{"id":"https://openalex.org/W3130047231","doi":"https://doi.org/10.5220/0010315503140321","title":"SciModeler: A Metamodel and Graph Database for Consolidating Scientific Knowledge by Linking Empirical Data with Theoretical Constructs","display_name":"SciModeler: A Metamodel and Graph Database for Consolidating Scientific Knowledge by Linking Empirical Data with Theoretical Constructs","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3130047231","doi":"https://doi.org/10.5220/0010315503140321","mag":"3130047231"},"language":"en","primary_location":{"id":"doi:10.5220/0010315503140321","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010315503140321","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Model-Driven Engineering and Software Development","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0010315503140321","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045714189","display_name":"Raoul Nuijten","orcid":"https://orcid.org/0000-0003-0125-7708"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Raoul Nuijten","raw_affiliation_strings":["School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands, --- Select a Country ---","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073400477","display_name":"Pieter Van Gorp","orcid":"https://orcid.org/0000-0001-5197-3986"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Pieter Van Gorp","raw_affiliation_strings":["School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands, --- Select a Country ---","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045714189"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.4079,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6665291,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"314","last_page":"321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9873999953269958,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9873999953269958,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9690999984741211,"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/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9460999965667725,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.8335004448890686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.755298376083374},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.6211426258087158},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5122191309928894},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.49217313528060913},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.48458564281463623},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.42434561252593994},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3871016502380371},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3853868842124939},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3748045563697815},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3375794291496277},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.33605948090553284},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3318120837211609},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09923350811004639}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8335004448890686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.755298376083374},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.6211426258087158},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5122191309928894},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49217313528060913},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.48458564281463623},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.42434561252593994},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3871016502380371},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3853868842124939},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3748045563697815},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3375794291496277},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.33605948090553284},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3318120837211609},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09923350811004639},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0010315503140321","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010315503140321","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Model-Driven Engineering and Software Development","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire/a87e2c22-c522-4a06-a827-248f0bd7821c","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/a87e2c22-c522-4a06-a827-248f0bd7821c","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nuijten, R C Y & Van Gorp, P 2021, SciModeler: A Metamodel and Graph Database for Consolidating Scientific Knowledge by Linking Empirical Data with Theoretical Constructs. in S Hammoudi, L F Pires, E Seidewitz & R Soley (eds), Proceedings of the 9th International Conference on Model-Driven Engineering and Software Development - Volume 1: MODELSWARD. SciTePress Digital Library, pp. 314-321, 9th International Conference on Model-Driven Engineering and Software Development, Vienna, Austria, 8/02/21. https://doi.org/10.5220/0010315503140321","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/a87e2c22-c522-4a06-a827-248f0bd7821c","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/a87e2c22-c522-4a06-a827-248f0bd7821c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 9th International Conference on Model-Driven Engineering and Software Development - Volume 1: MODELSWARD, 314 - 321","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"doi:10.5220/0010315503140321","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010315503140321","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Model-Driven Engineering and Software Development","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W574136202","https://openalex.org/W1501914921","https://openalex.org/W1569223996","https://openalex.org/W1577940501","https://openalex.org/W2052729098","https://openalex.org/W2076327529","https://openalex.org/W2112145696","https://openalex.org/W2125920251","https://openalex.org/W2132253094","https://openalex.org/W2136608905","https://openalex.org/W2145208874","https://openalex.org/W2146518764","https://openalex.org/W2761946449","https://openalex.org/W2888939741","https://openalex.org/W2979350863","https://openalex.org/W2983459370","https://openalex.org/W2996018070","https://openalex.org/W3127702745","https://openalex.org/W4237356565"],"related_works":["https://openalex.org/W3005218912","https://openalex.org/W2614770353","https://openalex.org/W3200449081","https://openalex.org/W2326518252","https://openalex.org/W4226370857","https://openalex.org/W3127753314","https://openalex.org/W3044187822","https://openalex.org/W3205049642","https://openalex.org/W4226126822","https://openalex.org/W4288083289"],"abstract_inverted_index":{"An":[0],"important":[1],"purpose":[2],"of":[3,22,35,77],"science":[4],"is":[5,16,41,84],"building":[6],"and":[7,25,55,91],"advancing":[8],"general":[9],"theories":[10,27,90],"from":[11],"empirical":[12,23,36,67,93],"data.":[13,68],"This":[14],"process":[15],"complicated":[17],"by":[18,62],"the":[19,32,75,82,105],"immense":[20],"volume":[21],"data":[24,37],"scientific":[26,60,89],"in":[28],"some":[29],"fields.":[30],"Particularly,":[31],"systematic":[33],"linking":[34,63],"with":[38,66],"theoretical":[39,64],"constructs":[40,65],"currently":[42],"lacking.":[43],"Within":[44],"this":[45],"article,":[46],"we":[47,102],"propose":[48],"a":[49,53,71],"prototypical":[50],"solution":[51],"(i.e.,":[52],"metamodel":[54],"graph":[56],"database)":[57],"for":[58],"consolidating":[59],"knowledge":[61],"We":[69],"conducted":[70],"case":[72],"study":[73],"within":[74],"field":[76],"health":[78],"behavior":[79],"change":[80],"where":[81],"system":[83,106],"used":[85],"to":[86,110],"record":[87],"three":[88,92],"studies":[94],"as":[95,97],"well":[96],"their":[98],"mutual":[99],"links.":[100],"Finally,":[101],"demonstrate":[103],"how":[104],"can":[107],"be":[108],"queried":[109],"accumulate":[111],"knowledge.":[112]},"counts_by_year":[{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}