{"id":"https://openalex.org/W2199831108","doi":"https://doi.org/10.3233/ao-150154","title":"Ontology-driven conceptual modeling: A\u00a0systematic literature mapping and review","display_name":"Ontology-driven conceptual modeling: A\u00a0systematic literature mapping and review","publication_year":2015,"publication_date":"2015-12-04","ids":{"openalex":"https://openalex.org/W2199831108","doi":"https://doi.org/10.3233/ao-150154","mag":"2199831108"},"language":"en","primary_location":{"id":"doi:10.3233/ao-150154","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ao-150154","pdf_url":null,"source":{"id":"https://openalex.org/S31619775","display_name":"Applied Ontology","issn_l":"1570-5838","issn":["1570-5838","1875-8533"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Ontology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061499765","display_name":"Micha\u00ebl Verdonck","orcid":"https://orcid.org/0000-0002-1927-3151"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Micha\u00ebl Verdonck","raw_affiliation_strings":["Faculty of Economics and Business Administration, Ghent University, Tweekerkenstraat 2, Ghent, Belgium. E-mails:\u00a0Michael.Verdonck@UGent.be,\u00a0Frederik.Gailly@UGent.be,\u00a0Geert.Poels@UGent.be"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics and Business Administration, Ghent University, Tweekerkenstraat 2, Ghent, Belgium. E-mails:\u00a0Michael.Verdonck@UGent.be,\u00a0Frederik.Gailly@UGent.be,\u00a0Geert.Poels@UGent.be","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001688467","display_name":"Frederik Gailly","orcid":"https://orcid.org/0000-0003-0481-9745"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Frederik Gailly","raw_affiliation_strings":["Faculty of Economics and Business Administration, Ghent University, Tweekerkenstraat 2, Ghent, Belgium. E-mails:\u00a0Michael.Verdonck@UGent.be,\u00a0Frederik.Gailly@UGent.be,\u00a0Geert.Poels@UGent.be"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics and Business Administration, Ghent University, Tweekerkenstraat 2, Ghent, Belgium. E-mails:\u00a0Michael.Verdonck@UGent.be,\u00a0Frederik.Gailly@UGent.be,\u00a0Geert.Poels@UGent.be","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071422923","display_name":"Sergio de Cesare","orcid":"https://orcid.org/0000-0002-2559-0567"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sergio de Cesare","raw_affiliation_strings":["Brunel Business School, Brunel University London, Kingston Lane, Uxbridge, London, UB8 3PH, UK. E-mail:\u00a0Sergio.deCesare@brunel.ac.uk"],"affiliations":[{"raw_affiliation_string":"Brunel Business School, Brunel University London, Kingston Lane, Uxbridge, London, UB8 3PH, UK. E-mail:\u00a0Sergio.deCesare@brunel.ac.uk","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003029875","display_name":"Geert Poels","orcid":"https://orcid.org/0000-0001-9247-6150"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Geert Poels","raw_affiliation_strings":["Faculty of Economics and Business Administration, Ghent University, Tweekerkenstraat 2, Ghent, Belgium. E-mails:\u00a0Michael.Verdonck@UGent.be,\u00a0Frederik.Gailly@UGent.be,\u00a0Geert.Poels@UGent.be"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics and Business Administration, Ghent University, Tweekerkenstraat 2, Ghent, Belgium. E-mails:\u00a0Michael.Verdonck@UGent.be,\u00a0Frederik.Gailly@UGent.be,\u00a0Geert.Poels@UGent.be","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5061499765"],"corresponding_institution_ids":["https://openalex.org/I32597200"],"apc_list":null,"apc_paid":null,"fwci":6.5762,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.96573839,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":"3-4","first_page":"197","last_page":"227"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9983999729156494,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9970999956130981,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7444776892662048},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7141631841659546},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.6551114916801453},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6171620488166809},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.6071653366088867},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5998887419700623},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4949793219566345},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4547194838523865},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42221519351005554},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4221256375312805},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.14892709255218506}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7444776892662048},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7141631841659546},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.6551114916801453},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6171620488166809},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.6071653366088867},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5998887419700623},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4949793219566345},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4547194838523865},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42221519351005554},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4221256375312805},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.14892709255218506},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3233/ao-150154","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ao-150154","pdf_url":null,"source":{"id":"https://openalex.org/S31619775","display_name":"Applied Ontology","issn_l":"1570-5838","issn":["1570-5838","1875-8533"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Ontology","raw_type":"journal-article"},{"id":"pmh:oai:westminsterresearch.westminster.ac.uk:q2xvz","is_oa":false,"landing_page_url":"https://doi.org/10.3233/AO-150154","pdf_url":null,"source":{"id":"https://openalex.org/S4306400277","display_name":"WestminsterResearch (University of Westminster)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94951947","host_organization_name":"University of Westminster","host_organization_lineage":["https://openalex.org/I94951947"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:westminsterresearch.wmin.ac.uk:20171","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400277","display_name":"WestminsterResearch (University of Westminster)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94951947","host_organization_name":"University of Westminster","host_organization_lineage":["https://openalex.org/I94951947"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:archive.ugent.be:6984659","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-6984659","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1570-5838","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/11969","is_oa":false,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/11969","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":97,"referenced_works":["https://openalex.org/W4214443","https://openalex.org/W10083169","https://openalex.org/W23379275","https://openalex.org/W29715005","https://openalex.org/W30358031","https://openalex.org/W64819943","https://openalex.org/W65349074","https://openalex.org/W87027504","https://openalex.org/W126867939","https://openalex.org/W158868054","https://openalex.org/W159389675","https://openalex.org/W167745493","https://openalex.org/W195849850","https://openalex.org/W1276866904","https://openalex.org/W1427913236","https://openalex.org/W1491264773","https://openalex.org/W1509876026","https://openalex.org/W1511680432","https://openalex.org/W1514344054","https://openalex.org/W1516346799","https://openalex.org/W1529484608","https://openalex.org/W1531132210","https://openalex.org/W1558374915","https://openalex.org/W1567212218","https://openalex.org/W1582960532","https://openalex.org/W1597552797","https://openalex.org/W1603817967","https://openalex.org/W1605533097","https://openalex.org/W1842108377","https://openalex.org/W1870346413","https://openalex.org/W1967465431","https://openalex.org/W1974456464","https://openalex.org/W1977126651","https://openalex.org/W1979957767","https://openalex.org/W1980243955","https://openalex.org/W1989135877","https://openalex.org/W1990524302","https://openalex.org/W1991183254","https://openalex.org/W1994885765","https://openalex.org/W1997383729","https://openalex.org/W2008857148","https://openalex.org/W2012656354","https://openalex.org/W2018569661","https://openalex.org/W2022543176","https://openalex.org/W2035736504","https://openalex.org/W2036848903","https://openalex.org/W2043640532","https://openalex.org/W2050287600","https://openalex.org/W2054877662","https://openalex.org/W2056420273","https://openalex.org/W2062844155","https://openalex.org/W2063670358","https://openalex.org/W2075192667","https://openalex.org/W2075886324","https://openalex.org/W2076622132","https://openalex.org/W2078493610","https://openalex.org/W2085736663","https://openalex.org/W2093823648","https://openalex.org/W2094680704","https://openalex.org/W2098239681","https://openalex.org/W2104511564","https://openalex.org/W2106361952","https://openalex.org/W2107481191","https://openalex.org/W2108234081","https://openalex.org/W2111199933","https://openalex.org/W2113035899","https://openalex.org/W2114215601","https://openalex.org/W2115121100","https://openalex.org/W2118328848","https://openalex.org/W2119007204","https://openalex.org/W2124957697","https://openalex.org/W2125615283","https://openalex.org/W2130205059","https://openalex.org/W2136451344","https://openalex.org/W2139898472","https://openalex.org/W2140629797","https://openalex.org/W2141946577","https://openalex.org/W2142152227","https://openalex.org/W2154107215","https://openalex.org/W2155603783","https://openalex.org/W2157666137","https://openalex.org/W2492831428","https://openalex.org/W2993843171","https://openalex.org/W2994533252","https://openalex.org/W3142609019","https://openalex.org/W3151685851","https://openalex.org/W4232379621","https://openalex.org/W4239307578","https://openalex.org/W4239646424","https://openalex.org/W4242358680","https://openalex.org/W6631651162","https://openalex.org/W6636226227","https://openalex.org/W6656335931","https://openalex.org/W6675428853","https://openalex.org/W6676051927","https://openalex.org/W6723264995","https://openalex.org/W6746392156"],"related_works":["https://openalex.org/W4251394462","https://openalex.org/W1580673008","https://openalex.org/W1510936208","https://openalex.org/W2486167009","https://openalex.org/W1595575899","https://openalex.org/W756498608","https://openalex.org/W2135201366","https://openalex.org/W4285395220","https://openalex.org/W4283815787","https://openalex.org/W4200475773"],"abstract_inverted_index":{"Ontology-driven":[0],"conceptual":[1],"modeling":[2],"(ODCM)":[3],"is":[4,19,92,108,132,159],"still":[5,20],"a":[6,112,117,139,160],"relatively":[7],"new":[8],"research":[9,26,38,59,72,88,103,144,184,195],"domain":[10],"in":[11,27,52,135,149],"the":[12,25,34,49,56,65,68,71,80,129,143,150,156,171,174],"field":[13],"of":[14,36,58,70,79,110,142,173],"information":[15],"systems":[16],"and":[17,32,74,85,98,102,116,127,163,166,190],"there":[18,181],"much":[21],"discussion":[22],"on":[23,155,170],"how":[24],"ODCM":[28],"should":[29,39,187],"be":[30,188],"performed":[31,63,148],"what":[33],"focus":[35],"this":[37,42],"be.":[40],"Therefore,":[41],"article":[43],"aims":[44,124],"to":[45,54,89,94,137],"critically":[46],"surve":[47],"y":[48],"existing":[50],"literature":[51,106],"order":[53,136],"assess":[55],"kind":[57],"that":[60,91,131,145,180,186,197],"has":[61,146],"been":[62,147],"over":[64],"years,":[66],"analyze":[67],"nature":[69],"contributions":[73],"establish":[75],"its":[76],"current":[77],"state":[78],"art":[81],"by":[82],"positioning,":[83],"evaluating":[84],"interpreting":[86],"relevant":[87],"date":[90],"related":[93],"ODCM.":[95],"To":[96],"understand":[97],"identify":[99],"any":[100],"gaps":[101,185],"opportunities,":[104],"our":[105],"study":[107,115,123,154],"composed":[109,193],"both":[111],"systematic":[113,118],"mapping":[114,122],"review":[119,153],"study.":[120],"The":[121],"at":[125],"structuring":[126],"classifying":[128],"area":[130],"being":[133],"investigated":[134],"give":[138],"general":[140],"overview":[141],"field.":[151],"A":[152],"other":[157],"hand":[158],"more":[161],"thorough":[162],"rigorous":[164],"inquiry":[165],"provides":[167],"recommendations":[168],"based":[169],"strength":[172],"found":[175],"evidence.":[176],"Our":[177],"results":[178],"indicate":[179],"are":[182,198],"several":[183,194],"addressed":[189],"we":[191],"further":[192],"opportunities":[196],"possible":[199],"areas":[200],"for":[201],"future":[202],"research.":[203]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
