{"id":"https://openalex.org/W2156216570","doi":"https://doi.org/10.1017/s1471068410000098","title":"The role of semantics in mining frequent patterns from knowledge bases in description logics with rules","display_name":"The role of semantics in mining frequent patterns from knowledge bases in description logics with rules","publication_year":2010,"publication_date":"2010-05-01","ids":{"openalex":"https://openalex.org/W2156216570","doi":"https://doi.org/10.1017/s1471068410000098","mag":"2156216570"},"language":"en","primary_location":{"id":"doi:10.1017/s1471068410000098","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s1471068410000098","pdf_url":null,"source":{"id":"https://openalex.org/S59670734","display_name":"Theory and Practice of Logic Programming","issn_l":"1471-0684","issn":["1471-0684","1475-3081"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theory and Practice of Logic Programming","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/A5041399416","display_name":"Joanna J\u00f3zefowska","orcid":"https://orcid.org/0000-0003-1994-6982"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"JOANNA J\u00d3ZEFOWSKA","raw_affiliation_strings":["Institute of Computing Science, Poznan University of Technology, ul. Piotrowo 2, 60-965 Poznan, Poland (e-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Science, Poznan University of Technology, ul. Piotrowo 2, 60-965 Poznan, Poland (e-mail:","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005050797","display_name":"Agnieszka \u0141awrynowicz","orcid":"https://orcid.org/0000-0002-2442-345X"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"AGNIESZKA \u0141AWRYNOWICZ","raw_affiliation_strings":["Institute of Computing Science, Poznan University of Technology, ul. Piotrowo 2, 60-965 Poznan, Poland (e-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Science, Poznan University of Technology, ul. Piotrowo 2, 60-965 Poznan, Poland (e-mail:","institution_ids":["https://openalex.org/I46597724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011352304","display_name":"Tomasz \u0141ukaszewski","orcid":"https://orcid.org/0000-0002-3273-5373"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"TOMASZ \u0141UKASZEWSKI","raw_affiliation_strings":["Institute of Computing Science, Poznan University of Technology, ul. Piotrowo 2, 60-965 Poznan, Poland (e-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Science, Poznan University of Technology, ul. Piotrowo 2, 60-965 Poznan, Poland (e-mail:","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I46597724"],"apc_list":null,"apc_paid":null,"fwci":9.9078,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.97951033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":"3","first_page":"251","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9993000030517578,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9993000030517578,"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/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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8597812056541443},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.52427738904953},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.519425630569458},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5099941492080688},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5079813599586487},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4999570846557617},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.46903762221336365},{"id":"https://openalex.org/keywords/k-optimal-pattern-discovery","display_name":"K-optimal pattern discovery","score":0.4678569436073303},{"id":"https://openalex.org/keywords/description-logic","display_name":"Description logic","score":0.4492437541484833},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.43525347113609314},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.4286547005176544},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.42582768201828003},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3771868646144867},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35527101159095764},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.20151519775390625}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8597812056541443},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.52427738904953},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.519425630569458},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5099941492080688},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5079813599586487},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4999570846557617},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.46903762221336365},{"id":"https://openalex.org/C105445830","wikidata":"https://www.wikidata.org/wiki/Q6322855","display_name":"K-optimal pattern discovery","level":3,"score":0.4678569436073303},{"id":"https://openalex.org/C102993220","wikidata":"https://www.wikidata.org/wiki/Q387196","display_name":"Description