalex.org/subfields/1304",
         "display_name": "Biophysics"
       },
       "field": {
         "id": "https://openalex.org/fields/13",
         "display_name": "Biochemistry, Genetics and Molecular Biology"
       },
       "domain": {
         "id": "https://openalex.org/domains/1",
         "display_name": "Life Sciences"
       }
     },
     {
       "id": "https://openalex.org/T13937",
       "display_name": "Challenges and Innovations in Bioinformatics Education",
       "count": 9,
       "subfield": {
         "id": "https://openalex.org/subfields/1312",
         "display_name": "Molecular Biology"
       },
       "field": {
         "id": "https://openalex.org/fields/13",
         "display_name": "Biochemistry, Genetics and Molecular Biology"
       },
       "domain": {
         "id": "https://openalex.org/domains/1",
         "display_name": "Life Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10444",
       "display_name": "Activity Recognition in Pervasive Computing Environments",
       "count": 8,
       "subfield": {
         "id": "https://openalex.org/subfields/1707",
         "display_name": "Computer Vision and Pattern Recognition"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12455",
       "display_name": "Vascular Flora of Mediterranean Europe and North Africa",
       "count": 8,
       "subfield": {
         "id": "https://openalex.org/subfields/1110",
         "display_name": "Plant Science"
       },
       "field": {
         "id": "https://openalex.org/fields/11",
         "display_name": "Agricultural and Biological Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/1",
         "display_name": "Life Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10679",
       "display_name": "QoS-Aware Web Services Composition and Semantic Matching",
       "count": 8,
       "subfield": {
         "id": "https://openalex.org/subfields/1710",
         "display_name": "Information Systems"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     }
   ],
   "topic_share": [
     {
       "id": "https://openalex.org/T11986",
       "display_name": "Management and Reproducibility of Scientific Workflows",
       "value": 0.0010576,
       "subfield": {
         "id": "https://openalex.org/subfields/1802",
         "display_name": "Information Systems and Management"
       },
       "field": {
         "id": "https://openalex.org/fields/18",
         "display_name": "Decision Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11937",
       "display_name": "Data Sharing and Stewardship in Science",
       "value": 0.0009283,
       "subfield": {
         "id": "https://openalex.org/subfields/1710",
         "display_name": "Information Systems"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10906",
       "display_name": "Artificial Intelligence Planning and Reasoning",
       "value": 0.0004403,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T13898",
       "display_name": "Cybernetics and Information Theory",
       "value": 0.0002569,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12026",
       "display_name": "Explainable Artificial Intelligence",
       "value": 0.000255,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10715",
       "display_name": "Distributed Grid Computing Systems",
       "value": 0.0002451,
       "subfield": {
         "id": "https://openalex.org/subfields/1705",
         "display_name": "Computer Networks and Communications"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12607",
       "display_name": "Information Overload in Knowledge Management and Work Performance",
       "value": 0.0002377,
       "subfield": {
         "id": "https://openalex.org/subfields/1802",
         "display_name": "Information Systems and Management"
       },
       "field": {
         "id": "https://openalex.org/fields/18",
         "display_name": "Decision Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10215",
       "display_name": "Semantic Web and Ontology Development",
       "value": 0.0002311,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T13197",
       "display_name": "End-User Software Engineering and Meta-Design",
       "value": 0.0002299,
       "subfield": {
         "id": "https://openalex.org/subfields/1712",
         "display_name": "Software"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11719",
       "display_name": "Data Quality Assessment and Improvement",
       "value": 0.0001952,
       "subfield": {
         "id": "https://openalex.org/subfields/1803",
         "display_name": "Management Science and Operations Research"
       },
       "field": {
         "id": "https://openalex.org/fields/18",
         "display_name": "Decision Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12478",
       "display_name": "Collaboration and Dynamics in Wikipedia Research",
       "value": 0.0001667,
       "subfield": {
         "id": "https://openalex.org/subfields/3315",
         "display_name": "Communication"
       },
       "field": {
         "id": "https://openalex.org/fields/33",
         "display_name": "Social Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T13274",
       "display_name": "Expert Finding in Online Communities",
       "value": 0.0001628,
       "subfield": {
         "id": "https://openalex.org/subfields/1710",
         "display_name": "Information Systems"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10456",
       "display_name": "Methods and Techniques for Agent-Based Modeling",
       "value": 0.0001364,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T14427",
       "display_name": "Hydrologic Data Management and Analysis",
       "value": 0.0001331,
       "subfield": {
         "id": "https://openalex.org/subfields/1907",
         "display_name": "Geology"
       },
       "field": {
         "id": "https://openalex.org/fields/19",
         "display_name": "Earth and Planetary Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11902",
       "display_name": "Effectiveness of Intelligent Tutoring Systems",
       "value": 0.0001285,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T13062",
       "display_name": "Theoretical Framework of Cognitive Informatics and Computational Intelligence",
       "value": 0.0001158,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10927",
       "display_name": "Trust and Reputation Systems in Online Environments",
       "value": 0.0001063,
       "subfield": {
         "id": "https://openalex.org/subfields/3312",
         "display_name": "Sociology and Political Science"
       },
       "field": {
         "id": "https://openalex.org/fields/33",
         "display_name": "Social Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11710",
       "display_name": "Biomedical Ontologies and Text Mining",
       "value": 9.9e-05,
       "subfield": {
         "id": "https://openalex.org/subfields/1312",
         "display_name": "Molecular Biology"
       },
       "field": {
         "id": "https://openalex.org/fields/13",
         "display_name": "Biochemistry, Genetics and Molecular Biology"
       },
       "domain": {
         "id": "https://openalex.org/domains/1",
         "display_name": "Life Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10470",
       "display_name": "Usability Evaluation in Human-Computer Interaction",
       "value": 9.23e-05,
       "subfield": {
         "id": "https://openalex.org/subfields/1709",
         "display_name": "Human-Computer Interaction"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11010",
       "display_name": "Logic Programming and Knowledge Representation",
       "value": 8.8e-05,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12072",
       "display_name": "Active Learning in Machine Learning Research",
       "value": 8.41e-05,
       "subfield": {
         "id": "https://openalex.org/subfields/1702",
         "display_name": "Artificial Intelligence"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T14206",
       "display_name": "Legal and Ethical Considerations of Animal Rights",
       "value": 7.99e-05,
       "subfield": {
         "id": "https://openalex.org/subfields/3308",
         "display_name": "Law"
       },
       "field": {
         "id": "https://openalex.org/fields/33",
         "display_name": "Social Sciences"
       },
       "domain": {
         "id": "https://openalex.org/domains/2",
         "display_name": "Social Sciences"
       }
     },
     {
       "id": "https://openalex.org/T12859",
       "display_name": "Advanced Techniques in Bioimage Analysis and Microscopy",
       "value": 7.94e-05,
       "subfield": {
         "id": "https://openalex.org/subfields/1304",
         "display_name": "Biophysics"
       },
       "field": {
         "id": "https://openalex.org/fields/13",
         "display_name": "Biochemistry, Genetics and Molecular Biology"
       },
       "domain": {
         "id": "https://openalex.org/domains/1",
         "display_name": "Life Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11675",
