{"id":"https://openalex.org/W2913916789","doi":"https://doi.org/10.1007/s10844-019-00545-0","title":"CBSSD: community-based semantic subgroup discovery","display_name":"CBSSD: community-based semantic subgroup discovery","publication_year":2019,"publication_date":"2019-01-26","ids":{"openalex":"https://openalex.org/W2913916789","doi":"https://doi.org/10.1007/s10844-019-00545-0","mag":"2913916789"},"language":"en","primary_location":{"id":"doi:10.1007/s10844-019-00545-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10844-019-00545-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10844-019-00545-0.pdf","source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10844-019-00545-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007096285","display_name":"Bla\u017e \u0160krlj","orcid":"https://orcid.org/0000-0002-9916-8756"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210113529","display_name":"Jo\u017eef Stefan International Postgraduate School","ror":"https://ror.org/01hdkb925","country_code":"SI","type":"education","lineage":["https://openalex.org/I4210113529"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Bla\u017e \u0160krlj","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","Jo\u017eef Stefan International Postgratuate School, Jamova 39, 1000, Ljubljana, Slovenia","Jo\u017eef Stefan International Postgratuate School, Ljubljana, Slovenia","Jo\u017eef Stefan Institute, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Jo\u017eef Stefan International Postgratuate School, Jamova 39, 1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210113529"]},{"raw_affiliation_string":"Jo\u017eef Stefan International Postgratuate School, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I4210113529"]},{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054514708","display_name":"Jan Kralj","orcid":"https://orcid.org/0000-0002-5770-9139"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Jan Kralj","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","Jo\u017eef Stefan Institute, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060174190","display_name":"Nada Lavra\u010d","orcid":"https://orcid.org/0000-0002-9995-7093"},"institutions":[{"id":"https://openalex.org/I192455894","display_name":"University of Nova Gorica","ror":"https://ror.org/00mw0tw28","country_code":"SI","type":"education","lineage":["https://openalex.org/I192455894"]},{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Nada Lavra\u010d","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","University of Nova Gorica, Glavni trg 8, 5271, Vipava, Slovenia","Jo\u017eef Stefan Institute, Ljubljana, Slovenia","University of Nova Gorica, Vipava, Slovenia"],"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Jamova 39, 1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"University of Nova Gorica, Glavni trg 8, 5271, Vipava, Slovenia","institution_ids":["https://openalex.org/I192455894"]},{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"University of Nova Gorica, Vipava, Slovenia","institution_ids":["https://openalex.org/I192455894"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060174190"],"corresponding_institution_ids":["https://openalex.org/I192455894","https://openalex.org/I3006985408"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":0.9447,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.73942741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"53","issue":"2","first_page":"265","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9975000023841858,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9923999905586243,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8537285327911377},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5858454704284668},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5794017910957336},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4733417332172394},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.47049689292907715},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4570470154285431},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4328004717826843},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.4159160256385803},{"id":"https://openalex.org/keywords/biomedical-text-mining","display_name":"Biomedical text mining","score":0.4102160334587097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34953773021698},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34591808915138245},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3280918002128601},{"id":"https://openalex.org/keywords/text-mining","display_name":"Text mining","score":0.29751917719841003}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8537285327911377},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5858454704284668},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5794017910957336},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4733417332172394},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.47049689292907715},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4570470154285431},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4328004717826843},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.4159160256385803},{"id":"https://openalex.org/C165141518","wikidata":"https://www.wikidata.org/wiki/Q4915126","display_name":"Biomedical text mining","level":3,"score":0.4102160334587097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34953773021698},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34591808915138245},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3280918002128601},{"id":"https://openalex.org/C71472368","wikidata":"https://www.wikidata.org/wiki/Q676880","display_name":"Text mining","level":2,"score":0.29751917719841003},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"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":1,"locations":[{"id":"doi:10.1007/s10844-019-00545-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10844-019-00545-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10844-019-00545-0.pdf","source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10844-019-00545-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10844-019-00545-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10844-019-00545-0.pdf","source":{"id":"https://openalex.org/S36033921","display_name":"Journal of Intelligent Information