{"id":"https://openalex.org/W2734175605","doi":"https://doi.org/10.1109/iwqos.2017.7969165","title":"Task assignment with guaranteed quality for crowdsourcing platforms","display_name":"Task assignment with guaranteed quality for crowdsourcing platforms","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2734175605","doi":"https://doi.org/10.1109/iwqos.2017.7969165","mag":"2734175605"},"language":"en","primary_location":{"id":"doi:10.1109/iwqos.2017.7969165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos.2017.7969165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS)","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/A5033684598","display_name":"Xiaoyan Yin","orcid":"https://orcid.org/0000-0003-3265-2954"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoyan Yin","raw_affiliation_strings":["School of Information Science and Technology, Northwest University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015275781","display_name":"Yanjiao Chen","orcid":"https://orcid.org/0000-0002-1382-0679"},"institutions":[{"id":"https://openalex.org/I4391768271","display_name":"State Key Laboratory of Software Engineering","ror":"https://ror.org/01z3jn402","country_code":null,"type":"facility","lineage":["https://openalex.org/I37461747","https://openalex.org/I4391768271"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjiao Chen","raw_affiliation_strings":["State Key Lab of Software Engineering, Computer School of Wuhan University, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of Software Engineering, Computer School of Wuhan University, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4391768271"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083596391","display_name":"Baochun Li","orcid":"https://orcid.org/0000-0003-2404-0974"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Baochun Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Toronto"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033684598"],"corresponding_institution_ids":["https://openalex.org/I37802460"],"apc_list":null,"apc_paid":null,"fwci":5.2673,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.95396681,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":1.0,"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":1.0,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9940000176429749,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.9556094408035278},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7749466896057129},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7720521688461304},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.7548121213912964},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6303187608718872},{"id":"https://openalex.org/keywords/budget-constraint","display_name":"Budget constraint","score":0.5324175357818604},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5083598494529724},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.48929545283317566},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.43025583028793335},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4240912199020386},{"id":"https://openalex.org/keywords/assignment-problem","display_name":"Assignment problem","score":0.4126829504966736},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3952597975730896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3406023383140564},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.13686922192573547},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09851288795471191},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09041127562522888},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0699770450592041}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9556094408035278},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7749466896057129},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7720521688461304},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.7548121213912964},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6303187608718872},{"id":"https://openalex.org/C8505890","wikidata":"https://www.wikidata.org/wiki/Q605095","display_name":"Budget constraint","level":2,"score":0.5324175357818604},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5083598494529724},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.48929545283317566},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.43025583028793335},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4240912199020386},{"id":"https://openalex.org/C85044808","wikidata":"https://www.wikidata.org/wiki/Q620614","display_name":"Assignment problem","level":2,"score":0.4126829504966736},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3952597975730896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3406023383140564},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.13686922192573547},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09851288795471191},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09041127562522888},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0699770450592041},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwqos.2017.7969165","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwqos.2017.7969165","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W16941573","https://openalex.org/W112880282","https://openalex.org/W1593284348","https://openalex.org/W1595564818","https://openalex.org/W1597217844","https://openalex.org/W1978256120","https://openalex.org/W1985899049","https://openalex.org/W2039259150","https://openalex.org/W2039482292","https://openalex.org/W2044158541","https://openalex.org/W2064783900","https://openalex.org/W2068115726","https://openalex.org/W2116188555","https://openalex.org/W2116199450","https://openalex.org/W2125826911","https://openalex.org/W2126137945","https://openalex.org/W2141017982","https://openalex.org/W2217441737","https://openalex.org/W2398690976","https://openalex.org/W3122031757","https://openalex.org/W4235234911","https://openalex.org/W4285719527","https://openalex.org/W6604594316","https://openalex.org/W6660226263","https://openalex.org/W6712662495"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W2886410948","https://openalex.org/W4390533072","https://openalex.org/W2944486946","https://openalex.org/W3184063238","https://openalex.org/W3132359327"],"abstract_inverted_index":{"Crowdsourcing":[0],"leverages":[1],"the":[2,6,46,67,85,116,126,148,176,182],"collective":[3],"intelligence":[4],"of":[5,48,128,185],"massive":[7],"crowd":[8],"workers":[9,28,50,78,132],"to":[10,24,27,34,55,81],"accomplish":[11],"tasks":[12,26,38,56],"in":[13,29,36,75],"a":[14,18,71,82,93,138,144],"cost-effective":[15],"way.":[16],"On":[17],"crowdsourcing":[19,117],"platform,":[20,118],"it":[21],"is":[22],"challenging":[23],"assign":[25],"an":[30],"appropriate":[31],"way":[32],"due":[33],"heterogeneity":[35],"both":[37],"and":[39,61,84,131,154,160,188],"workers.":[40],"In":[41],"this":[42],"paper,":[43],"we":[44,173],"explore":[45],"problem":[47,151],"assigning":[49],"with":[51,57,152,193],"various":[52],"skill":[53,168],"levels":[54],"different":[58],"quality":[59,95,158],"requirements":[60],"budget":[62,161],"constraints.":[63],"We":[64,136],"first":[65],"formulate":[66],"task":[68,86,107,186],"assignment":[69,108],"as":[70,163,165],"many-to-one":[72,149],"matching":[73,121,150],"problem,":[74],"which":[76,110],"multiple":[77],"are":[79],"assigned":[80],"task,":[83],"can":[87,97,142,179],"be":[88,98],"successfully":[89],"completed":[90],"only":[91],"if":[92],"minimum":[94],"requirement":[96,159],"satisfied":[99],"within":[100],"its":[101],"limited":[102],"budget.":[103],"Different":[104],"from":[105],"traditional":[106],"mechanisms":[109],"focus":[111],"on":[112],"utility":[113],"maximization":[114],"for":[115,147],"our":[119],"proposed":[120,177],"framework":[122],"takes":[123],"into":[124],"consideration":[125],"preferences":[127],"individual":[129],"crowdsourcers":[130],"towards":[133],"each":[134],"other.":[135],"design":[137],"novel":[139],"algorithm":[140,178],"that":[141,175],"generate":[143],"stable":[145],"outcome":[146],"lower":[153],"upper":[155],"bounds":[156],"(i.e.,":[157],"constraint),":[162],"well":[164],"heterogeneous":[166],"worker":[167,189],"levels.":[169],"Through":[170],"extensive":[171],"simulations,":[172],"show":[174],"greatly":[180],"improve":[181],"success":[183],"ratio":[184],"accomplishment":[187],"happiness,":[190],"when":[191],"compared":[192],"existing":[194],"algorithms.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}