       "display_name": "Innovation and Collaboration in Open Source Community",
       "value": 7.91e-05,
       "subfield": {
         "id": "https://openalex.org/subfields/1706",
         "display_name": "Computer Science Applications"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T11704",
       "display_name": "Crowdsourcing for Research and Data Collection",
       "value": 6.82e-05,
       "subfield": {
         "id": "https://openalex.org/subfields/1706",
         "display_name": "Computer Science Applications"
       },
       "field": {
         "id": "https://openalex.org/fields/17",
         "display_name": "Computer Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     }
   ],
   "x_concepts": [
     {
       "id": "https://openalex.org/C41008148",
       "wikidata": "https://www.wikidata.org/wiki/Q21198",
       "display_name": "Computer science",
       "level": 0,
       "score": 98.4
     },
     {
       "id": "https://openalex.org/C127413603",
       "wikidata": "https://www.wikidata.org/wiki/Q11023",
       "display_name": "Engineering",
       "level": 0,
       "score": 52.1
     },
     {
       "id": "https://openalex.org/C162324750",
       "wikidata": "https://www.wikidata.org/wiki/Q8134",
       "display_name": "Economics",
       "level": 0,
       "score": 44.6
     },
     {
       "id": "https://openalex.org/C199360897",
       "wikidata": "https://www.wikidata.org/wiki/Q9143",
       "display_name": "Programming language",
       "level": 1,
       "score": 42.7
     },
     {
       "id": "https://openalex.org/C111919701",
       "wikidata": "https://www.wikidata.org/wiki/Q9135",
       "display_name": "Operating system",
       "level": 1,
       "score": 41.3
     },
     {
       "id": "https://openalex.org/C33923547",
       "wikidata": "https://www.wikidata.org/wiki/Q395",
       "display_name": "Mathematics",
       "level": 0,
       "score": 39.9
     },
     {
       "id": "https://openalex.org/C187736073",
       "wikidata": "https://www.wikidata.org/wiki/Q2920921",
       "display_name": "Management",
       "level": 1,
       "score": 39.0
     },
     {
       "id": "https://openalex.org/C154945302",
       "wikidata": "https://www.wikidata.org/wiki/Q11660",
       "display_name": "Artificial intelligence",
       "level": 1,
       "score": 38.7
     },
     {
       "id": "https://openalex.org/C2522767166",
       "wikidata": "https://www.wikidata.org/wiki/Q2374463",
       "display_name": "Data science",
       "level": 1,
       "score": 36.2
     },
     {
       "id": "https://openalex.org/C77088390",
       "wikidata": "https://www.wikidata.org/wiki/Q8513",
       "display_name": "Database",
       "level": 1,
       "score": 34.5
     },
     {
       "id": "https://openalex.org/C86803240",
       "wikidata": "https://www.wikidata.org/wiki/Q420",
       "display_name": "Biology",
       "level": 0,
       "score": 33.8
     },
     {
       "id": "https://openalex.org/C136764020",
       "wikidata": "https://www.wikidata.org/wiki/Q466",
       "display_name": "World Wide Web",
       "level": 1,
       "score": 31.7
     },
     {
       "id": "https://openalex.org/C127313418",
       "wikidata": "https://www.wikidata.org/wiki/Q1069",
       "display_name": "Geology",
       "level": 0,
       "score": 29.6
     },
     {
       "id": "https://openalex.org/C177212765",
       "wikidata": "https://www.wikidata.org/wiki/Q627335",
       "display_name": "Workflow",
       "level": 2,
       "score": 29.6
     },
     {
       "id": "https://openalex.org/C115903868",
       "wikidata": "https://www.wikidata.org/wiki/Q80993",
       "display_name": "Software engineering",
       "level": 1,
       "score": 25.4
     },
     {
       "id": "https://openalex.org/C205649164",
       "wikidata": "https://www.wikidata.org/wiki/Q1071",
       "display_name": "Geography",
       "level": 0,
       "score": 25.4
     },
     {
       "id": "https://openalex.org/C138885662",
       "wikidata": "https://www.wikidata.org/wiki/Q5891",
       "display_name": "Philosophy",
       "level": 0,
       "score": 24.2
     },
     {
       "id": "https://openalex.org/C121332964",
       "wikidata": "https://www.wikidata.org/wiki/Q413",
       "display_name": "Physics",
       "level": 0,
       "score": 23.0
     },
     {
       "id": "https://openalex.org/C17744445",
       "wikidata": "https://www.wikidata.org/wiki/Q36442",
       "display_name": "Political science",
       "level": 0,
       "score": 21.8
     }
   ],
   "counts_by_year": [
     {
       "year": 2024,
       "works_count": 1,
       "cited_by_count": 568
     },
     {
       "year": 2023,
       "works_count": 6,
       "cited_by_count": 1015
     },
     {
       "year": 2022,
       "works_count": 7,
       "cited_by_count": 1008
     },
     {
       "year": 2021,
       "works_count": 8,
       "cited_by_count": 1125
     },
     {
       "year": 2020,
       "works_count": 9,
       "cited_by_count": 909
     },
     {
       "year": 2019,
       "works_count": 20,
       "cited_by_count": 616
     },
     {
       "year": 2018,
       "works_count": 22,
       "cited_by_count": 635
     },
     {
       "year": 2017,
       "works_count": 21,
       "cited_by_count": 700
     },
     {
       "year": 2016,
       "works_count": 30,
       "cited_by_count": 558
     },
     {
       "year": 2015,
       "works_count": 31,
       "cited_by_count": 759
     },
     {
       "year": 2014,
       "works_count": 22,
       "cited_by_count": 725
     },
     {
       "year": 2013,
       "works_count": 43,
       "cited_by_count": 845
     },
     {
       "year": 2012,
       "works_count": 16,
       "cited_by_count": 717
     }
   ],
   "works_api_url": "https://api.openalex.org/works?filter=author.id:A5040878653",
   "updated_date": "2024-08-21T04:15:28.502481",
   "created_date": "2023-07-21",
   "_id": "https://openalex.org/A5040878653"
 },
 "ORCID": {
   "@context": "http://schema.org",
   "@type": "Person",
   "@id": "https://orcid.org/0000-0001-8465-8341",
   "mainEntityOfPage": "https://orcid.org/0000-0001-8465-8341",
   "givenName": "Yolanda",
   "familyName": "Gil",
   "address": {
     "addressCountry": "US",
     "@type": "PostalAddress"
   },
   "alumniOf": {
     "@type": "Organization",
     "name": "Carnegie Mellon University",
     "alternateName": "Department of Computer Science",
     "identifier": {
       "@type": "PropertyValue",
       "propertyID": "RINGGOLD",
       "value": "6612"
     }
   },
   "affiliation": {
     "@type": "Organization",
     "name": "University of Southern California",
     "alternateName": "Information Sciences Institute",
     "identifier": {
       "@type": "PropertyValue",
       "propertyID": "RINGGOLD",
       "value": "5116"
     }
   },
   "@reverse": {
     "creator": [
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.5281/zenodo.10931903",
         "name": "DISK: Automated DIscovery of Scientific Knowledge",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.5281/zenodo.10931903"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.5281/zenodo.10931904",
         "name": "DISK: Automated DIscovery of Scientific Knowledge",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.5281/zenodo.10931904"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.25754244",
         "name": "The Scientific Paper of the Future v2024 Training Materials",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.25754244"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.25754244.v1",
         "name": "The Scientific Paper of the Future v2024 Training Materials",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.25754244.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.14758575.v1",
         "name": "Automatic detection and classification of rock microstructures through machine learning",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.14758575.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.14758575",
         "name": "Automatic detection and classification of rock microstructures through machine learning",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.14758575"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1162/dint_a_00033",
         "name": "FAIR Computational Workflows",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.1162/dint_a_00033"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.60692/xd3ka-c7375",
         "name": "PaCTS 1.0: A Crowdsourced Reporting Standard for Paleoclimate Data",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.60692/xd3ka-c7375"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.60692/4kym3-w9691",
         "name": "PaCTS 1.0: A Crowdsourced Reporting Standard for Paleoclimate Data",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.60692/4kym3-w9691"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "A 20-Year Community Roadmap for Artificial Intelligence Research in the US",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "arxiv",
