{"id":"https://openalex.org/W2791911050","doi":"https://doi.org/10.1109/infocom.2018.8486298","title":"Towards Personalized Task Matching in Mobile Crowdsensing via Fine-Grained User Profiling","display_name":"Towards Personalized Task Matching in Mobile Crowdsensing via Fine-Grained User Profiling","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2791911050","doi":"https://doi.org/10.1109/infocom.2018.8486298","mag":"2791911050"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2018.8486298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2018.8486298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications","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/A5022200545","display_name":"Shuo Yang","orcid":"https://orcid.org/0000-0001-7106-9169"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuo Yang","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052903517","display_name":"Kunyan Han","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kunyan Han","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050396482","display_name":"Zhenzhe Zheng","orcid":"https://orcid.org/0000-0003-3447-5349"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenzhe Zheng","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050393292","display_name":"Shaojie Tang","orcid":"https://orcid.org/0000-0001-9261-5210"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaojie Tang","raw_affiliation_strings":["Department of Information Systems, University of Texas at Dallas, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, University of Texas at Dallas, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059190563","display_name":"Fan Wu","orcid":"https://orcid.org/0000-0003-0965-9058"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Wu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022200545"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":9.9322,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.97816901,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2411","last_page":"2419"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8897899389266968},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.616743803024292},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5925052165985107},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5015959739685059},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.45508649945259094},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.454163134098053},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.45165643095970154},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.42089176177978516},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.41400736570358276},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3790755271911621},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33786696195602417},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1273486614227295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8897899389266968},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.616743803024292},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5925052165985107},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5015959739685059},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.45508649945259094},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.454163134098053},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.45165643095970154},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42089176177978516},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.41400736570358276},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3790755271911621},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33786696195602417},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1273486614227295},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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":1,"locations":[{"id":"doi:10.1109/infocom.2018.8486298","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2018.8486298","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W960037631","https://openalex.org/W1541280084","https://openalex.org/W1597217844","https://openalex.org/W1967647772","https://openalex.org/W1970756365","https://openalex.org/W1992766323","https://openalex.org/W1999381556","https://openalex.org/W2029396991","https://openalex.org/W2034771068","https://openalex.org/W2039482292","https://openalex.org/W2039922069","https://openalex.org/W2052880471","https://openalex.org/W2054141820","https://openalex.org/W2071309374","https://openalex.org/W2086413055","https://openalex.org/W2094634352","https://openalex.org/W2103333826","https://openalex.org/W2103491965","https://openalex.org/W2118388899","https://openalex.org/W2120826095","https://openalex.org/W2125826911","https://openalex.org/W2131222034","https://openalex.org/W2140310134","https://openalex.org/W2155189155","https://openalex.org/W2162237605","https://openalex.org/W2171960770","https://openalex.org/W2290431464","https://openalex.org/W2462345467","https://openalex.org/W2472736163","https://openalex.org/W2497780306","https://openalex.org/W2505897049","https://openalex.org/W2508096334","https://openalex.org/W2593133890","https://openalex.org/W4242209908","https://openalex.org/W6650328866","https://openalex.org/W6675969814","https://openalex.org/W6680830989","https://openalex.org/W6724982410"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4288390103","https://openalex.org/W4317039510","https://openalex.org/W2489977678"],"abstract_inverted_index":{"In":[0,44],"mobile":[1,82],"crowdsensing,":[2,83],"finding":[3],"the":[4,16,33,37,65,114,119,129,135,152,170,182,188],"best":[5],"match":[6,54],"between":[7],"tasks":[8,55,86,156],"and":[9,18,68,100,142,187,206],"users":[10,57,88],"is":[11,51],"crucial":[12],"to":[13,53,56,87,112,127,150,168,180,199],"ensure":[14],"both":[15,64,203],"quality":[17],"effectiveness":[19],"of":[20,39,63,184],"a":[21,28,60,76,91,107,138,164],"crowdsensing":[22],"system.":[23],"Existing":[24],"works":[25],"usually":[26],"assume":[27],"centralized":[29],"task":[30,42,78,208],"assignment":[31],"by":[32,117],"platform,":[34],"without":[35],"addressing":[36],"need":[38],"fine-grained":[40],"personalized":[41,77,207],"matching.":[43,209],"this":[45],"paper,":[46],"we":[47,74,133,161],"argue":[48],"that":[49,72,94,157,192],"it":[50],"essential":[52],"based":[58,89],"on":[59,90,173],"careful":[61],"characterization":[62],"users'":[66,115,130,171],"preferences":[67,116],"reliability":[69,101,131,172],"levels.":[70],"To":[71],"end,":[73],"propose":[75,143,163],"recommender":[79],"system":[80,194],"for":[81],"which":[84],"recommends":[85],"recommendation":[92],"score":[93],"jointly":[95],"takes":[96],"each":[97],"user's":[98],"preference":[99],"into":[102],"consideration.":[103],"We":[104,176],"first":[105],"present":[106],"simple":[108],"but":[109],"effective":[110],"method":[111,167],"profile":[113,128],"exploiting":[118],"implicit":[120],"feedback":[121],"from":[122],"their":[123],"historical":[124,159],"performance.":[125],"Then,":[126],"levels,":[132],"formalize":[134],"problem":[136],"as":[137],"semi-supervised":[139],"learning":[140],"model,":[141],"an":[144],"efficient":[145],"block":[146],"coordinate":[147],"descent":[148],"algorithm":[149],"solve":[151],"problem.":[153],"For":[154],"some":[155],"lack":[158],"information,":[160],"further":[162],"matrix":[165],"factorization":[166],"infer":[169],"those":[174],"tasks.":[175],"conduct":[177],"extensive":[178],"experiments":[179],"evaluate":[181],"performance":[183,198],"our":[185,193,200],"system,":[186],"evaluation":[189],"results":[190],"demonstrate":[191],"can":[195],"achieve":[196],"superior":[197],"benchmarks":[201],"in":[202],"user":[204],"profiling":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}