{"id":"https://openalex.org/W2736287601","doi":"https://doi.org/10.1109/tsc.2017.2725835","title":"A Crowd-Sensing Framework for Allocation of Time-Constrained and Location-Based Tasks","display_name":"A Crowd-Sensing Framework for Allocation of Time-Constrained and Location-Based Tasks","publication_year":2017,"publication_date":"2017-07-11","ids":{"openalex":"https://openalex.org/W2736287601","doi":"https://doi.org/10.1109/tsc.2017.2725835","mag":"2736287601"},"language":"en","primary_location":{"id":"doi:10.1109/tsc.2017.2725835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2017.2725835","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-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/A5039017437","display_name":"Rebeca Estrada","orcid":"https://orcid.org/0000-0003-3957-9294"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]},{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA","EC"],"is_corresponding":false,"raw_author_name":"Rebeca Estrada","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montr\u00e9al, QC, Canada","Escuela Superior Polit\u00e9cnica del Litoral, ESPOL, FIEC & ReDIT Research Group, Guayaquil, Ecuador"],"raw_orcid":"https://orcid.org/0000-0003-3957-9294","affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Escuela Superior Polit\u00e9cnica del Litoral, ESPOL, FIEC & ReDIT Research Group, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037837666","display_name":"Rabeb Mizouni","orcid":"https://orcid.org/0000-0001-6915-3759"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Rabeb Mizouni","raw_affiliation_strings":["Department of ECE, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0001-6915-3759","affiliations":[{"raw_affiliation_string":"Department of ECE, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049846737","display_name":"Hadi Otrok","orcid":"https://orcid.org/0000-0002-9574-5384"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["AE","CA"],"is_corresponding":false,"raw_author_name":"Hadi Otrok","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montr\u00e9al, QC, Canada","Department of ECE, Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I60158472"]},{"raw_affiliation_string":"Department of ECE, Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060463347","display_name":"Anis Ouali","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Anis Ouali","raw_affiliation_strings":["Etisalat British Telecom Innovation Center (EBTIC), Khalifa University, Abu Dhabi, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Etisalat British Telecom Innovation Center (EBTIC), Khalifa University, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020978568","display_name":"Jamal Bentahar","orcid":"https://orcid.org/0000-0002-3136-4849"},"institutions":[{"id":"https://openalex.org/I60158472","display_name":"Concordia University","ror":"https://ror.org/0420zvk78","country_code":"CA","type":"education","lineage":["https://openalex.org/I60158472"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jamal Bentahar","raw_affiliation_strings":["Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montr\u00e9al, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3136-4849","affiliations":[{"raw_affiliation_string":"Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I60158472"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.6223,"has_fulltext":false,"cited_by_count":90,"citation_normalized_percentile":{"value":0.97492946,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"13","issue":"5","first_page":"769","last_page":"785"},"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9919000267982483,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.9872000217437744,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8638080358505249},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6406621932983398},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5073968768119812},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.47156569361686707},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.462974488735199},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4408632218837738},{"id":"https://openalex.org/keywords/delegation","display_name":"Delegation","score":0.4202268719673157},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4159350097179413},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.41266512870788574},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40052562952041626},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38295599818229675},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25158917903900146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.16296768188476562}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8638080358505249},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6406621932983398},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5073968768119812},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.47156569361686707},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.462974488735199},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4408632218837738},{"id":"https://openalex.org/C86532276","wikidata":"https://www.wikidata.org/wiki/Q1184065","display_name":"Delegation","level":2,"score":0.4202268719673157},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4159350097179413},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.41266512870788574},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40052562952041626},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38295599818229675},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25158917903900146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.16296768188476562},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsc.2017.2725835","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsc.2017.2725835","pdf_url":null,"source":{"id":"https://openalex.org/S204223317","display_name":"IEEE