{"id":"https://openalex.org/W4313549221","doi":"https://doi.org/10.1109/acit57182.2022.9994227","title":"The Impact of Data Mining Techniques on Information Quality: Insurance Companies as Case","display_name":"The Impact of Data Mining Techniques on Information Quality: Insurance Companies as Case","publication_year":2022,"publication_date":"2022-11-22","ids":{"openalex":"https://openalex.org/W4313549221","doi":"https://doi.org/10.1109/acit57182.2022.9994227"},"language":"en","primary_location":{"id":"doi:10.1109/acit57182.2022.9994227","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit57182.2022.9994227","pdf_url":null,"source":{"id":"https://openalex.org/S4363608405","display_name":"2022 International Arab Conference on Information Technology (ACIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-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/A5072323668","display_name":"Abdul Razzak Alshehadeh","orcid":"https://orcid.org/0000-0001-5123-6660"},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Abdul Razzak Alshehadeh","raw_affiliation_strings":["Al-Zaytoonah University of Jordan,Faculty of Business,Amman,Jordan","Faculty of Business, Al-Zaytoonah University of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Al-Zaytoonah University of Jordan,Faculty of Business,Amman,Jordan","institution_ids":["https://openalex.org/I145019703"]},{"raw_affiliation_string":"Faculty of Business, Al-Zaytoonah University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048483046","display_name":"Ghaleb A. El Refae","orcid":"https://orcid.org/0000-0002-2642-275X"},"institutions":[{"id":"https://openalex.org/I161913731","display_name":"Al Ain University","ror":"https://ror.org/023abrt21","country_code":"AE","type":"education","lineage":["https://openalex.org/I161913731"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ghaleb A. Elrefae","raw_affiliation_strings":["College of Business Al Ain University,Al Ain,UAE","College of Business Al Ain University, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"College of Business Al Ain University,Al Ain,UAE","institution_ids":["https://openalex.org/I161913731"]},{"raw_affiliation_string":"College of Business Al Ain University, Al Ain, UAE","institution_ids":["https://openalex.org/I161913731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016486936","display_name":"Haneen A. Al-Khawaja","orcid":"https://orcid.org/0000-0003-4607-9394"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I54157616","display_name":"Swiss Finance Institute","ror":"https://ror.org/02cgn2a44","country_code":"CH","type":"education","lineage":["https://openalex.org/I54157616"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Haneen A. Al-Khawaja","raw_affiliation_strings":["University of Zurich,Swiss FinTech Innovation Lab,Zurich,Switzerland","Swiss FinTech Innovation Lab, University of Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Zurich,Swiss FinTech Innovation Lab,Zurich,Switzerland","institution_ids":["https://openalex.org/I54157616"]},{"raw_affiliation_string":"Swiss FinTech Innovation Lab, University of Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I54157616","https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084847006","display_name":"Shorouq Eletter","orcid":"https://orcid.org/0000-0002-5584-8899"},"institutions":[{"id":"https://openalex.org/I161913731","display_name":"Al Ain University","ror":"https://ror.org/023abrt21","country_code":"AE","type":"education","lineage":["https://openalex.org/I161913731"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Shorouq F. Eletter","raw_affiliation_strings":["College of Business Al Ain University,Al Ain,UAE","College of Business Al Ain University, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"College of Business Al Ain University,Al Ain,UAE","institution_ids":["https://openalex.org/I161913731"]},{"raw_affiliation_string":"College of Business Al Ain University, Al Ain, UAE","institution_ids":["https://openalex.org/I161913731"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046809485","display_name":"Amer Qasim","orcid":"https://orcid.org/0000-0002-1818-9687"},"institutions":[{"id":"https://openalex.org/I161913731","display_name":"Al Ain University","ror":"https://ror.org/023abrt21","country_code":"AE","type":"education","lineage":["https://openalex.org/I161913731"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Amer Qasim","raw_affiliation_strings":["College of Business Al Ain University,Al Ain,UAE","College of Business Al Ain University, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"College of Business Al Ain University,Al Ain,UAE","institution_ids":["https://openalex.org/I161913731"]},{"raw_affiliation_string":"College of Business Al Ain University, Al Ain, UAE","institution_ids":["https://openalex.org/I161913731"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072323668"],"corresponding_institution_ids":["https://openalex.org/I145019703"],"apc_list":null,"apc_paid":null,"fwci":5.9722,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.97377049,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9652000069618225,"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/quality","display_name":"Quality (philosophy)","score":0.5310977697372437},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46302926540374756},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.41615766286849976},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.38978493213653564},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3349812924861908},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.06449389457702637}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5310977697372437},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46302926540374756},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.41615766286849976},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.38978493213653564},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3349812924861908},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.06449389457702637},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit57182.2022.9994227","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit57182.2022.9994227","pdf_url":null,"source":{"id":"https://openalex.org/S4363608405","display_name":"2022 International Arab Conference on Information Technology (ACIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Arab Conference on Information Technology (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W238053510","https://openalex.org/W1967868803","https://openalex.org/W2022730405","https://openalex.org/W2183009758","https://openalex.org/W2285997528","https://openalex.org/W2911036826","https://openalex.org/W2945426151","https://openalex.org/W3027783983","https://openalex.org/W3115152781","https://openalex.org/W4234046577","https://openalex.org/W4254687961","https://openalex.org/W6791971167"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2137479650","https://openalex.org/W2245479382","https://openalex.org/W3139296374","https://openalex.org/W4387803644","https://openalex.org/W4210350690"],"abstract_inverted_index":{"This":[0,143],"study":[1,32,50,76,79,122,138,205,240],"aimed":[2],"to":[3,27,45,69,108,127,158,181,257,273,292,306,309,314,327,330],"show":[4],"the":[5,13,16,23,31,35,42,46,49,56,74,82,85,90,98,101,118,121,132,135,146,150,162,173,199,202,219,222,229,235,239,242,250,262,265,275,286,294,299,307,316,332],"impact":[6],"of":[7,15,48,58,84,92,100,113,120,134,137,153,164,169,176,191,201,204,214,221,234,238,249,252,264,267,277,298,301,318,335],"data":[8,93,102,141,192,207,223,253,270,311],"mining":[9,94,193,254,312],"techniques":[10,291,313],"on":[11,22,41,96,217,228],"achieving":[12,97,218],"quality":[14,99,220,276],"information":[17,59,329],"in":[18,55,103,115,224,280,304,321],"insurance":[19,63,71,104,225],"companies":[20,72,226],"listed":[21,227],"Amman":[24,230],"Stock":[25,231],"Exchange":[26],"achieve":[28,274,285],"these":[29,290],"goals":[30,287],"authors":[33],"used":[34],"descriptive":[36],"and":[37,62,67,111,140,149,167,172,206,212,247,269,279,296,324],"analytical":[38],"approach":[39],"based":[40],"questionnaire":[43],"distributed":[44,68],"members":[47,119],"community":[51],"by":[52,161,289],"(130)":[53],"employees":[54],"areas":[57,86],"technology,":[60],"accounting":[61],"risk":[64],"management":[65],"processes":[66],"(25)":[70],"representing":[73],"entire":[75],"community.":[77],"The":[78],"found":[80],"that":[81,283],"ranking":[83],"seen":[87],"when":[88],"investigating":[89],"effect":[91,190],"methods":[95,194],"companies,":[105],"was":[106,156,179],"according":[107],"their":[109],"importance":[110,114],"level":[112],"them":[116],"among":[117],"community,":[123],"as":[124],"follows:":[125],"chances":[126],"strengthen":[128],"knowledge":[129,170,196,215,259],"systems":[130,139,197,260],"with":[131,198,261],"growth":[133,200],"environment":[136,203,266],"retrieval":[142,208,271],"variable":[144,155,163,178],"obtained":[145],"highest":[147],"average":[148,152,175],"arithmetic":[151,174],"this":[154,177],"equal":[157,180],"(4.17),":[159],"followed":[160],"discovery,":[165,210],"distribution":[166,211],"participation":[168],"systems\u201d":[171],"(4.01).":[182],"In":[183],"addition,":[184],"there":[185],"is":[186,241],"a":[187,281],"statistically":[188],"significant":[189],"(enhancing":[195],"systems,":[209,272],"sharing":[213],"systems)":[216],"Exchange.":[232],"One":[233],"main":[236],"recommendations":[237],"need":[243,308],"for":[244],"continuous":[245],"development":[246,263],"improvement":[248],"use":[251],"techniques,":[255],"necessary":[256],"improve":[258],"research":[268],"information,":[278,303],"way":[282],"helps":[284],"sought":[288],"increase":[293,331],"efficiency":[295],"effectiveness":[297],"production":[300],"appropriate":[302,325],"addition":[305],"employ":[310],"facilitate":[315],"innovation":[317],"new":[319],"ideas":[320],"an":[322],"organized":[323],"framework":[326],"produce":[328],"predictive":[333],"capabilities":[334],"policymakers":[336],"at":[337],"all":[338],"levels.":[339]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