           "value": "arXiv:1908.02624v1"
         },
         "sameAs": "https://arxiv.org/abs/1908.02624v1"
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.5281/zenodo.2577603",
         "name": "The Linked Earth Ontology: A Modular, Extensible Representation of Open Paleoclimate Data",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.5281/zenodo.2577603"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.5281/zenodo.2577604",
         "name": "The Linked Earth Ontology: A Modular, Extensible Representation of Open Paleoclimate Data",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.5281/zenodo.2577604"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1088/1757-899x/609/4/042097",
         "name": "A personal visual comfort model: Predict individual's visual comfort using occupant eye pupil size and machine learning",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1088/1757-899x/609/4/042097"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85074425327"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/3308557.3308711",
         "name": "An intelligent interface for integrating climate, hydrology, agriculture, and socioeconomic models",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/3308557.3308711"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85074448628"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/3192335",
         "name": "Intelligent systems for geosciences: An essential research agenda",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85059613388"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/3192335"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/wi.2018.00-93",
         "name": "PSM-Flow: Probabilistic Subgraph Mining for Discovering Reusable Fragments in Workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/wi.2018.00-93"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85061915848"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1029/2019pa003632",
         "name": "PaCTS 1.0: A Crowdsourced Reporting Standard for Paleoclimate Data",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85074575344"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1029/2019pa003632"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1609/aimag.v40i4.5186",
         "name": "Reflections on Successful Research in Artificial Intelligence: An Interview with Yolanda Gil",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.1609/aimag.v40i4.5186"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Semantic workflows and machine learning for the assessment of carbon storage by urban trees",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-85077811905"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Semantic workflows for benchmark challenges: Enhancing comparability, reusability and reproducibility",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-85062763030"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/978-3-030-33752-0_18",
         "name": "Towards Automated Hypothesis Testing in Neuroscience",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85077776898"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/978-3-030-33752-0_18"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/3301275.3302324",
         "name": "Towards human-guided machine learning",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85065574181"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/3301275.3302324"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.6456074",
         "name": "EarthCube All Hands Meeting 2018 - LinkedEarth: Supporting Paleoclimate research with crowdsourced ontologies, software, and data standards",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.6456074"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.6456074.v1",
         "name": "EarthCube All Hands Meeting 2018 - LinkedEarth: Supporting Paleoclimate research with crowdsourced ontologies, software, and data standards",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.6456074.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "On reproducible AI: Towards reproducible research, open science, and digital scholarship in AI publications",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-85054057227"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/escience.2018.00132",
         "name": "Semantic software metadata for workflow exploration and evolution",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85061403156"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/escience.2018.00132"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.3233/ds-170011",
         "name": "Thoughtful artificial intelligence: Forging\u00a0a\u00a0new\u00a0partnership\u00a0for\u00a0data science\u00a0and\u00a0scientific\u00a0discovery",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.3233/ds-170011"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/978-3-319-68204-4_24",
         "name": "A controlled crowdsourcing approach for practical ontology extensions and metadata annotations",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85032199650"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/978-3-319-68204-4_24"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.future.2017.01.008",
         "name": "Abstract, link, publish, exploit: An end to end framework for workflow sharing",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85009786086"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.future.2017.01.008"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.envsoft.2017.01.024",
         "name": "Evaluation of the OntoSoft Ontology for describing metadata for legacy hydrologic modeling software",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85015670264"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.envsoft.2017.01.024"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Improving publication and reproducibility of computational experiments through workflow abstractions",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-85044578945"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.5686630.v1",
         "name": "Khider_AGUFallMeeting17_LinkedEarthPresentation",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.5686630.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.5686630",
         "name": "Khider_AGUFallMeeting17_LinkedEarthPresentation",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.5686630"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "NiW: Converting notebooks into workflows to capture dataflow and provenance",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-85044568876"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/escience.2016.7870916",
         "name": "OntoSoft: A distributed semantic registry for scientific software",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/escience.2016.7870916"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85016724045"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/escience.2016.7870918",
         "name": "Reproducibility in computer vision: Towards open publication of image analysis experiments as semantic workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85016741356"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/escience.2016.7870918"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Requirements for supporting the iterative exploration of scientific workflow variants",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-85044591461"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.future.2017.01.001",
         "name": "Scientific workflows in data analysis: Bridging expertise across multiple domains",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85010888019"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.future.2017.01.001"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "The DISK hypothesis ontology: Capturing hypothesis evolution for automated discovery",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-85044596284"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Towards automatic generation of portions of scientific papers for large multi-institutional collaborations based on semantic metadata",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-85031092898"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/3025171.3025193",
         "name": "Towards automating data narratives",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85016507062"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/3025171.3025193"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1002/2016ea000201",
         "name": "An introduction to the special issue on Geoscience Papers of the Future",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1002/2016ea000201"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85015671185"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.26913/70302016.0109.0006",
