{"id":"https://openalex.org/W2889402503","doi":"https://doi.org/10.1109/tkde.2018.2867197","title":"Utilization-Aware Trip Advisor in Bike-Sharing Systems Based on User Behavior Analysis","display_name":"Utilization-Aware Trip Advisor in Bike-Sharing Systems Based on User Behavior Analysis","publication_year":2018,"publication_date":"2018-08-28","ids":{"openalex":"https://openalex.org/W2889402503","doi":"https://doi.org/10.1109/tkde.2018.2867197","mag":"2889402503"},"language":"en","primary_location":{"id":"doi:10.1109/tkde.2018.2867197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2018.2867197","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","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/A5051951845","display_name":"Peng Cheng","orcid":"https://orcid.org/0000-0002-4221-2162"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peng Cheng","raw_affiliation_strings":["School of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-4221-2162","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104022494","display_name":"Ji Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji Hu","raw_affiliation_strings":["School of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101919600","display_name":"Zidong Yang","orcid":"https://orcid.org/0000-0003-0277-3333"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zidong Yang","raw_affiliation_strings":["School of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-0277-3333","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016472874","display_name":"Yuanchao Shu","orcid":"https://orcid.org/0000-0002-9542-7095"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanchao Shu","raw_affiliation_strings":["Microsoft Research, Redmond, WA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9542-7095","affiliations":[{"raw_affiliation_string":"Microsoft Research, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100726041","display_name":"Jiming Chen","orcid":"https://orcid.org/0000-0003-3155-3145"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiming Chen","raw_affiliation_strings":["School of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-3155-3145","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051951845"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":5.1136,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.9426594,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"31","issue":"9","first_page":"1822","last_page":"1835"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9998000264167786,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9984999895095825,"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/T11942","display_name":"Transportation and Mobility Innovations","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"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/renting","display_name":"Renting","score":0.7647372484207153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.724285364151001},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.7078965902328491},{"id":"https://openalex.org/keywords/bike-sharing","display_name":"Bike sharing","score":0.6340705752372742},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5994212627410889},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5421867966651917},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.46015244722366333},{"id":"https://openalex.org/keywords/service-quality","display_name":"Service quality","score":0.41441136598587036},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.33916449546813965},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.13432621955871582},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1132834255695343}],"concepts":[{"id":"https://openalex.org/C85502023","wikidata":"https://www.wikidata.org/wiki/Q157171","display_name":"Renting","level":2,"score":0.7647372484207153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.724285364151001},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7078965902328491},{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.6340705752372742},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5994212627410889},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5421867966651917},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.46015244722366333},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.41441136598587036},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33916449546813965},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.13432621955871582},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1132834255695343},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tkde.2018.2867197","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tkde.2018.2867197","pdf_url":null,"source":{"id":"https://openalex.org/S30698027","display_name":"IEEE