{"id":"https://openalex.org/W4388405590","doi":"https://doi.org/10.1109/dsaa60987.2023.10302498","title":"Identifying Survival-Changing Sequential Patterns for Employee Attrition Analysis","display_name":"Identifying Survival-Changing Sequential Patterns for Employee Attrition Analysis","publication_year":2023,"publication_date":"2023-10-09","ids":{"openalex":"https://openalex.org/W4388405590","doi":"https://doi.org/10.1109/dsaa60987.2023.10302498"},"language":"en","primary_location":{"id":"doi:10.1109/dsaa60987.2023.10302498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa60987.2023.10302498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04333223/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019133292","display_name":"Youssef Oubelmouh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144396","display_name":"Devoteam (Norway)","ror":"https://ror.org/03ag00v40","country_code":"NO","type":"company","lineage":["https://openalex.org/I4210144396"]},{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]}],"countries":["FR","NO"],"is_corresponding":true,"raw_author_name":"Youssef Oubelmouh","raw_affiliation_strings":["Devoteam,Blois,France","University of Tours, Blois, France","Devoteam, Blois, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Devoteam,Blois,France","institution_ids":["https://openalex.org/I4210144396"]},{"raw_affiliation_string":"University of Tours, Blois, France","institution_ids":["https://openalex.org/I110017253"]},{"raw_affiliation_string":"Devoteam, Blois, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075059247","display_name":"Fr\u00e9d\u00e9ric Fargon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111582","display_name":"Honeywell (France)","ror":"https://ror.org/01ymvpb42","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210111582","https://openalex.org/I82514191"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Fargon","raw_affiliation_strings":["Devoteam,Levallois-Perret,France","Devoteam, Levallois-Perret, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Devoteam,Levallois-Perret,France","institution_ids":["https://openalex.org/I4210111582"]},{"raw_affiliation_string":"Devoteam, Levallois-Perret, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032407315","display_name":"Cyril de Runz","orcid":"https://orcid.org/0000-0002-5951-6859"},"institutions":[{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyril De Runz","raw_affiliation_strings":["University of Tours,Blois,France","University of Tours, Blois, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tours,Blois,France","institution_ids":["https://openalex.org/I110017253"]},{"raw_affiliation_string":"University of Tours, Blois, France","institution_ids":["https://openalex.org/I110017253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074295266","display_name":"Arnaud Soulet","orcid":"https://orcid.org/0000-0001-8335-6069"},"institutions":[{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arnaud Soulet","raw_affiliation_strings":["University of Tours,Blois,France","University of Tours, Blois, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tours,Blois,France","institution_ids":["https://openalex.org/I110017253"]},{"raw_affiliation_string":"University of Tours, Blois, France","institution_ids":["https://openalex.org/I110017253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080496679","display_name":"Cyril Veillon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111582","display_name":"Honeywell (France)","ror":"https://ror.org/01ymvpb42","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210111582","https://openalex.org/I82514191"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyril Veillon","raw_affiliation_strings":["Devoteam,Levallois-Perret,France","Devoteam, Levallois-Perret, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Devoteam,Levallois-Perret,France","institution_ids":["https://openalex.org/I4210111582"]},{"raw_affiliation_string":"Devoteam, Levallois-Perret, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019133292"],"corresponding_institution_ids":["https://openalex.org/I110017253","https://openalex.org/I4210144396"],"apc_list":null,"apc_paid":null,"fwci":0.6506,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77432706,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9977999925613403,"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":0.9977999925613403,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9871000051498413,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/attrition","display_name":"Attrition","score":0.9807538986206055},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6765478849411011},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.6243728995323181},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5190654397010803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3942866027355194},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.33904117345809937},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.33668920397758484}],"concepts":[{"id":