{"id":"https://openalex.org/W2042308801","doi":"https://doi.org/10.4018/jswis.2011040101","title":"Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules","display_name":"Semi-Automatic Ontology Construction by Exploiting Functional Dependencies and Association Rules","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2042308801","doi":"https://doi.org/10.4018/jswis.2011040101","mag":"2042308801"},"language":"en","primary_location":{"id":"doi:10.4018/jswis.2011040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jswis.2011040101","pdf_url":null,"source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Semantic Web and Information Systems","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/A5001746215","display_name":"Luca Cagliero","orcid":"https://orcid.org/0000-0002-7185-5247"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca Cagliero","raw_affiliation_strings":["Politecnico di Torino, Italy","Politecnico di Torino, (Italy)"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Politecnico di Torino, (Italy)","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053742461","display_name":"Tania Cerquitelli","orcid":"https://orcid.org/0000-0002-9039-6226"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tania Cerquitelli","raw_affiliation_strings":["Politecnico di Torino, Italy","Politecnico di Torino, (Italy)"],"affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Politecnico di Torino, (Italy)","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074057809","display_name":"Paolo Garza","orcid":"https://orcid.org/0000-0002-1263-7522"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Garza","raw_affiliation_strings":["Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001746215"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.4232,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68190694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"7","issue":"2","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9993000030517578,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9991999864578247,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8193374872207642},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.7214088439941406},{"id":"https://openalex.org/keywords/functional-dependency","display_name":"Functional dependency","score":0.6743791103363037},{"id":"https://openalex.org/keywords/assertion","display_name":"Assertion","score":0.6222690343856812},{"id":"https://openalex.org/keywords/schema","display_name":"Schema (genetic algorithms)","score":0.6135124564170837},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5604495406150818},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5308834910392761},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5065988302230835},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4857216477394104},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4623170495033264},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4172450602054596},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4114062190055847},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3431171178817749},{"id":"https://openalex.org/keywords/relational-database","display_name":"Relational database","score":0.23352470993995667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23122408986091614},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.12153783440589905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8193374872207642},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7214088439941406},{"id":"https://openalex.org/C26320393","wikidata":"https://www.wikidata.org/wiki/Q597053","display_name":"Functional dependency","level":3,"score":0.6743791103363037},{"id":"https://openalex.org/C40422974","wikidata":"https://www.wikidata.org/wiki/Q741248","display_name":"Assertion","level":2,"score":0.6222690343856812},{"id":"https://openalex.org/C52146309","wikidata":"https://www.wikidata.org/wiki/Q7431116","display_name":"Schema (genetic algorithms)","level":2,"score":0.6135124564170837},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5604495406150818},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5308834910392761},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5065988302230835},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4857216477394104},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4623170495033264},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4172450602054596},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4114062190055847},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3431171178817749},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.23352470993995667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23122408986091614},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.12153783440589905},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.4018/jswis.2011040101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jswis.2011040101","pdf_url":null,"source":{"id":"https://openalex.org/S181240966","display_name":"International Journal on Semantic Web and Information Systems","issn_l":"1552-6283","issn":["1552-6283","1552-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Semantic Web and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jswis0:v:7:y:2011:i:2:p:1-22","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jswis.2011040101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:porto.polito.it:2460917","is_oa":false,"landing_page_url":"http://porto.polito.it/2460917/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:1552-6283","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:re.public.polimi.it:11311/608953","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/608953","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1506285740","https://openalex.org/W1520890006","https://openalex.org/W1551340092","https://openalex.org/W1555563750","https://openalex.org/W1559013041","https://openalex.org/W1578713636","https://openalex.org/W1787954275","https://openalex.org/W1790954942","https://openalex.org/W1938740620","https://openalex.org/W1994962776","https://openalex.org/W1997520998","https://openalex.org/W2012161809","https://openalex.org/W2057084888","https://openalex.org/W2078693345","https://openalex.org/W2091478531","https://openalex.org/W2098162425","https://openalex.org/W2106540631","https://openalex.org/W2117849706","https://openalex.org/W2124269710","https://openalex.org/W2132232128","https://openalex.org/W2132877593","https://openalex.org/W2149532506","https://openalex.org/W2161180563","https://openalex.org/W2166549982","https://openalex.org/W2482589566","https://openalex.org/W2982720039","https://openalex.org/W3004180788","https://openalex.org/W3146347964","https://openalex.org/W4293690910","https://openalex.org/W6631025736","https://openalex.org/W6671611538"],"related_works":["https://openalex.org/W2392606101","https://openalex.org/W2072918301","https://openalex.org/W3162070149","https://openalex.org/W2489943546","https://openalex.org/W2133756937","https://openalex.org/W2385315033","https://openalex.org/W2362842011","https://openalex.org/W1845544376","https://openalex.org/W1839867872","https://openalex.org/W2048090520"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"novel":[4],"semi-automatic":[5],"approach":[6],"to":[7,43,54,71,117,138,159],"construct":[8],"conceptual":[9,74],"ontologies":[10],"over":[11],"structured":[12],"data":[13,32,80,106,132,168],"by":[14,58],"exploiting":[15],"both":[16],"the":[17,22,48,55,79,94,97,102,112,119,143,153,165,172,175,180],"schema":[18,81],"and":[19,31,39,108,128,134,162,185],"content":[20,133],"of":[21,50,78,87,96,148,174],"input":[23],"dataset.":[24],"It":[25],"effectively":[26,90],"combines":[27],"two":[28],"well-founded":[29],"database":[30],"mining":[33,122,155],"techniques,":[34],"i.e.,":[35],"functional":[36,66,149],"dependency":[37,150],"discovery":[38],"association":[40,120],"rule":[41,121,154],"mining,":[42],"support":[44,91],"domain":[45],"experts":[46],"in":[47,93,171],"construction":[49],"meaningful":[51],"ontologies,":[52],"tailored":[53],"analyzed":[56],"data,":[57],"using":[59],"Description":[60],"Logic":[61],"(DL).":[62],"To":[63],"this":[64],"aim,":[65],"dependencies":[67,114],"are":[68,115,136],"first":[69],"discovered":[70,88],"highlight":[72],"valuable":[73,140],"relationships":[75],"among":[76,83,131],"attributes":[77],"(i.e.,":[82,101,179],"concepts).":[84],"The":[85,146],"set":[86],"correlations":[89,130],"analysts":[92,158],"assertion":[95,173],"Tbox":[98],"ontological":[99,177],"statements":[100,103,178,181],"involving":[104,182],"shared":[105],"conceptualizations":[107],"their":[109,186],"relationships).":[110,187],"Then,":[111],"analyst-validated":[113],"exploited":[116],"drive":[118],"process.":[123],"Association":[124],"rules":[125],"represent":[126],"relevant":[127],"hidden":[129],"they":[135],"used":[137],"provide":[139],"knowledge":[141],"at":[142],"instance":[144],"level.":[145],"pushing":[147],"constraints":[151],"into":[152,161],"process":[156],"allows":[157],"look":[160],"exploit":[163],"only":[164],"most":[166],"significant":[167],"item":[169],"recurrences":[170],"Abox":[176],"concept":[183],"instances":[184]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}