{"id":"https://openalex.org/W4405306012","doi":"https://doi.org/10.1109/besc64747.2024.10780477","title":"Exclusion Vis: A Visual Interactive System for Exclusion Analysis in Life Insurance Using Machine Learning Techniques","display_name":"Exclusion Vis: A Visual Interactive System for Exclusion Analysis in Life Insurance Using Machine Learning Techniques","publication_year":2024,"publication_date":"2024-08-16","ids":{"openalex":"https://openalex.org/W4405306012","doi":"https://doi.org/10.1109/besc64747.2024.10780477"},"language":"en","primary_location":{"id":"doi:10.1109/besc64747.2024.10780477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc64747.2024.10780477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 11th International Conference on Behavioural and Social Computing (BESC)","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/A5088820799","display_name":"Md Rafiqul Islam","orcid":"https://orcid.org/0000-0001-7209-3881"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Md Rafiqul Islam","raw_affiliation_strings":["Information Systems, Australian Institute of Higher Education,Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"Information Systems, Australian Institute of Higher Education,Sydney,Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115408372","display_name":"Lam Nguyen Thanh Thao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lam Nguyen Thanh Thao","raw_affiliation_strings":["College of Business &#x0026; Management, UinUniversity,Vietnam"],"affiliations":[{"raw_affiliation_string":"College of Business &#x0026; Management, UinUniversity,Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093733182","display_name":"Shanjita Akter Prome","orcid":"https://orcid.org/0000-0003-3663-2141"},"institutions":[{"id":"https://openalex.org/I4210143550","display_name":"Taylor's University","ror":"https://ror.org/0498pcx51","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210143550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Shanjita Akter Prome","raw_affiliation_strings":["School of Computer Science, Taylors University,Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Taylors University,Malaysia","institution_ids":["https://openalex.org/I4210143550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111069997","display_name":"Md. Kowsar Hossain Sakib","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143550","display_name":"Taylor's University","ror":"https://ror.org/0498pcx51","country_code":"MY","type":"education","lineage":["https://openalex.org/I4210143550"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Md. Kowsar Hossain Sakib","raw_affiliation_strings":["School of Computer Science, Taylors University,Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Taylors University,Malaysia","institution_ids":["https://openalex.org/I4210143550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054289279","display_name":"Cesar San\u00edn","orcid":"https://orcid.org/0000-0001-8515-417X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cesar Sanin","raw_affiliation_strings":["Information Systems, Australian Institute of Higher Education,Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"Information Systems, Australian Institute of Higher Education,Sydney,Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112808718","display_name":"Guandong Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guandong Xu","raw_affiliation_strings":["Data Science Institute, University of Technology Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"Data Science Institute, University of Technology Sydney,Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101497265","display_name":"Weidong Huang","orcid":"https://orcid.org/0000-0003-2735-5437"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Weidong Huang","raw_affiliation_strings":["TD School, University of Technology Sydney,Australia"],"affiliations":[{"raw_affiliation_string":"TD School, University of Technology Sydney,Australia","institution_ids":["https://openalex.org/I114017466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5088820799"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43819602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.8605999946594238,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.8605999946594238,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.8134999871253967,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.7738000154495239,"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/computer-science","display_name":"Computer science","score":0.6707403659820557},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34607863426208496},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32608383893966675},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32580119371414185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6707403659820557},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34607863426208496},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32608383893966675},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32580119371414185}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/besc64747.2024.10780477","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc64747.2024.10780477","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 11th International Conference on Behavioural and Social Computing (BESC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.75,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W63435785","https://openalex.org/W1983807017","https://openalex.org/W2014703639","https://openalex.org/W2057987216","https://openalex.org/W2118001921","https://openalex.org/W2134858915","https://openalex.org/W2370234760","https://openalex.org/W2752209909","https://openalex.org/W2803781591","https://openalex.org/W2963979285","https://openalex.org/W3021918275","https://openalex.org/W3088146920","https://openalex.org/W3091005974","https://openalex.org/W3097734923","https://openalex.org/W3118557941","https://openalex.org/W3155928098","https://openalex.org/W3177857886","https://openalex.org/W3186214910","https://openalex.org/W4206611164","https://openalex.org/W4246703875","https://openalex.org/W4283166416","https://openalex.org/W4296450878","https://openalex.org/W4385488753","https://openalex.org/W4388427691","https://openalex.org/W4392188016","https://openalex.org/W6604864695","https://openalex.org/W6754558813","https://openalex.org/W6857465276"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Exclusion":[0,131,146],"analysis":[1,55],"in":[2,11],"life":[3],"insurance":[4,106],"stands":[5],"out":[6],"as":[7,118],"a":[8,103,126],"crucial":[9],"task":[10],"minimizing":[12],"customer":[13,78],"risks.":[14],"Numerous":[15],"insur-ance":[16],"companies":[17],"have":[18,40],"implemented":[19],"artificial":[20],"intelligence":[21],"(AI)":[22],"solutions":[23],"to":[24,46,49,73,135,153],"streamline":[25],"processes":[26],"and":[27,113,122],"mitigate":[28],"customer-related":[29],"risks,":[30],"specifically":[31],"leveraging":[32],"machine":[33],"learning":[34],"(ML)":[35],"technolo-gies.":[36],"While":[37],"some":[38],"studies":[39],"acknowledged":[41],"its":[42,150],"significance,":[43],"there":[44],"needs":[45],"be":[47],"more":[48],"deliver":[50],"comprehensive":[51],"research":[52],"on":[53,63],"exclusion":[54,64],"utilizing":[56,100],"advanced":[57],"techniques.":[58],"Thus,":[59],"this":[60,83],"paper":[61],"focuses":[62],"classification":[65,111],"blending":[66],"with":[67],"visual":[68,127],"interactive":[69,128],"systems":[70],"(Vis),":[71],"aiming":[72],"comprehend":[74],"data":[75,101],"obtained":[76,141],"from":[77,102],"disclosure":[79],"information.":[80],"To":[81],"tackle":[82],"challenge,":[84],"1)":[85],"we":[86,124],"initiate":[87],"the":[88,119,140],"investigation":[89],"by":[90],"employing":[91],"various":[92],"multi-label":[93],"classifiers,":[94],"2)":[95],"apply":[96],"several":[97],"ML":[98],"techniques,":[99],"prominent":[104],"Australian":[105],"company,":[107],"where":[108],"support":[109],"vector":[110],"(SVC)":[112],"random":[114],"forest":[115],"(RF)":[116],"emerges":[117],"superior":[120],"performer,":[121],"3)":[123],"introduce":[125],"system":[129],"called":[130],"Vis,":[132],"meticulously":[133],"crafted":[134],"facilitate":[136],"in-depth":[137],"exploration":[138],"of":[139,145],"results.":[142],"The":[143],"evaluation":[144],"Vis":[147],"further":[148],"underscores":[149],"superiority":[151],"compared":[152],"existing":[154],"systems.":[155]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