         "name": "Atlas poznawczy: W strone fundament\u00f3w wiedzy w neurokognitywistyce",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85042771250"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.26913/70302016.0109.0006"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/jsyst.2015.2484219",
         "name": "Cyber-Innovated Watershed Research at the Shale Hills Critical Zone Observatory",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/jsyst.2015.2484219"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84945946301"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/asew.2015.14",
         "name": "DRAT: An unobtrusive, scalable approach to large scale software license analysis",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84964523827"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/asew.2015.14"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/icsc.2016.89",
         "name": "Dynamically Generated Metadata and Replanning by Interleaving Workflow Generation and Execution",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84968764352"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/icsc.2016.89"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1126/science.aah6168",
         "name": "Enhancing reproducibility for computational methods",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1126/science.aah6168"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85002693425"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Preface",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84992640348"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Preface",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84992539275"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.3971994.v1",
         "name": "Requirements for workflow Representation, Exploitation and Reuse",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.3971994.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.3971994",
         "name": "Requirements for workflow Representation, Exploitation and Reuse",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.3971994"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Teaching Big data analytics skills with intelligent workflow systems",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-85007210851"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773.v9",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773.v9"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1577564.v2",
         "name": "The LONI Pipeline. Survey information on FragFlow fragment usefulness",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1577564.v2"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1002/2015ea000136",
         "name": "Toward the Geoscience Paper of the Future: Best practices for documenting and sharing research from data to software to provenance",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1002/2015ea000136"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-85010070913"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/978-3-319-25639-9_11",
         "name": "A semantic, task-centered collaborative framework for science",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/978-3-319-25639-9_11"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84952648623"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/escience.2015.76",
         "name": "A task-centered framework for computationally-grounded science collaborations",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84959050556"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/escience.2015.76"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2732158.2732181",
         "name": "A task-centered interface for on-line collaboration in science",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84958686218"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2732158.2732181"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "A virtual crowdsourcing community for open collaboration in science processes",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84963620705"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/978-3-319-16462-5_31",
         "name": "Applying W3C PROV to express geospatial provenance at feature and attribute level",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/978-3-319-16462-5_31"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84928789352"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/978-3-319-16462-5_28",
         "name": "Challenges for provenance analytics over geospatial data",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/978-3-319-16462-5_28"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84928801475"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Field data management: Integrating cyberscience and geoscience",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84949550783"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2531920",
         "name": "Human tutorial instruction in the raw",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84967157695"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2531920"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1598104.v1",
         "name": "Motif analysis results",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1598104.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2815833.2816955",
         "name": "OntoSoft: Capturing scientific software metadata",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2815833.2816955"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84997471458"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Reports of the AAAI 2014 conference workshops",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84927159137"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.websem.2015.11.002",
         "name": "Special Issue of the Journal of Web Semantics on Geospatial Semantics",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84977642986"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.websem.2015.11.002"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/978-3-319-18818-8_36",
         "name": "Supporting open collaboration in science through explicit and linked semantic description of processes",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84937459605"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/978-3-319-18818-8_36"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1614949",
         "name": "Syllabus for \"Introduction to Computational Thinking and Data Science\"",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1614949"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1614949.v1",
         "name": "Syllabus for \"Introduction to Computational Thinking and Data Science\"",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1614949.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1614949.v2",
         "name": "Syllabus for \"Introduction to Computational Thinking and Data Science\"",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1614949.v2"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773.v2",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773.v2"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773.v8",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773.v8"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773.v1",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773.v4",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773.v4"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773.v6",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773.v6"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773.v7",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773.v7"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773.v3",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773.v3"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1586773.v5",
         "name": "The Geoscience Paper of the Future: OntoSoft Training",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1586773.v5"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1572327.v1",
         "name": "The LONI Pipeline Reuse Survey Results",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1572327.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1577564",
         "name": "The LONI Pipeline. Survey information on FragFlow fragment usefulness",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1577564"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1577564.v1",
         "name": "The LONI Pipeline. Survey information on FragFlow fragment usefulness",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1577564.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2815833.2815847",
         "name": "The provenance bee wiki: Tracking the growth of semantic wiki communities",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2815833.2815847"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84997295001"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1186/s13073-015-0202-y",
