{"id":"https://openalex.org/W4391096025","doi":"https://doi.org/10.1109/icecet58911.2023.10389591","title":"Product Completion with Fuzzy Association Analysis: Recommendation System Application for an Insurance Company","display_name":"Product Completion with Fuzzy Association Analysis: Recommendation System Application for an Insurance Company","publication_year":2023,"publication_date":"2023-11-16","ids":{"openalex":"https://openalex.org/W4391096025","doi":"https://doi.org/10.1109/icecet58911.2023.10389591"},"language":"en","primary_location":{"id":"doi:10.1109/icecet58911.2023.10389591","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icecet58911.2023.10389591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5036976950","display_name":"Sultan Ceren \u00d6ner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sultan Ceren \u00d6ner","raw_affiliation_strings":["Ata Technology Platforms,Data Science and Innovation,&#x0130;stanbul,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ata Technology Platforms,Data Science and Innovation,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012431434","display_name":"Melike Demirda\u011f","orcid":"https://orcid.org/0000-0002-2615-0790"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Melike Demirda\u011f","raw_affiliation_strings":["Ata Technology Platforms,Data Science and Innovation,&#x0130;stanbul,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ata Technology Platforms,Data Science and Innovation,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012244756","display_name":"Ahmet Tu\u011frul Bayrak","orcid":"https://orcid.org/0009-0009-6043-2765"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmet Tu\u011frul Bayrak","raw_affiliation_strings":["Ata Technology Platforms,Data Science and Innovation,&#x0130;stanbul,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ata Technology Platforms,Data Science and Innovation,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040262351","display_name":"Olcay Taner Y\u0131ld\u0131z","orcid":"https://orcid.org/0000-0001-5838-4615"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olcay Taner Y\u0131ld\u0131z","raw_affiliation_strings":["&#x00D6;zye&#x011F;in University,Computer Engineering,&#x0130;stanbul,T&#x00FC;rkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"&#x00D6;zye&#x011F;in University,Computer Engineering,&#x0130;stanbul,T&#x00FC;rkiye","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9922999739646912,"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"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9922999739646912,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9886999726295471,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9869999885559082,"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/product","display_name":"Product (mathematics)","score":0.6600529551506042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5330622792243958},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5268945693969727},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4485998749732971},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.41614237427711487},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4150505065917969},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.21996453404426575},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16012322902679443},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10337063670158386}],"concepts":[{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.6600529551506042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5330622792243958},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5268945693969727},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4485998749732971},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.41614237427711487},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4150505065917969},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.21996453404426575},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16012322902679443},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10337063670158386},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icecet58911.2023.10389591","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icecet58911.2023.10389591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"},{"id":"pmh:oai:eresearch.ozyegin.edu.tr:10679/11472","is_oa":false,"landing_page_url":"https://hdl.handle.net/10679/11472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1971875039","https://openalex.org/W1976915331","https://openalex.org/W1987513450","https://openalex.org/W2004805835","https://openalex.org/W2064752270","https://openalex.org/W2076460396","https://openalex.org/W2125143790","https://openalex.org/W2132137425","https://openalex.org/W2146531549","https://openalex.org/W2904494896","https://openalex.org/W2996964915","https://openalex.org/W6630198464"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W3092950680","https://openalex.org/W3022942420","https://openalex.org/W2012731963"],"abstract_inverted_index":{"Recommendation":[0],"systems":[1,25,61],"have":[2,7],"been":[3],"widely":[4],"accepted":[5],"and":[6,14,80,135,161],"attracted":[8],"significant":[9],"attention":[10],"both":[11],"from":[12],"practitioners":[13],"academicians.":[15],"Utilising":[16],"past":[17,54],"behavioural":[18],"patterns":[19],"or":[20,28],"indicators":[21],"of":[22,53,56,75,98,115,146,169],"customers,":[23],"recommendation":[24,60,129,171],"determine":[26],"items":[27,48,76],"contents":[29],"that":[30,85],"would":[31],"be":[32,63,83,103,120],"related":[33,47],"to":[34,50,70,105,140],"a":[35,137],"user.":[36],"From":[37],"this":[38],"perspective,":[39],"association":[40,99,108,149],"rule":[41,100,109,150],"mining":[42,101,110],"provides":[43],"extracting":[44],"rules":[45,69,118],"for":[46,126,144,165],"according":[49],"the":[51,57,93,116,142,167],"sequence":[52],"behaviour":[55],"customers.":[58],"Thus,":[59],"can":[62,102,119],"enhanced":[64],"by":[65],"using":[66,157],"these":[67],"\u2018valuable\u2019":[68],"find":[71],"out":[72],"what":[73,81],"kind":[74],"customers":[77],"might":[78],"prefer":[79],"could":[82],"shown":[84],"is":[86,155],"not":[87],"provided":[88],"before.":[89],"This":[90],"study":[91,139,154],"includes":[92],"following:":[94],"(i)":[95],"The":[96,152],"way":[97,125,143],"used":[104,121],"improve":[106],"state-of-the-art":[107,128],"algorithms":[111],"(ii)":[112],"an":[113,123,158],"ensemble":[114,148],"extracted":[117],"as":[122],"alternative":[124],"current":[127],"approaches":[130],"providing":[131],"fuzzy":[132,147],"set":[133],"theory":[134],"(iii)":[136],"case":[138,153],"prove":[141],"implementation":[145],"mining.":[151],"conducted":[156],"insurance":[159],"dataset,":[160],"results":[162],"are":[163],"reported":[164],"building":[166],"infrastructure":[168],"ensemble-based":[170],"systems.":[172]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