Transactions on Services Computing","issn_l":"1939-1374","issn":["1939-1374","2372-0204"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Services Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1221552","https://openalex.org/W1460409707","https://openalex.org/W1489074405","https://openalex.org/W1510379852","https://openalex.org/W1543258308","https://openalex.org/W1578473173","https://openalex.org/W1582976553","https://openalex.org/W1583075929","https://openalex.org/W1630120088","https://openalex.org/W1972295533","https://openalex.org/W1976535029","https://openalex.org/W1994500462","https://openalex.org/W2005406065","https://openalex.org/W2011039300","https://openalex.org/W2036686581","https://openalex.org/W2039482292","https://openalex.org/W2041749499","https://openalex.org/W2064783900","https://openalex.org/W2072834565","https://openalex.org/W2087191962","https://openalex.org/W2105385568","https://openalex.org/W2105837509","https://openalex.org/W2124823351","https://openalex.org/W2139386984","https://openalex.org/W2207815291","https://openalex.org/W2398885465","https://openalex.org/W2495515310","https://openalex.org/W2516948806","https://openalex.org/W2518887446","https://openalex.org/W2606775912","https://openalex.org/W2952019516","https://openalex.org/W3204917719","https://openalex.org/W4294177484","https://openalex.org/W4392562160","https://openalex.org/W6628610100","https://openalex.org/W6634516926","https://openalex.org/W6687825263","https://openalex.org/W6736135142","https://openalex.org/W6764220643"],"related_works":["https://openalex.org/W2102271161","https://openalex.org/W4313425421","https://openalex.org/W4388714791","https://openalex.org/W2361883455","https://openalex.org/W2952832228","https://openalex.org/W2909324362","https://openalex.org/W2372868951","https://openalex.org/W570712888","https://openalex.org/W1555990437","https://openalex.org/W2124728017"],"abstract_inverted_index":{"Thanks":[0],"to":[1,37,56,87,107,152,173,182,192,210,219,221,275],"the":[2,5,26,43,61,64,68,73,84,98,109,155,160,165,178,194,213,233,260,264,270,281],"capabilities":[3],"of":[4,8,63,196,217,267],"built-in":[6],"sensors":[7],"smart":[9,35],"devices,":[10],"mobile":[11],"crowd-sensing":[12,127],"(MCS)":[13],"has":[14],"become":[15],"a":[16,116,134,139,169,188,277],"promising":[17],"technique":[18],"for":[19,120],"massive":[20],"data":[21,66],"collection.":[22],"In":[23,111],"this":[24,112],"paradigm,":[25],"service":[27,117],"provider":[28],"recruits":[29],"workers":[30,69,102,218],"(i.e.,":[31],"common":[32],"people":[33],"with":[34],"devices)":[36],"perform":[38,108,276],"sensing":[39,157,179,201],"tasks":[40,75,91,158],"requested":[41,234],"by":[42],"consumers.":[44],"To":[45],"efficiently":[46,88,154,211],"handle":[47,153],"workers'":[48],"recruitment":[49,135],"and":[50,72,97,163,186,203,248,272,279,285],"task":[51,141,170,204,224,278],"allocation,":[52],"several":[53],"factors":[54],"have":[55],"be":[57,105],"considered":[58],"such":[59],"as":[60],"quality":[62,228,266],"sensed":[65],"that":[67,100,137,226,259],"can":[70],"deliver":[71],"different":[74],"locations.":[76],"This":[77,129],"allocation":[78,123,142],"becomes":[79],"even":[80],"more":[81],"challenging":[82],"when":[83],"MCS":[85],"tries":[86],"allocate":[89],"multiple":[90],"under":[92],"limited":[93],"budget,":[94],"time":[95,121,274],"constraints,":[96],"uncertainty":[99],"selected":[101],"will":[103],"not":[104],"able":[106],"tasks.":[110],"paper,":[113],"we":[114],"propose":[115],"computing":[118],"framework":[119,130,262],"constrained-task":[122],"in":[124,159],"location":[125],"based":[126,144,198],"systems.":[128],"relies":[131],"on":[132,145,199],"(1)":[133],"algorithm":[136,143],"implements":[138],"multi-objective":[140],"Particle":[146],"Swarm":[147],"Optimization,":[148],"(2)":[149],"queuing":[150],"schemes":[151],"incoming":[156,223],"server":[161],"side":[162],"at":[164],"end-user":[166],"side,":[167],"(3)":[168],"delegation":[171],"mechanism":[172],"avoid":[174],"delaying":[175],"or":[176],"declining":[177],"requests":[180],"due":[181],"unforeseen":[183],"user":[184],"context,":[185],"(4)":[187],"reputation":[189,195,284],"management":[190],"component":[191],"manage":[193],"users":[197],"their":[200,286],"activities":[202],"delegation.":[205],"The":[206],"platform":[207],"goal":[208],"is":[209],"determine":[212],"most":[214],"appropriate":[215],"set":[216],"assign":[220],"each":[222],"so":[225],"high":[227],"results":[229,257],"are":[230,238],"returned":[231],"within":[232],"response":[235,273],"time.":[236],"Simulations":[237],"conducted":[239],"using":[240],"real":[241],"datasets":[242],"from":[243],"Foursquare":[244],"<sup":[245,253],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[246,254],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[247],"Enron":[249],"email":[250],"social":[251],"network.":[252],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[255],"Simulation":[256],"show":[258],"proposed":[261],"maximizes":[263],"aggregated":[265],"information,":[268],"reduces":[269],"budget":[271],"increases":[280],"average":[282],"recommenders'":[283],"payment.":[287]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}