Systems","issn_l":"0925-9902","issn":["0925-9902","1573-7675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2986429936","display_name":null,"funder_award_id":"N2-0078","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"},{"id":"https://openalex.org/G608216194","display_name":null,"funder_award_id":"J7-7303","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"},{"id":"https://openalex.org/G7530123626","display_name":null,"funder_award_id":"P2-0103","funder_id":"https://openalex.org/F4320322554","funder_display_name":"Javna Agencija za Raziskovalno Dejavnost RS"}],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"},{"id":"https://openalex.org/F4320322554","display_name":"Javna Agencija za Raziskovalno Dejavnost RS","ror":"https://ror.org/059bp8k51"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2913916789.pdf","grobid_xml":"https://content.openalex.org/works/W2913916789.grobid-xml"},"referenced_works_count":80,"referenced_works":["https://openalex.org/W41377044","https://openalex.org/W153886719","https://openalex.org/W169215120","https://openalex.org/W1494581921","https://openalex.org/W1527927437","https://openalex.org/W1812137573","https://openalex.org/W1956577542","https://openalex.org/W1985625141","https://openalex.org/W1987492677","https://openalex.org/W2012685480","https://openalex.org/W2018680580","https://openalex.org/W2028236399","https://openalex.org/W2038486513","https://openalex.org/W2043764521","https://openalex.org/W2044545767","https://openalex.org/W2044746283","https://openalex.org/W2047940964","https://openalex.org/W2060108852","https://openalex.org/W2082990457","https://openalex.org/W2103017472","https://openalex.org/W2110065044","https://openalex.org/W2110835349","https://openalex.org/W2117131533","https://openalex.org/W2121906195","https://openalex.org/W2124209874","https://openalex.org/W2127938920","https://openalex.org/W2130410032","https://openalex.org/W2131681506","https://openalex.org/W2131850886","https://openalex.org/W2132381930","https://openalex.org/W2133517430","https://openalex.org/W2141420188","https://openalex.org/W2145280559","https://openalex.org/W2146994504","https://openalex.org/W2152430833","https://openalex.org/W2153763768","https://openalex.org/W2154139219","https://openalex.org/W2155330008","https://openalex.org/W2156821882","https://openalex.org/W2158292827","https://openalex.org/W2159404386","https://openalex.org/W2159482845","https://openalex.org/W2161444669","https://openalex.org/W2164727176","https://openalex.org/W2164928285","https://openalex.org/W2165428180","https://openalex.org/W2170949021","https://openalex.org/W2204897246","https://openalex.org/W2226981383","https://openalex.org/W2235123180","https://openalex.org/W2270927656","https://openalex.org/W2295122634","https://openalex.org/W2345657688","https://openalex.org/W2417168089","https://openalex.org/W2516679779","https://openalex.org/W2520858206","https://openalex.org/W2529144623","https://openalex.org/W2579963793","https://openalex.org/W2590019597","https://openalex.org/W2593024903","https://openalex.org/W2607852970","https://openalex.org/W2782742156","https://openalex.org/W2790708854","https://openalex.org/W2790771417","https://openalex.org/W2793609744","https://openalex.org/W2898270078","https://openalex.org/W2903499520","https://openalex.org/W2952609329","https://openalex.org/W3003677576","https://openalex.org/W3098742898","https://openalex.org/W3099768174","https://openalex.org/W3102310623","https://openalex.org/W3106488715","https://openalex.org/W3151778014","https://openalex.org/W4206727053","https://openalex.org/W4210702584","https://openalex.org/W4242729757","https://openalex.org/W4242930685","https://openalex.org/W4249409606","https://openalex.org/W4294216483"],"related_works":["https://openalex.org/W2887358545","https://openalex.org/W2040022066","https://openalex.org/W1966944120","https://openalex.org/W1514912413","https://openalex.org/W2168979046","https://openalex.org/W2607044197","https://openalex.org/W2023322671","https://openalex.org/W1986386500","https://openalex.org/W2935815612","https://openalex.org/W2513700792"],"abstract_inverted_index":{"Modern":[0],"data":[1,22,33,40,45,145],"mining":[2,23,46],"algorithms":[3],"frequently":[4],"need":[5],"to":[6,37,59,96,111,151,171,181],"address":[7],"the":[8,88,97,101,115,125,165],"task":[9,24,47],"of":[10,18,91,103,109,122,124,135,148,185],"learning":[11,54],"from":[12,66,132],"heterogeneous":[13],"data,":[14],"including":[15],"various":[16],"sources":[17,108],"background":[19,30],"knowledge.":[20],"A":[21,42],"where":[25],"ontologies":[26],"are":[27],"used":[28,61,180],"as":[29,38,154,156],"knowledge":[31],"in":[32,62],"analysis":[34,196],"is":[35,48,168],"referred":[36],"semantic":[39,44,49],"mining.":[41],"specific":[43],"subgroup":[50,63,84],"discovery:":[51],"a":[52,78,136],"rule":[53],"approach":[55,80,117,140,167],"enabling":[56],"ontology":[57],"terms":[58],"be":[60,179,190],"descriptions":[64],"learned":[65],"class":[67],"labeled":[68],"data.":[69],"This":[70],"paper":[71],"presents":[72],"Community-Based":[73],"Semantic":[74],"Subgroup":[75],"Discovery":[76],"(CBSSD),":[77],"novel":[79],"that":[81,164,176],"advances":[82],"ontology-based":[83],"identification":[85],"by":[86,192],"exploiting":[87],"structural":[89],"properties":[90],"induced":[92,126],"complex":[93,127,152,173],"networks":[94],"related":[95,150],"studied":[98],"phenomenon.":[99],"Following":[100],"idea":[102],"multi-view":[104],"learning,":[105],"using":[106,130],"different":[107,120],"information":[110,131],"obtain":[112],"better":[113],"models,":[114],"CBSSD":[116,166],"can":[118,178,188],"leverage":[119],"types":[121],"nodes":[123],"network,":[128],"simultaneously":[129],"multiple":[133],"levels":[134],"biological":[137],"system.":[138],"The":[139,160],"was":[141],"tested":[142],"on":[143],"ten":[144],"sets":[146],"consisting":[147],"genes":[149],"diseases,":[153],"well":[155],"core":[157],"metabolic":[158],"processes.":[159],"experimental":[161],"results":[162],"demonstrate":[163],"scalable,":[169],"applicable":[170],"large":[172],"networks,":[174],"and":[175],"it":[177],"identify":[182],"significant":[183],"combinations":[184],"terms,":[186],"which":[187],"not":[189],"uncovered":[191],"contemporary":[193],"term":[194],"enrichment":[195],"approaches.":[197]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}