{"id":"https://openalex.org/W4308890360","doi":"https://doi.org/10.3390/sym14112339","title":"Ignoring Internal Utilities in High-Utility Itemset Mining","display_name":"Ignoring Internal Utilities in High-Utility Itemset Mining","publication_year":2022,"publication_date":"2022-11-07","ids":{"openalex":"https://openalex.org/W4308890360","doi":"https://doi.org/10.3390/sym14112339"},"language":"en","primary_location":{"id":"doi:10.3390/sym14112339","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym14112339","pdf_url":"https://www.mdpi.com/2073-8994/14/11/2339/pdf?version=1667818075","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2073-8994/14/11/2339/pdf?version=1667818075","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055591071","display_name":"Damla O\u011fuz","orcid":"https://orcid.org/0000-0001-6556-7444"},"institutions":[{"id":"https://openalex.org/I120217413","display_name":"Izmir Institute of Technology","ror":"https://ror.org/03stptj97","country_code":"TR","type":"education","lineage":["https://openalex.org/I120217413"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Damla Oguz","raw_affiliation_strings":["Department of Computer Engineering, Izmir Institute of Technology, Izmir 35430, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-6556-7444","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Izmir Institute of Technology, Izmir 35430, Turkey","institution_ids":["https://openalex.org/I120217413"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055591071"],"corresponding_institution_ids":["https://openalex.org/I120217413"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.3186,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6438919,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"14","issue":"11","first_page":"2339","last_page":"2339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":1.0,"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":1.0,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9872000217437744,"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/expected-utility-hypothesis","display_name":"Expected utility hypothesis","score":0.6305138468742371},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6009291410446167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5906955003738403},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5189087986946106},{"id":"https://openalex.org/keywords/database-transaction","display_name":"Database transaction","score":0.5150058269500732},{"id":"https://openalex.org/keywords/profit","display_name":"Profit (economics)","score":0.5066202878952026},{"id":"https://openalex.org/keywords/utility-theory","display_name":"Utility theory","score":0.44195806980133057},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.38625872135162354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2562134265899658},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13428112864494324},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10483908653259277},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.1006927490234375},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.07013636827468872},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.06900292634963989}],"concepts":[{"id":"https://openalex.org/C205706631","wikidata":"https://www.wikidata.org/wiki/Q2319304","display_name":"Expected utility hypothesis","level":2,"score":0.6305138468742371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6009291410446167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5906955003738403},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5189087986946106},{"id":"https://openalex.org/C75949130","wikidata":"https://www.wikidata.org/wiki/Q848010","display_name":"Database transaction","level":2,"score":0.5150058269500732},{"id":"https://openalex.org/C181622380","wikidata":"https://www.wikidata.org/wiki/Q26911","display_name":"Profit (economics)","level":2,"score":0.5066202878952026},{"id":"https://openalex.org/C2983295151","wikidata":"https://www.wikidata.org/wiki/Q466707","display_name":"Utility theory","level":2,"score":0.44195806980133057},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.38625872135162354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2562134265899658},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13428112864494324},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10483908653259277},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.1006927490234375},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.07013636827468872},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.06900292634963989},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/sym14112339","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym14112339","pdf_url":"https://www.mdpi.com/2073-8994/14/11/2339/pdf?version=1667818075","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},{"id":"pmh:oai:gcris.iyte.edu.tr:11147/12655","is_oa":true,"landing_page_url":"https://hdl.handle.net/11147/12655","pdf_url":"http://gcris.iyte.edu.tr/bitstreams/a549026c-a51f-437f-85a3-ea5ee5432432/download","source":{"id":"https://openalex.org/S4306400894","display_name":"\u0130YTE (\u0130ZM\u0130R Y\u00dcKSEK TEKNOLOJ\u0130 ENST\u0130T\u00dcS\u00dc)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I120217413","host_organization_name":"Izmir Institute of Technology","host_organization_lineage":["https://openalex.org/I120217413"],"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":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:fc303c70f14049869030d4c024e5f36a","is_oa":true,"landing_page_url":"https://doaj.org/article/fc303c70f14049869030d4c024e5f36a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry, Vol 14, Iss 11, p 2339 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2073-8994/14/11/2339/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/sym14112339","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symmetry","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/sym14112339","is_oa":true,"landing_page_url":"https://doi.org/10.3390/sym14112339","pdf_url":"https://www.mdpi.com/2073-8994/14/11/2339/pdf?version=1667818075","source":{"id":"https://openalex.org/S190787756","display_name":"Symmetry","issn_l":"2073-8994","issn":["2073-8994"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Symmetry","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4308890360.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W80315153","https://openalex.org/W170258093","https://openalex.org/W1484413656","https://openalex.org/W1968259950","https://openalex.org/W2028087213","https://openalex.org/W2059464296","https://openalex.org/W2064853889","https://openalex.org/W2099398039","https://openalex.org/W2125352627","https://openalex.org/W2126046032","https://openalex.org/W2143428105","https://openalex.org/W2161637667","https://openalex.org/W2166559705","https://openalex.org/W2482127283","https://openalex.org/W2513061279","https://openalex.org/W2724859488","https://openalex.org/W2750037802","https://openalex.org/W2756096685","https://openalex.org/W2790689470","https://openalex.org/W2794370109","https://openalex.org/W2804685987","https://openalex.org/W2961234535","https://openalex.org/W2973857687","https://openalex.org/W3003236177","https://openalex.org/W3178292667","https://openalex.org/W3203005438","https://openalex.org/W3203827911","https://openalex.org/W4205354799","https://openalex.org/W4243450781","https://openalex.org/W4281778262","https://openalex.org/W4323657408","https://openalex.org/W6628750762","https://openalex.org/W6801942888"],"related_works":["https://openalex.org/W2566504746","https://openalex.org/W2114786244","https://openalex.org/W4244543098","https://openalex.org/W2965857229","https://openalex.org/W736076","https://openalex.org/W4242572374","https://openalex.org/W2289451824","https://openalex.org/W1179748467","https://openalex.org/W2219571480","https://openalex.org/W2361936046"],"abstract_inverted_index":{"High-utility":[0],"itemset":[1,66,111],"mining":[2],"discovers":[3],"a":[4,18,114],"set":[5],"of":[6,25,45,72,117,160,179,193],"items":[7],"that":[8,131,165,184],"are":[9,28,96,120,132,146],"sold":[10,44,97],"together":[11],"and":[12,34,51,56],"have":[13,59,170],"utility":[14,21,36,85,92,144,155,168,196],"values":[15,86,145,169,192],"higher":[16],"than":[17],"given":[19],"minimum":[20,91,195],"threshold.":[22,197],"The":[23,69,157,177],"utilities":[24,58,74],"these":[26],"itemsets":[27,81,103,119,130,151],"calculated":[29],"by":[30],"considering":[31],"their":[32],"internal":[33,55,143],"external":[35,57,84,154,167],"values,":[37],"which":[38,122,141],"correspond,":[39],"respectively,":[40],"to":[41,188],"the":[42,90,142,166,174,194,199,203],"quantity":[43],"each":[46,49],"item":[47],"in":[48,125,140],"transaction":[50],"profit":[52],"units.":[53],"Therefore,":[54],"symmetric":[60,70],"effects":[61,172],"on":[62,173],"deciding":[63],"whether":[64],"an":[65,137],"is":[67],"high-utility.":[68],"contributions":[71],"both":[73],"cause":[75],"two":[76,161],"major":[77],"related":[78],"challenges.":[79],"First,":[80],"with":[82,152],"low":[83],"can":[87,104,123],"easily":[88],"exceed":[89],"threshold":[93],"if":[94],"they":[95],"extensively.":[98],"In":[99],"this":[100,180,185],"case,":[101],"such":[102],"be":[105],"found":[106],"more":[107],"efficiently":[108],"using":[109],"frequent":[110],"mining.":[112],"Second,":[113],"large":[115],"number":[116],"high-utility":[118,129,150,175],"generated,":[121],"result":[124],"interesting":[126],"or":[127],"important":[128],"overlooked.":[133],"This":[134],"study":[135,181],"presents":[136],"asymmetric":[138],"approach":[139,201],"ignored":[147],"when":[148],"finding":[149],"high":[153,191],"values.":[156],"experimental":[158],"results":[159,178],"real":[162],"datasets":[163],"reveal":[164],"fundamental":[171],"itemsets.":[176],"also":[182],"show":[183],"effect":[186],"tends":[187],"increase":[189],"for":[190],"Moreover,":[198],"proposed":[200],"reduces":[202],"execution":[204],"time.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}