         "name": "Use of semantic workflows to enhance transparency and reproducibility in clinical omics",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1186/s13073-015-0202-y"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84939458021"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1126/science.1259439",
         "name": "Amplify scientific discovery with artificial intelligence: Many human activities are a bottleneck in progress",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84907855213"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1126/science.1259439"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.future.2013.09.018",
         "name": "Common motifs in scientific workflows: An empirical analysis",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84899646625"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.future.2013.09.018"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/escience.2014.32",
         "name": "FragFlow automated fragment detection in scientific workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84919485254"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/escience.2014.32"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Intelligent workflow systems and provenance-aware software",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84911882505"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1609/aimag.v35i2.2538",
         "name": "Reports on the 2013 AAAI fall symposium series",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1609/aimag.v35i2.2538"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84904904459"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.is.2012.07.005",
         "name": "Similarity assessment and efficient retrieval of semantic workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84890122109"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.is.2012.07.005"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.6084/m9.figshare.1132491.v1",
         "name": "Supporting Material to WORKS14 paper",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.6084/m9.figshare.1132491.v1"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/eduhpc.2014.12",
         "name": "Teaching parallelism without programming: A data science curriculum for non-CS students",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/eduhpc.2014.12"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84988253844"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1371/journal.pcbi.1003542",
         "name": "Ten Simple Rules for the Care and Feeding of Scientific Data",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1371/journal.pcbi.1003542"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84901373612"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/works.2014.13",
         "name": "Towards workflow ecosystems through semantic and standard representations",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/works.2014.13"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84988221551"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/escience.2014.33",
         "name": "Workflow reuse in practice: A study of neuroimaging pipeline users",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/escience.2014.33"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84919494221"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.60692/ym3zd-qps50",
         "name": "Quantifying Reproducibility in Computational Biology: The Case of the Tuberculosis Drugome",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.60692/ym3zd-qps50"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.60692/qcdmq-4r781",
         "name": "Quantifying Reproducibility in Computational Biology: The Case of the Tuberculosis Drugome",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "doi",
           "value": "10.60692/qcdmq-4r781"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2451176.2451224",
         "name": "An initial analysis of semantic wikis",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84875854873"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2451176.2451224"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Capturing data analytics expertise with visualizations in workflows",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84898902198"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2479832.2479848",
         "name": "Detecting common scientific workflow fragments using templates and execution provenance",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2479832.2479848"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84883101714"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Discovery informatics: AI Takes a science-centered view on big data - Papers from the AAAI fall symposium, technical report: Preface",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84898880580"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2479832.2479858",
         "name": "Knowledge capture in the wild: A perspective from semantic wiki communities",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84883083324"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2479832.2479858"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2502081.2502082",
         "name": "Large-scale multimedia content analysis using scientific workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2502081.2502082"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84887426657"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/icsc.2013.70",
         "name": "Mapping semantic workflows to alternative workflow execution engines",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/icsc.2013.70"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84893903339"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1126/science.342.6162.1041-b",
         "name": "Open data: Crediting a culture of cooperation",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84888772325"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1126/science.342.6162.1041-b"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1371/journal.pone.0080278",
         "name": "Quantifying reproducibility in computational biology: The case of the tuberculosis drugome",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84896721689"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1371/journal.pone.0080278"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Reports on the 2012 AAAI fall symposium series",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84876185658"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Social knowledge collection",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84963617976"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.patrec.2012.12.015",
         "name": "Structured analysis of the ISI Atomic Pair Actions dataset using workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84885046281"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.patrec.2012.12.015"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/icsc.2013.44",
         "name": "The democratization of semantic properties: An analysis of semantic wikis",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84893918028"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/icsc.2013.44"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2534248.2534257",
         "name": "Time-bound analytic tasks on large datasets through dynamic configuration of workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84997706210"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2534248.2534257"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/isi.2013.6578793",
         "name": "Towards task-centered network models through semantic workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84883428533"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/isi.2013.6578793"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Using semantic workflows to disseminate best practices and accelerate discoveries in multi-omic data analysis",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84898908982"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "AAAI Fall Symposium - Technical Report: Preface",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84875607086"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Augmenting PROV with plans in P-PLAN: Scientific processes as linked data",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84922894962"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Automatic metadata annotation through reconstructing provenance",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84873477543"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2362394.2362397",
         "name": "Capturing common knowledge about tasks: Intelligent assistance for to-do lists",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2362394.2362397"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84983568904"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/escience.2012.6404427",
