{"id":"https://openalex.org/W4360834305","doi":"https://doi.org/10.48550/arxiv.2303.12460","title":"Multi-Task Diffusion Incentive Design for Mobile Crowdsourcing in Social Networks","display_name":"Multi-Task Diffusion Incentive Design for Mobile Crowdsourcing in Social Networks","publication_year":2023,"publication_date":"2023-03-22","ids":{"openalex":"https://openalex.org/W4360834305","doi":"https://doi.org/10.48550/arxiv.2303.12460"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2303.12460","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2303.12460","pdf_url":"https://arxiv.org/pdf/2303.12460","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2303.12460","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028160889","display_name":"Jianxiong Guo","orcid":"https://orcid.org/0000-0002-0994-3297"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guo, Jianxiong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062834800","display_name":"Qiufen Ni","orcid":"https://orcid.org/0000-0002-0462-9549"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ni, Qiufen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070037321","display_name":"Weili Wu","orcid":"https://orcid.org/0000-0001-8747-6340"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Weili","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5037860988","display_name":"Ding\u2010Zhu Du","orcid":"https://orcid.org/0000-0002-7345-2185"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Du, Ding-Zhu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9998999834060669,"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":0.9998999834060669,"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/T11182","display_name":"Auction Theory and Applications","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9923999905586243,"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9011067748069763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7491694688796997},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7455303072929382},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.7160155773162842},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5621673464775085},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4725838899612427},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41873684525489807},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.4122900366783142},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.41209155321121216},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.2789512276649475},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1826452612876892},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12698379158973694},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.09647750854492188},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09328490495681763},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08580666780471802}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9011067748069763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7491694688796997},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7455303072929382},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.7160155773162842},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5621673464775085},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4725838899612427},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41873684525489807},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.4122900366783142},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.41209155321121216},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.2789512276649475},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1826452612876892},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12698379158973694},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.09647750854492188},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09328490495681763},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08580666780471802},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2303.12460","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2303.12460","pdf_url":"https://arxiv.org/pdf/2303.12460","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2303.12460","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2303.12460","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2303.12460","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2303.12460","pdf_url":"https://arxiv.org/pdf/2303.12460","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.41999998688697815,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G5381427449","display_name":null,"funder_award_id":"62202055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8272663713","display_name":null,"funder_award_id":"310432104","funder_id":"https://openalex.org/F4320321432","funder_display_name":"Beijing Normal University"}],"funders":[{"id":"https://openalex.org/F4320320955","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321432","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4360834305.pdf"},"referenced_works_count":0,"referenced_works":[],"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/W2998073084"],"abstract_inverted_index":{"Mobile":[0],"Crowdsourcing":[1],"(MCS)":[2],"is":[3,41,221],"a":[4,42,48,75,81,90,124,151,156],"novel":[5],"distributed":[6],"computing":[7,179],"paradigm":[8],"that":[9,39,130,212],"recruits":[10],"skilled":[11],"workers":[12,95],"to":[13,26,101,116,132,190],"perform":[14,117],"location-dependent":[15],"tasks.":[16,118],"A":[17],"number":[18,50,92],"of":[19,51,93,105,137,178,194,218],"mature":[20],"incentive":[21,169],"mechanisms":[22],"have":[23],"been":[24],"proposed":[25,225],"address":[27,65],"the":[28,70,97,103,109,134,143,175,180,192,216,224],"worker":[29,45,99],"recruitment":[30],"problem":[31,129],"in":[32,60,108],"MCS":[33,71],"systems.":[34],"However,":[35],"they":[36],"all":[37],"assume":[38],"there":[40],"large":[43],"enough":[44],"pool":[46,100],"and":[47,160,203,223,233],"sufficient":[49],"users":[52,115],"can":[53,88],"be":[54,58],"selected.":[55],"This":[56],"may":[57],"impossible":[59],"large-scale":[61],"crowdsourcing":[62,140],"environments.":[63],"To":[64,145,172],"this":[66,85,120,163],"challenge,":[67],"we":[68,87,122,154,165,183,210],"consider":[69],"system":[72],"defined":[73],"on":[74,162],"location-aware":[76],"social":[77,82,110,152],"network":[78],"provided":[79],"by":[80,206],"platform.":[83],"In":[84,119],"system,":[86],"recruit":[89],"small":[91],"seed":[94],"from":[96],"existing":[98],"spread":[102,217],"information":[104,195],"multiple":[106,139,147],"tasks":[107,141,148],"network,":[111,153],"thus":[112],"attracting":[113],"more":[114],"paper,":[121],"propose":[123],"Multi-Task":[125,185],"Diffusion":[126],"Maximization":[127],"(MT-DM)":[128],"aims":[131],"maximize":[133],"total":[135],"utility":[136,193],"performing":[138],"under":[142],"budget.":[144],"accommodate":[146],"diffusion":[149,158,196,220],"over":[150],"create":[155],"multi-task":[157,181,219],"model,":[159,164],"based":[161],"design":[166],"an":[167],"auction-based":[168],"mechanism,":[170],"MT-DM-L.":[171],"deal":[173],"with":[174,236],"high":[176],"complexity":[177],"diffusion,":[182],"adopt":[184],"Reverse":[186],"Reachable":[187],"(MT-RR)":[188],"sets":[189],"approximate":[191],"efficiently.":[197],"Through":[198],"both":[199],"complete":[200],"theoretical":[201],"analysis":[202],"extensive":[204],"simulations":[205],"using":[207],"real-world":[208],"datasets,":[209],"validate":[211],"our":[213],"estimation":[214],"for":[215],"accurate":[222],"mechanism":[226],"achieves":[227],"individual":[228],"rationality,":[229],"truthfulness,":[230],"computational":[231],"efficiency,":[232],"$(1-1/\\sqrt{e}-\\varepsilon)$":[234],"approximation":[235],"at":[237],"least":[238],"$1-\u03b4$":[239],"probability.":[240]},"counts_by_year":[],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}
