{"id":"https://openalex.org/W2733936787","doi":"https://doi.org/10.1109/sahcn.2017.7964917","title":"Composite Task Selection with Heterogeneous Crowdsourcing","display_name":"Composite Task Selection with Heterogeneous Crowdsourcing","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2733936787","doi":"https://doi.org/10.1109/sahcn.2017.7964917","mag":"2733936787"},"language":"en","primary_location":{"id":"doi:10.1109/sahcn.2017.7964917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sahcn.2017.7964917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","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/A5100778354","display_name":"Jianhui Zhang","orcid":"https://orcid.org/0000-0002-0979-6514"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhui Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382207","display_name":"Zhi Li","orcid":"https://orcid.org/0000-0001-5074-4049"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Li","raw_affiliation_strings":["College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082208896","display_name":"Xiaojun Lin","orcid":"https://orcid.org/0000-0001-9117-7212"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaojun Lin","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, IN, U.S.A"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, IN, U.S.A","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067982954","display_name":"Feilong Jiang","orcid":"https://orcid.org/0000-0002-8399-5132"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feilong Jiang","raw_affiliation_strings":["College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100778354"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":1.1287,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82984769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"49","issue":null,"first_page":"1","last_page":"9"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.992900013923645,"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":0.8093669414520264},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.762365460395813},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7200130820274353},{"id":"https://openalex.org/keywords/stochastic-game","display_name":"Stochastic game","score":0.6994051933288574},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6413745284080505},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6144114136695862},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.5600240230560303},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43196651339530945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4096379578113556},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2949557304382324},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13008591532707214},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08823421597480774},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.07042479515075684}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.8093669414520264},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.762365460395813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7200130820274353},{"id":"https://openalex.org/C22171661","wikidata":"https://www.wikidata.org/wiki/Q1074380","display_name":"Stochastic game","level":2,"score":0.6994051933288574},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6413745284080505},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6144114136695862},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.5600240230560303},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43196651339530945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4096379578113556},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2949557304382324},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13008591532707214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08823421597480774},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.07042479515075684},{"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/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sahcn.2017.7964917","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sahcn.2017.7964917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 14th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1483823870","https://openalex.org/W1593284348","https://openalex.org/W1976535029","https://openalex.org/W1996573126","https://openalex.org/W2026490835","https://openalex.org/W2029396991","https://openalex.org/W2036265926","https://openalex.org/W2039482292","https://openalex.org/W2055633552","https://openalex.org/W2064783900","https://openalex.org/W2076977777","https://openalex.org/W2102199239","https://openalex.org/W2125636109","https://openalex.org/W2125826911","https://openalex.org/W2127347346","https://openalex.org/W2152918251","https://openalex.org/W2264428284","https://openalex.org/W2272252781","https://openalex.org/W3022321359","https://openalex.org/W3124140999"],"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/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W1522438124"],"abstract_inverted_index":{"A":[0],"common":[1],"feature":[2],"among":[3],"many":[4],"crowdsourcing":[5],"applications":[6],"is":[7,188,194],"to":[8,26,43,64,89,114,127,180],"decompose":[9],"the":[10,81,87,129,169,181,184,201,204,212,216],"huge":[11],"or":[12],"complex":[13],"tasks":[14,31],"into":[15],"some":[16,21],"small":[17],"sub-ones,":[18],"which":[19,40],"require":[20],"users":[22,59,73,85,111,130,187],"with":[23,69,106],"different":[24],"skills":[25],"implement.":[27],"The":[28,190,208],"kind":[29],"of":[30,52,83,186,192,200,215],"are":[32,41,55,74,98,139],"composite":[33],"and":[34,46,109,137,153,157,176,203],"called":[35],"Composite":[36,122,148],"Tasks":[37],"(CTs)":[38],",":[39],"said":[42],"be":[44,115],"completed":[45],"return":[47],"reward":[48],"only":[49],"after":[50],"all":[51],"their":[53,91,132],"sub-tasks":[54,67],"finished":[56],"successfully.":[57],"Meanwhile,":[58],"may":[60],"have":[61],"various":[62],"capabilities":[63],"implement":[65],"diverse":[66],"(STs)":[68],"corresponding":[70],"cost":[71],"so":[72],"heterogeneous.":[75],"In":[76],"this":[77],"paper,":[78],"we":[79,144],"study":[80],"problem":[82,105],"how":[84],"choose":[86,131],"STs":[88],"maximize":[90],"payoff":[92,103,175,202],"(reward":[93],"minus":[94],"cost)":[95],"when":[96,183],"there":[97],"multiple":[99,107],"such":[100],"CTs.":[101],"This":[102],"maximization":[104],"CTs":[108],"heterogeneous":[110],"turns":[112],"out":[113],"NP-completed.":[116],"We":[117],"then":[118],"propose":[119],"a":[120,146,154,173],"Local":[121],"Task":[123,149],"Selection":[124,150],"(LCTS)":[125],"algorithm":[126,152,162,171],"help":[128],"subtask":[133],"strategies.":[134],"Its":[135],"convergence":[136,214],"complexity":[138],"analyzed":[140],"theoretically.":[141],"For":[142],"comparison,":[143],"design":[145],"centralized":[147],"(CTS)":[151],"Low":[155],"Cost":[156],"Random":[158],"sub-task":[159],"selection":[160],"(LCR)":[161],"as":[163],"benchmarks.":[164],"Numerical":[165],"results":[166,209],"suggest":[167],"that":[168],"LCTS":[170,193,217],"achieves":[172],"similar":[174],"task":[177,205],"completion":[178,206],"ratio":[179],"CTS":[182],"number":[185],"large.":[189],"performance":[191],"highly":[195],"over":[196],"LCR":[197],"on":[198],"both":[199],"ratio.":[207],"also":[210],"illustrate":[211],"quick":[213],"algorithm.":[218]},"counts_by_year":[{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}