{"id":"https://openalex.org/W7125905368","doi":"https://doi.org/10.1109/smc58881.2025.11342445","title":"Solving the Flexible Task Allocation Problem via Group Role Assignment in Crowdsourcing","display_name":"Solving the Flexible Task Allocation Problem via Group Role Assignment in Crowdsourcing","publication_year":2025,"publication_date":"2025-10-05","ids":{"openalex":"https://openalex.org/W7125905368","doi":"https://doi.org/10.1109/smc58881.2025.11342445"},"language":null,"primary_location":{"id":"doi:10.1109/smc58881.2025.11342445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11342445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5068100643","display_name":"Kangjin Wang","orcid":"https://orcid.org/0009-0000-5607-1607"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kangjin Wang","raw_affiliation_strings":["Guangdong University of Technology,School of Computer Science and Technology,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology,School of Computer Science and Technology,Guangzhou,China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015102012","display_name":"Qilin Huang","orcid":"https://orcid.org/0000-0002-0819-4829"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qilin Huang","raw_affiliation_strings":["Guangdong University of Technology,School of Computer Science and Technology,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology,School of Computer Science and Technology,Guangzhou,China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101198804","display_name":"Haibin Zhu","orcid":"https://orcid.org/0000-0002-6239-6333"},"institutions":[{"id":"https://openalex.org/I138900291","display_name":"Nipissing University","ror":"https://ror.org/05k14ba46","country_code":"CA","type":"education","lineage":["https://openalex.org/I138900291"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Haibin Zhu","raw_affiliation_strings":["Nipissing University,Department of Computer Science and Mathematics,North Bay,Canada"],"affiliations":[{"raw_affiliation_string":"Nipissing University,Department of Computer Science and Mathematics,North Bay,Canada","institution_ids":["https://openalex.org/I138900291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064159741","display_name":"Dongning Liu","orcid":"https://orcid.org/0000-0003-3588-5833"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongning Liu","raw_affiliation_strings":["Guangdong University of Technology,School of Computer Science and Technology,Guangzhou,China"],"affiliations":[{"raw_affiliation_string":"Guangdong University of Technology,School of Computer Science and Technology,Guangzhou,China","institution_ids":["https://openalex.org/I139024713"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068100643"],"corresponding_institution_ids":["https://openalex.org/I139024713"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79923167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4782","last_page":"4787"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12501","display_name":"Digital Economy and Work Transformation","score":0.0010999999940395355,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11675","display_name":"Open Source Software Innovations","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9916999936103821},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7555999755859375},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.483599990606308},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.47909998893737793},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.3995000123977661},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.38269999623298645}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9916999936103821},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7555999755859375},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6851000189781189},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.483599990606308},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.47909998893737793},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.476500004529953},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3995000123977661},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.38269999623298645},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.34549999237060547},{"id":"https://openalex.org/C32810761","wikidata":"https://www.wikidata.org/wiki/Q17082146","display_name":"Crowdsourcing software development","level":5,"score":0.3190000057220459},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.30309998989105225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30149999260902405},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2946999967098236},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.28290000557899475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2800999879837036},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2703999876976013}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc58881.2025.11342445","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc58881.2025.11342445","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6459687352180481,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1943138586","https://openalex.org/W1995211436","https://openalex.org/W2077297105","https://openalex.org/W2096377923","https://openalex.org/W2236520910","https://openalex.org/W2272252781","https://openalex.org/W2293201672","https://openalex.org/W2297413314","https://openalex.org/W2329105431","https://openalex.org/W2340432473","https://openalex.org/W2344266524","https://openalex.org/W2381596065","https://openalex.org/W2400094373","https://openalex.org/W2606765271","https://openalex.org/W2608394281","https://openalex.org/W2615457034","https://openalex.org/W2747847748","https://openalex.org/W2748811888","https://openalex.org/W2758475033","https://openalex.org/W2795242006","https://openalex.org/W2896639301","https://openalex.org/W2972512557","https://openalex.org/W3015419935","https://openalex.org/W3043571211","https://openalex.org/W3111501642","https://openalex.org/W3131095178","https://openalex.org/W3164599350","https://openalex.org/W3205330312","https://openalex.org/W4206608432","https://openalex.org/W4406839995"],"related_works":[],"abstract_inverted_index":{"Flexible":[0,51],"employment":[1],"remains":[2],"a":[3,84,113,143],"critical":[4],"topic":[5],"for":[6,124],"crowdsourcing":[7,25,46,139,152],"platforms.":[8],"Decision-makers":[9],"always":[10],"focus":[11],"their":[12,159],"attention":[13],"on":[14],"maximizing":[15],"operational":[16],"efficiency,":[17],"yet":[18],"rarely":[19],"prioritize":[20],"the":[21,40,50,64,75,101,119,128,135,172],"work":[22,136],"experience":[23,44,137],"of":[24,42,66,118,138,174],"employees.":[26],"However,":[27],"suboptimal":[28],"working":[29],"conditions":[30],"contribute":[31],"to":[32,63,111,146,169],"user":[33],"attrition,":[34],"ultimately":[35],"diminishing":[36],"platform":[37],"profitability.":[38],"While":[39],"importance":[41],"worker":[43],"in":[45,91,166],"platforms":[47,153],"is":[48,74],"recognized,":[49],"Task":[52],"Allocation":[53],"Problem":[54],"(FTAP)":[55],"has":[56],"seen":[57],"relatively":[58],"little":[59],"computational":[60,86],"investigation":[61],"due":[62],"absence":[65],"powerful":[67],"quantitative":[68],"analytical":[69],"tools.":[70],"A":[71],"notable":[72],"exception":[73],"Environment-Classes,":[76],"Agents,":[77],"Roles,":[78],"Groups,":[79],"and":[80,104,115,126,157],"Objects":[81],"(E-CARGO)":[82],"model,":[83],"mature":[85],"framework":[87],"with":[88],"demonstrated":[89],"efficacy":[90],"resolving":[92],"similar":[93],"socio-technical":[94],"challenges.":[95],"Consequently,":[96],"this":[97,167],"study":[98,168],"builds":[99],"upon":[100],"E-CARGO":[102],"model":[103,131],"its":[105],"Group":[106],"Role":[107],"Assignment":[108],"(GRA)":[109],"sub-model":[110],"provide":[112],"formalization":[114],"systematic":[116],"analysis":[117],"FTAP.":[120],"By":[121],"incorporating":[122],"adjustments":[123],"distance":[125],"role-switching,":[127],"enhanced":[129],"GRA":[130],"can":[132],"significantly":[133],"optimize":[134],"employees,":[140],"albeit":[141],"at":[142],"slight":[144],"cost":[145],"overall":[147],"performance.":[148],"This":[149],"improvement":[150],"helps":[151],"retain":[154],"more":[155],"users":[156],"expand":[158],"scale.":[160],"Relevant":[161],"simulation":[162],"experiments":[163],"are":[164],"conducted":[165],"rigorously":[170],"evaluate":[171],"effectiveness":[173],"these":[175],"optimizations.":[176]},"counts_by_year":[],"updated_date":"2026-01-29T23:17:01.242718","created_date":"2026-01-29T00:00:00"}