"https://openalex.org/C2780553607","wikidata":"https://www.wikidata.org/wiki/Q684868","display_name":"Attrition","level":2,"score":0.9807538986206055},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6765478849411011},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.6243728995323181},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5190654397010803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3942866027355194},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.33904117345809937},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.33668920397758484},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dsaa60987.2023.10302498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsaa60987.2023.10302498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04333223v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04333223","pdf_url":"https://hal.science/hal-04333223/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2023, Thessaloniki, Greece. &#x27E8;10.1109/DSAA60987.2023.10302498&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04333223v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04333223","pdf_url":"https://hal.science/hal-04333223/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2023, Thessaloniki, Greece. &#x27E8;10.1109/DSAA60987.2023.10302498&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388405590.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W74648821","https://openalex.org/W95266807","https://openalex.org/W1501470069","https://openalex.org/W1525766717","https://openalex.org/W1562161258","https://openalex.org/W1985716338","https://openalex.org/W2000771269","https://openalex.org/W2010395826","https://openalex.org/W2022148737","https://openalex.org/W2063771604","https://openalex.org/W2083972068","https://openalex.org/W2106147539","https://openalex.org/W2123488392","https://openalex.org/W2172097671","https://openalex.org/W2297422159","https://openalex.org/W2337164530","https://openalex.org/W2769002462","https://openalex.org/W2787707077","https://openalex.org/W2900215310","https://openalex.org/W2910563713","https://openalex.org/W2963232127","https://openalex.org/W3004594894","https://openalex.org/W3007287018","https://openalex.org/W3041047318","https://openalex.org/W3133441036","https://openalex.org/W3147894994","https://openalex.org/W4213251304","https://openalex.org/W4214512856","https://openalex.org/W4224264605","https://openalex.org/W4254829975","https://openalex.org/W4304206031","https://openalex.org/W6602996740","https://openalex.org/W6755799321"],"related_works":["https://openalex.org/W1969175355","https://openalex.org/W2007101045","https://openalex.org/W2056472298","https://openalex.org/W4389273703","https://openalex.org/W2586909830","https://openalex.org/W4231153204","https://openalex.org/W2775846538","https://openalex.org/W2116688168","https://openalex.org/W3124528783","https://openalex.org/W2900291040"],"abstract_inverted_index":{"Employee":[0],"attrition":[1,37,48,60,162],"is":[2,23,38],"a":[3,14,24,124,138,175],"pervasive":[4],"problem":[5],"for":[6,177],"many":[7],"organizations,":[8],"and":[9,57,85,155,184],"reducing":[10],"it":[11,173],"has":[12],"become":[13],"key":[15],"goal":[16],"in":[17,73,81],"the":[18,33,53,65,74,100,112,131,149],"business":[19],"world.":[20],"Although":[21],"there":[22],"substantial":[25],"body":[26],"of":[27,55,83,102,127,133,151,167],"literature":[28,34,75],"on":[29,35,59,143],"predicting":[30],"customer":[31],"attrition,":[32],"employee":[36,47,96,128,144,161],"comparatively":[39],"limited.":[40],"Moreover,":[41],"even":[42],"studies":[43],"that":[44,106,109,118],"do":[45],"address":[46],"often":[49],"fail":[50],"to":[51,69,90,159,180],"consider":[52],"impact":[54,111,142],"time":[56],"duration":[58,156],"rates.":[61,163],"In":[62],"this":[63,71,168],"context,":[64],"present":[66],"paper":[67],"aims":[68],"fill":[70],"gap":[72],"by":[76],"combining":[77],"frequent":[78],"pattern":[79],"mining":[80],"sequences":[82,94,154],"events":[84,108,135],"survival":[86,113],"analysis":[87],"with":[88,123],"Kaplan-Meier":[89],"examine":[91],"how":[92],"event":[93,153],"affect":[95],"attrition.":[97],"We":[98],"introduce":[99],"notion":[101],"survival-changing":[103],"sequential":[104],"patterns":[105,120],"highlight":[107],"significantly":[110],"estimator.":[114],"Our":[115],"findings":[116],"suggest":[117],"certain":[119],"are":[121,170],"associated":[122],"higher":[125],"rate":[126],"retention,":[129],"while":[130],"addition":[132],"specific":[134],"can":[136],"have":[137],"positive":[139],"or":[140],"negative":[141],"survival.":[145],"This":[146],"research":[147,169],"highlights":[148],"importance":[150],"analyzing":[152],"when":[157],"attempting":[158],"reduce":[160],"The":[164],"practical":[165],"implications":[166],"significant,":[171],"as":[172],"provides":[174],"framework":[176],"organizations":[178],"seeking":[179],"retain":[181],"their":[182,186],"employees":[183],"enhance":[185],"overall":[187],"performance.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