         "name": "Common motifs in scientific workflows: An empirical analysis",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/escience.2012.6404427"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84873695375"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1029/2012eo240002",
         "name": "Designing a road map for geoscience workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1029/2012eo240002"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84862548279"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Discovery informatics: AI opportunities in scientific discovery",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84875588115"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Organic data publishing: A novel approach to scientific data sharing",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84922880830"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/sc.companion.2012.24",
         "name": "Re-Using Workflow fragments across multiple data domains",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/sc.companion.2012.24"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84876529492"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1943403.1943440",
         "name": "A formal framework for combining natural instruction and demonstration for end-user programming",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1943403.1943440"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-79952741374"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/escience.2011.59",
         "name": "A framework for efficient data analytics through automatic configuration and customization of scientific workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/escience.2011.59"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84863019411"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2110497.2110504",
         "name": "A new approach for publishing workflows: Abstractions, standards, and linked data",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84857953041"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2110497.2110504"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1080/0952813x.2010.490962",
         "name": "A semantic framework for automatic generation of computational workflows using distributed data and component catalogues",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1080/0952813x.2010.490962"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-79960253596"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "A social collaboration argumentation system for generating multi-faceted answers in question and answer communities",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-80054929322"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1017/s0269888910000408",
         "name": "Interactive knowledge capture in the new millennium: How the Semantic Web changed",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-79953159722"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1017/s0269888910000408"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Linked data for network science",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84891083182"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1999676.1999720",
         "name": "LinkedDataLens: Linked data as a network of networks",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1999676.1999720"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-79960219751"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/2110497.2110507",
         "name": "Making data analysis expertise broadly accessible through workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84863263025"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/2110497.2110507"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/978-3-642-25093-4_5",
         "name": "Mind your metadata: Exploiting semantics for configuration, adaptation, and provenance in scientific workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-80055060868"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/978-3-642-25093-4_5"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/978-3-642-23291-6_4",
         "name": "Retrieval of semantic workflows with knowledge intensive similarity measures",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84856938441"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/978-3-642-23291-6_4"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.websem.2011.06.006",
         "name": "Shortipedia aggregating and curating Semantic Web data",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-80052759871"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.websem.2011.06.006"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1943403.1943439",
         "name": "TellMe: Learning procedures from tutorial instruction",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1943403.1943439"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-79952762883"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.future.2010.07.005",
         "name": "The Open Provenance Model core specification (v1.1)",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.future.2010.07.005"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-79953210348"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.3389/fninf.2011.00017",
         "name": "The cognitive atlas: Toward a knowledge foundation for cognitive neuroscience",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-84994056965"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.3389/fninf.2011.00017"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.websem.2011.05.005",
         "name": "Using provenance in the Semantic Web",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.websem.2011.05.005"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-80051550544"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1943403.1943456",
         "name": "Want world domination? Win at risk!: Matching to-do items with how-tos from the Web",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-79952745046"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1943403.1943456"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/mis.2010.9",
         "name": "Wings: Intelligent workflow-based design of computational experiments",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-79951861831"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/mis.2010.9"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Assisting scientists with complex data analysis tasks through semantic workflows",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-79960141878"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/s10586-010-0133-8",
         "name": "Parameterized specification, configuration and execution of data-intensive scientific workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-77955093373"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/s10586-010-0133-8"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1080/09528130902823698",
         "name": "Principles for interactive acquisition and validation of workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1080/09528130902823698"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-77951495580"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Reasoning about the appropriate use of private data through computational workflows",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-77955877886"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Social task networks: Personal and collaborative task formulation and management in social networking sites",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-79960131801"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Towards the integration of programming by demonstration and programming by instruction using Golog",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-79959736413"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1502650.1502716",
         "name": "A scientific workflow construction command line",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1502650.1502716"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-77953871497"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1551609.1551638",
         "name": "An integrated framework for parameter-based optimization of scientific workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-70449633075"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1551609.1551638"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/services-i.2009.55",
         "name": "Analyzing the gap between workflows and their natural language descriptions",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/services-i.2009.55"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-72849132735"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1007/978-3-642-10203-5_12",
         "name": "Determining the trustworthiness of new electronic contracts",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1007/978-3-642-10203-5_12"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-77954408061"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/e-science.2009.55",