logic","level":2,"score":0.4492437541484833},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.43525347113609314},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.4286547005176544},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42582768201828003},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3771868646144867},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35527101159095764},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.20151519775390625},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/s1471068410000098","is_oa":false,"landing_page_url":"https://doi.org/10.1017/s1471068410000098","pdf_url":null,"source":{"id":"https://openalex.org/S59670734","display_name":"Theory and Practice of Logic Programming","issn_l":"1471-0684","issn":["1471-0684","1475-3081"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Theory and Practice of Logic Programming","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W11793264","https://openalex.org/W69200287","https://openalex.org/W103453178","https://openalex.org/W110865114","https://openalex.org/W148908571","https://openalex.org/W1481181327","https://openalex.org/W1487060125","https://openalex.org/W1489362278","https://openalex.org/W1489897938","https://openalex.org/W1492864441","https://openalex.org/W1505258065","https://openalex.org/W1509981839","https://openalex.org/W1527596060","https://openalex.org/W1527642230","https://openalex.org/W1530638520","https://openalex.org/W1544182864","https://openalex.org/W1555563750","https://openalex.org/W1562643504","https://openalex.org/W1582709679","https://openalex.org/W1582964678","https://openalex.org/W1587067956","https://openalex.org/W1591768831","https://openalex.org/W1600046366","https://openalex.org/W1791430325","https://openalex.org/W1968678007","https://openalex.org/W2000488027","https://openalex.org/W2040667967","https://openalex.org/W2052522161","https://openalex.org/W2059572645","https://openalex.org/W2100983017","https://openalex.org/W2102308007","https://openalex.org/W2105922907","https://openalex.org/W2107320454","https://openalex.org/W2107910552","https://openalex.org/W2113243831","https://openalex.org/W2118699275","https://openalex.org/W2118992936","https://openalex.org/W2121906195","https://openalex.org/W2137862151","https://openalex.org/W2145454254","https://openalex.org/W2145813209","https://openalex.org/W2156630822","https://openalex.org/W2169042011","https://openalex.org/W2175390224","https://openalex.org/W2295882966","https://openalex.org/W2522853541","https://openalex.org/W2952727465","https://openalex.org/W3146347964","https://openalex.org/W3149838063","https://openalex.org/W4206727053","https://openalex.org/W4239696231","https://openalex.org/W4285719527","https://openalex.org/W6675544314","https://openalex.org/W7053032915"],"related_works":["https://openalex.org/W2549557753","https://openalex.org/W2911529331","https://openalex.org/W753330326","https://openalex.org/W4244275182","https://openalex.org/W2749819226","https://openalex.org/W2090042797","https://openalex.org/W1862275504","https://openalex.org/W2117465961","https://openalex.org/W2309581826","https://openalex.org/W2104750878"],"abstract_inverted_index":{"Abstract":[0],"We":[1,54,93,132,158],"propose":[2,81],"a":[3,11,29,96,165],"new":[4],"method":[5],"for":[6,43,74],"mining":[7,49,99,122],"frequent":[8,70,178],"patterns":[9,128,143,149],"in":[10],"language":[12,30],"that":[13,31,84,109,136,160],"combines":[14,32],"both":[15],"Semantic":[16,52],"Web":[17],"ontologies":[18],"and":[19,73,153,174],"rules.":[20,38],"In":[21],"particular,":[22],"we":[23,80,105],"consider":[24],"the":[25,44,51,57,60,63,67,75,86,89,111,137,140,148,162,172],"setting":[26,40],"of":[27,47,59,62,69,77,88,101,139,142,164,176],"using":[28,110],"description":[33],"logics":[34],"(DLs)":[35],"with":[36],"DL-safe":[37],"This":[39],"is":[41,169],"important":[42],"practical":[45],"application":[46,175],"data":[48,98,121],"to":[50,66,115,171],"Web.":[53],"focus":[55],"on":[56],"relation":[58],"semantics":[61,87,163],"representation":[64,167],"formalism":[65,168],"task":[68],"pattern":[71,179],"discovery,":[72],"core":[76],"our":[78],"method,":[79],"an":[82],"algorithm":[83],"exploits":[85],"combined":[90,112],"knowledge":[91,113],"base.":[92],"have":[94,106,133],"developed":[95],"proof-of-concept":[97],"implementation":[100],"this.":[102],"Using":[103],"this":[104],"empirically":[107],"shown":[108,135],"base":[114],"perform":[116],"semantic":[117],"tests":[118],"can":[119],"make":[120],"faster":[123],"by":[124],"pruning":[125],"useless":[126],"candidate":[127],"before":[129],"their":[130],"evaluation.":[131],"also":[134],"quality":[138],"set":[141],"produced":[144],"may":[145],"be":[146],"improved:":[147],"are":[150,155],"more":[151],"compact,":[152],"there":[154],"fewer":[156],"patterns.":[157],"conclude":[159],"exploiting":[161],"chosen":[166],"key":[170],"design":[173],"(onto-)relational":[177],"discovery":[180],"methods.":[181]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}