{"id":"https://openalex.org/W3109371532","doi":"https://doi.org/10.1145/3397536.3422335","title":"Turbo-GTS","display_name":"Turbo-GTS","publication_year":2020,"publication_date":"2020-11-03","ids":{"openalex":"https://openalex.org/W3109371532","doi":"https://doi.org/10.1145/3397536.3422335","mag":"3109371532"},"language":"en","primary_location":{"id":"doi:10.1145/3397536.3422335","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397536.3422335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Advances in Geographic Information Systems","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/A5100785034","display_name":"Wei Li","orcid":"https://orcid.org/0000-0003-2467-4846"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wei Li","raw_affiliation_strings":["Dept. of Computer Science and Software Engineering, Auburn University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Software Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110673888","display_name":"Haiquan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I43522216","display_name":"California State University, Sacramento","ror":"https://ror.org/03e26wv14","country_code":"US","type":"education","lineage":["https://openalex.org/I43522216"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haiquan Chen","raw_affiliation_strings":["Department of Computer Science, California State University, Sacramento, Sacramento, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, California State University, Sacramento, Sacramento, CA, USA","institution_ids":["https://openalex.org/I43522216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001457193","display_name":"Wei\u2010Shinn Ku","orcid":"https://orcid.org/0000-0001-8636-4689"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei-Shinn Ku","raw_affiliation_strings":["Dept. of Computer Science and Software Engineering, Auburn University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Software Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042766429","display_name":"Xiao Qin","orcid":"https://orcid.org/0000-0002-8345-3587"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiao Qin","raw_affiliation_strings":["Dept. of Computer Science and Software Engineering, Auburn University, Auburn, AL, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science and Software Engineering, Auburn University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100785034"],"corresponding_institution_ids":["https://openalex.org/I82497590"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17345133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"155","last_page":"158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9990000128746033,"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/T12546","display_name":"Smart Parking Systems Research","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.819747805595398},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6706979870796204},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.49061599373817444},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4747084677219391},{"id":"https://openalex.org/keywords/swap","display_name":"Swap (finance)","score":0.4737725555896759},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.4189058542251587},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4158518314361572},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14145761728286743},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12758666276931763}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.819747805595398},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6706979870796204},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.49061599373817444},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4747084677219391},{"id":"https://openalex.org/C99821215","wikidata":"https://www.wikidata.org/wiki/Q1136583","display_name":"Swap (finance)","level":2,"score":0.4737725555896759},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.4189058542251587},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4158518314361572},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14145761728286743},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12758666276931763},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3397536.3422335","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3397536.3422335","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th International Conference on Advances in Geographic Information Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W574900623","https://openalex.org/W2016674167","https://openalex.org/W2050576295","https://openalex.org/W2071702404","https://openalex.org/W2295817712","https://openalex.org/W2327434152","https://openalex.org/W2329660289","https://openalex.org/W2778910241","https://openalex.org/W3013236941","https://openalex.org/W6654783088"],"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/W3207526114"],"abstract_inverted_index":{"In":[0],"mobile":[1,22,170],"crowdsourcing,":[2],"workers":[3,123],"are":[4],"financially":[5],"motivated":[6],"to":[7,11,25,42,45,145],"perform":[8],"self-selected":[9],"tasks":[10,29,41,52,200],"maximize":[12,46],"their":[13],"revenue.":[14],"Unfortunately,":[15],"the":[16,47,51,100,125,147,153,168,182,187,190,195,199,206,211,218],"existing":[17],"task":[18,73,76,154],"scheduling":[19,95],"approaches":[20],"in":[21,106,131,163,174,192,228],"crowdsourcing":[23],"fail":[24],"scale":[26],"for":[27,57,143],"massive":[28],"and":[30,68,79,89,103,151,178,210],"large":[31],"geographic":[32,81],"areas.":[33],"We":[34,215],"present":[35],"Turbo-GTS,":[36],"a":[37,164],"system":[38],"that":[39,53,115,201],"assigns":[40],"each":[43,157],"worker":[44,60,158,208],"total":[48,196],"number":[49,197],"of":[50,85,133,156,184,189,194,198,221],"can":[54,202],"be":[55,203],"completed":[56],"an":[58,140],"entire":[59,207],"group":[61,209],"while":[62],"taking":[63],"into":[64],"account":[65],"various":[66],"spatial":[67],"temporal":[69],"constraints,":[70],"such":[71],"as":[72],"execution":[74],"duration,":[75],"expiration":[77],"time,":[78],"worker/task":[80],"locations.":[82],"The":[83,111],"core":[84],"Turbo-GTS":[86,116,138,185,222],"is":[87,114],"WBT-NNH":[88],"WBT-NUD,":[90],"our":[91,107],"two":[92,224],"newly":[93],"developed":[94],"algorithms,":[96,101],"which":[97],"build":[98],"on":[99],"QT-NNH":[102],"QT-NUD,":[104],"proposed":[105,126],"prior":[108],"work":[109],"[5].":[110],"key":[112],"idea":[113],"performs":[117],"dynamic":[118],"workload":[119],"balancing":[120],"among":[121],"all":[122],"using":[124],"Workload-balancing":[127],"Bisection":[128],"Tree":[129],"(WBT)":[130],"support":[132],"large-scale":[134],"Geo-Task":[135],"Scheduling":[136],"(GTS).":[137],"includes":[139],"interactive":[141],"interface":[142,220],"users":[144],"load":[146],"current":[148],"task/worker":[149],"distributions":[150],"compare":[152],"assignment":[155],"returned":[159],"by":[160,205],"different":[161],"algorithms":[162],"real-time":[165],"fashion.":[166],"Using":[167],"Foursquare":[169],"user":[171],"check-in":[172],"data":[173],"New":[175,229],"York":[176,230],"City":[177],"Tokyo,":[179],"we":[180],"show":[181],"superiority":[183],"over":[186],"state":[188],"art":[191],"terms":[193],"accomplished":[204],"corresponding":[212],"running":[213],"time.":[214],"also":[216],"demonstrate":[217],"front-end":[219],"with":[223],"exploratory":[225],"use":[226],"cases":[227],"City.":[231]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-12-07T00:00:00"}