         "name": "Expressive reusable workflow templates",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-77949786666"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/e-science.2009.55"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.3233/spr-2009-0261",
         "name": "From data to knowledge to discoveries: Artificial intelligence and scientific workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-70349118262"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.3233/spr-2009-0261"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1177/1094342009106192",
         "name": "HPC and grid computing for integrative biomedical research",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-68249112331"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1177/1094342009106192"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "K-CAP'09 Proceedings of the Fifth International Conference on Knowledge Capture: Foreword",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-70449657875"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Scaffolding instructions to learn procedures from users",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-70350475296"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1597735.1597757",
         "name": "Workflow matching using semantic metadata",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-70449669101"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1597735.1597757"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Automating to-do lists for users: Interpretation of to-dos for selecting and tasking agents",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-57749207692"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/ipdps.2008.4536411",
         "name": "Designing and parameterizing a workflow for optimization: A case study in biomedical imaging",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/ipdps.2008.4536411"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-51049107279"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Developing a meta-level problem solver for integrated learners",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-66149173534"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1002/cpe.1228",
         "name": "Provenance trails in the Wings/Pegasus system",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-41149091722"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1002/cpe.1228"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/ms.2008.92",
         "name": "Scientific software as workflows: From discovery to distribution",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/ms.2008.92"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-47149088803"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/jproc.2008.917733",
         "name": "Self-configuring applications for heterogeneous systems: Program composition and optimization using cognitive techniques",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/jproc.2008.917733"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-64549111741"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1002/cpe.1233",
         "name": "Special issue: The first Provenance Challenge",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-41149142463"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1002/cpe.1233"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1378773.1378822",
         "name": "Towards intelligent assistance for to-do lists",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-57349118516"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1378773.1378822"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.websem.2007.03.002",
         "name": "A survey of trust in computer science and the Semantic Web",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.websem.2007.03.002"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-34249811174"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Enhancing interaction with to-do lists using artificial assistants",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-37349089370"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/mc.2007.421",
         "name": "Examining the challenges of scientific workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/mc.2007.421"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-47149093812"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.ijhcs.2007.06.003",
         "name": "Incorporating tutoring principles into interactive knowledge acquisition",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-34547843639"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.ijhcs.2007.06.003"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/ipdps.2007.370490",
         "name": "Intelligent optimization of parallel and distributed applications",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-34548714046"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/ipdps.2007.370490"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.websem.2006.12.001",
         "name": "Introduction to the special issue of JWS with selected papers from ISWC 2005",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-33847232968"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.websem.2006.12.001"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1273360.1273370",
         "name": "On the black art of designing computational workflows",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-34548080380"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1273360.1273370"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Privacy enforcement in data analysis workflows",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84884623812"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.websem.2007.09.005",
         "name": "Towards content trust of web resources",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-36549050469"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.websem.2007.09.005"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Towards privacy aware data analysis workflows for e-Science",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-51849085568"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Wings for Pegasus: Creating large-scale scientific applications using semantic representations of computational workflows",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-36348933309"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Workflow composition: Semantic representations for flexible automation",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-59849128974"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "AAAI-06 Conference Preface",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-33750723800"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/e-science.2006.261077",
         "name": "Managing large-scale scientific workflows in distributed environments: Experiences and challenges",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-38449102277"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/e-science.2006.261077"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Metadata catalogs with semantic representations",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-33750038554"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.websem.2006.03.002",
         "name": "On agents and grids: Creating the fabric for a new generation of distributed intelligent systems",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.websem.2006.03.002"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-33744979741"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Semantic metadata generation for large scientific workflows",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-33845461041"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1135777.1135861",
         "name": "Towards content trust of web resources",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-34250659797"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1135777.1135861"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Wings for pegasus: A semantic approach to creating very large scientific workflows",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84884607866"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "An analysis of knowledge collected from volunteer contributors",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-29344449526"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Description logics and planning",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-21244489711"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1088622.1088630",
         "name": "Improving the design of intelligent acquisition interfaces for collecting world knowledge from web contributors",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1088622.1088630"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-33746087297"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Lecture Notes in Compupter Science (including subseries Lectures Notes in Artificial Intelligence and Lecture Notes in Bioinformatics): Preface",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-33646404043"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1155/2005/128026",