Transactions on Knowledge and Data Engineering","issn_l":"1041-4347","issn":["1041-4347","1558-2191","2326-3865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Knowledge and Data Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3874915449","display_name":null,"funder_award_id":"2015CB352503","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W35399427","https://openalex.org/W109636739","https://openalex.org/W1129526491","https://openalex.org/W1533851429","https://openalex.org/W1970180010","https://openalex.org/W1979411729","https://openalex.org/W2009633723","https://openalex.org/W2010323218","https://openalex.org/W2032251915","https://openalex.org/W2036120890","https://openalex.org/W2039985383","https://openalex.org/W2041855438","https://openalex.org/W2051300907","https://openalex.org/W2062672519","https://openalex.org/W2095204134","https://openalex.org/W2145656012","https://openalex.org/W2151828736","https://openalex.org/W2160031103","https://openalex.org/W2246001753","https://openalex.org/W2257214079","https://openalex.org/W2283838654","https://openalex.org/W2297059404","https://openalex.org/W2460480794","https://openalex.org/W2527463215","https://openalex.org/W2795252437","https://openalex.org/W6601424805","https://openalex.org/W6692463782"],"related_works":["https://openalex.org/W2954294845","https://openalex.org/W2521382368","https://openalex.org/W4246472006","https://openalex.org/W3134754987","https://openalex.org/W4386850732","https://openalex.org/W3196058011","https://openalex.org/W2076821048","https://openalex.org/W2472905917","https://openalex.org/W2392571142","https://openalex.org/W3141616519"],"abstract_inverted_index":{"The":[0],"rapid":[1],"development":[2],"of":[3,35,94,117,133,141,153,171,227,239],"bike-sharing":[4],"systems":[5],"has":[6,162],"brought":[7],"people":[8],"enormous":[9],"convenience":[10],"during":[11],"the":[12,16,46,99,130,138,146,151,172,206,225,237],"past":[13],"decade.":[14],"On":[15],"other":[17],"hand,":[18],"high":[19],"transport":[20],"flexibility":[21],"gives":[22],"rise":[23],"to":[24,45,86,136,212],"problems":[25],"for":[26],"both":[27],"users":[28,85,211],"and":[29,67,79,96,111,120,143,219,250],"operators.":[30],"For":[31,57,98],"users,":[32],"dynamic":[33],"distribution":[34],"shared":[36],"bikes":[37,214,242],"caused":[38],"by":[39,83,164,209,244],"uneven":[40],"user":[41,77,131],"demand":[42,132],"often":[43],"leads":[44],"check":[47,50],"in":[48,145],"or":[49],"out":[51],"service":[52,118,125],"unavailable":[53],"at":[54],"some":[55],"stations.":[56,198],"operators,":[58],"unbalanced":[59],"bike":[60,65,109,178,187,207],"usage":[61,188,248,254],"comes":[62],"with":[63,89,114,169,200],"more":[64],"broken":[66],"growing":[68],"maintenance":[69],"cost.":[70],"In":[71],"this":[72],"paper,":[73],"we":[74,102,127,183,204],"consider":[75],"enhancing":[76],"experiences":[78],"rebalance":[80,177],"bicycle":[81,121,193],"utilization":[82],"directing":[84],"different":[87],"stations":[88,113,218],"a":[90,104],"higher":[91],"success":[92,139],"rate":[93,140],"rental":[95,142],"return.":[97],"first":[100],"time,":[101],"devise":[103],"trip":[105],"advisor":[106],"that":[107,150,170,185,236],"recommends":[108],"check-in":[110],"check-out":[112],"joint":[115],"consideration":[116],"quality":[119],"utilization.":[122],"To":[123,176],"ensure":[124],"quality,":[126],"firstly":[128],"predict":[129],"each":[134],"station":[135,202],"obtain":[137],"return":[144],"future.":[147],"Experiments":[148],"indicate":[149],"precision":[152],"our":[154,228],"method":[155],"is":[156,189],"as":[157,159,167],"much":[158],"0.826,":[160],"which":[161],"raised":[163],"25.9":[165],"percent":[166,246,252],"compared":[168],"historical":[173,181],"average":[174],"method.":[175],"usage,":[179],"from":[180,191],"data,":[182],"identify":[184],"biased":[186],"rooted":[190],"circumscribed":[192],"circulation":[194,208],"among":[195],"few":[196],"active":[197,217],"Therefore,":[199],"defined":[201],"activeness,":[203],"optimize":[205],"leading":[210],"shift":[213],"between":[215],"highly":[216],"inactive":[220],"ones.":[221],"We":[222],"extensively":[223],"evaluate":[224],"performance":[226],"design":[229],"through":[230],"real-world":[231],"datasets.":[232],"Evaluation":[233],"results":[234],"show":[235],"percentage":[238],"frequently":[240],"used":[241],"decreases":[243],"33.6":[245],"on":[247,253],"number":[249],"28.6":[251],"time.":[255]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