         "name": "Pegasus: A framework for mapping complex scientific workflows onto distributed systems",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-29644434815"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1155/2005/128026"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1084805.1084811",
         "name": "Simplifying construction of complex workflows for non-expert users of the Southern California earthquake center community modeling environment",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1084805.1084811"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-31444443399"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/ccgrid.2005.1558639",
         "name": "Task scheduling strategies for workflow-based applications in grids",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-33751119203"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/ccgrid.2005.1558639"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Towards managing knowledge collection from volunteer contributors",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-32944470372"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1145/1040830.1040864",
         "name": "User interfaces with semi-formal representations: A study of designing argumentation structures",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1145/1040830.1040864"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-33644587418"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/j.websem.2003.12.003",
         "name": "A short study on the success of the Gene Ontology",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-15544375315"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/j.websem.2003.12.003"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "An intelligent assistant for interactive workflow composition",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-9444230305"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Artemis: Integrating scientific data on the grid",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-9444268035"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/mis.2004.1265882",
         "name": "Artificial Intelligence and Grids: Workflow Planning and Beyond",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/mis.2004.1265882"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-10744228053"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1109/mis.2004.24",
         "name": "Automatically composed workflows for grid environments",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1109/mis.2004.24"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-4344593855"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Incremental formalization of document annotations through ontology-based paraphrasing",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-19944369797"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Pegasus and the pulsar search: From metadata to execution on the grid",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-35048891555"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Pegasus: Mapping scientific workflows onto the grid",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-35048884571"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Planning and metadata on the computational grid",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-22244493925"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Towards interactive composition of semantic web services",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-22244451705"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1023/a:1024000426962",
         "name": "Mapping abstract complex workflows onto grid environments",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-33751095033"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1023/a:1024000426962"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "Proactive dialogue for interactive knowledge capture",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84880813397"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Deriving acquisition principles from tutoring principles",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84943256202"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Electric Elves agent technology for supporting human organizations",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0036610104"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "IKRAFT: Interactive knowledge representation and acquisition from text",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84947437912"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Report on the first international conference on knowledge capture (K-CAP)",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0036955914"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "TRELLIS: An interactive tool for capturing information analysis and decision making",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84947438424"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Trusting information sources one citizen at a time",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84866241075"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "An integrated environment for knowledge acquisition",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0035005453"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Electric Elves: Applying agent technology to support human organizations",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0035740001"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Knowledge analysis on process models",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-84880908066"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Knowledge entry as the graphical assembly of components",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0035789553"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "PHOSPHORUS: A task-based agent matchmaker",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0034826812"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1080/09528130110100261",
         "name": "User studies of knowledge acquisition tools: Methodology and lessons learned",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1080/09528130110100261"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-0035563228"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "User studies of an interdependency-based interface for acquiring problem-solving knowledge",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0033688675"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Deriving expectations to guide knowledge base creation",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0032596623"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Designing scripts to guide users in modifying knowledge-based systems",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0032596616"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Modifying knowledge bases using scripts",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0031380201"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Script-based approach to modifying knowledge bases",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0031361253"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Explicit representation of problem-solving strategies to support knowledge acquisition",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0030358982"
         }
       },
       {
         "@type": "CreativeWork",
         "name": "Knowledge refinement in a reflective architecture",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-0028574682"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1006/knac.1994.1009",
         "name": "Towards method-independent knowledge acquisition",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-0347476311"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1006/knac.1994.1009"
           }
         ]
       },
       {
         "@type": "CreativeWork",
         "name": "EXPECT: Intelligent support for knowledge base refinement",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "eid",
           "value": "2-s2.0-5844356837"
         }
       },
       {
         "@type": "CreativeWork",
         "@id": "https://doi.org/10.1016/0004-3702(89)90047-7",
         "name": "Explanation-based learning:A problem solving perspective",
         "identifier": [
           {
             "@type": "PropertyValue",
             "propertyID": "doi",
             "value": "10.1016/0004-3702(89)90047-7"
           },
           {
             "@type": "PropertyValue",
             "propertyID": "eid",
             "value": "2-s2.0-0024733810"
           }
         ]
       }
     ]
   },
   "url": "http://www.isi.edu/~gil/",
   "identifier": {
     "@type": "PropertyValue",
     "propertyID": "Scopus Author ID",
     "value": "7004618158"
   }
 }

}