{"id":"https://openalex.org/W2888733209","doi":"https://doi.org/10.1109/percom.2018.8444588","title":"Modeling and Predicting Bike Demand in Large City Situations","display_name":"Modeling and Predicting Bike Demand in Large City Situations","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2888733209","doi":"https://doi.org/10.1109/percom.2018.8444588","mag":"2888733209"},"language":"en","primary_location":{"id":"doi:10.1109/percom.2018.8444588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom.2018.8444588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Pervasive Computing and Communications (PerCom)","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/A5055209946","display_name":"Dimitrios Tomaras","orcid":"https://orcid.org/0000-0002-6972-9567"},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Dimitrios Tomaras","raw_affiliation_strings":["Department of Informatics, Athens University of Economics and Business, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Athens University of Economics and Business, Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045751644","display_name":"Ioannis Boutsis","orcid":null},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Boutsis","raw_affiliation_strings":["Department of Informatics, Athens University of Economics and Business, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Athens University of Economics and Business, Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002042735","display_name":"Vana Kalogeraki","orcid":"https://orcid.org/0000-0002-6421-9947"},"institutions":[{"id":"https://openalex.org/I73142707","display_name":"Athens University of Economics and Business","ror":"https://ror.org/03s262162","country_code":"GR","type":"education","lineage":["https://openalex.org/I73142707"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vana Kalogeraki","raw_affiliation_strings":["Department of Informatics, Athens University of Economics and Business, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, Athens University of Economics and Business, Athens, Greece","institution_ids":["https://openalex.org/I73142707"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055209946"],"corresponding_institution_ids":["https://openalex.org/I73142707"],"apc_list":null,"apc_paid":null,"fwci":4.4043,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.93292266,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9998999834060669,"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":0.9998999834060669,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9993000030517578,"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":0.9980000257492065,"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/relocation","display_name":"Relocation","score":0.9479643106460571},{"id":"https://openalex.org/keywords/bike-sharing","display_name":"Bike sharing","score":0.9312237501144409},{"id":"https://openalex.org/keywords/crowds","display_name":"Crowds","score":0.6114816665649414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6058942079544067},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.5863338708877563},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5435232520103455},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.5361722707748413},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5001637935638428},{"id":"https://openalex.org/keywords/public-transport","display_name":"Public transport","score":0.4461294412612915},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34319794178009033},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17400965094566345},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14814332127571106}],"concepts":[{"id":"https://openalex.org/C2779019381","wikidata":"https://www.wikidata.org/wiki/Q3499564","display_name":"Relocation","level":2,"score":0.9479643106460571},{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.9312237501144409},{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.6114816665649414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6058942079544067},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.5863338708877563},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5435232520103455},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.5361722707748413},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5001637935638428},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.4461294412612915},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34319794178009033},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17400965094566345},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14814332127571106},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/percom.2018.8444588","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percom.2018.8444588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Pervasive Computing and Communications (PerCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W109636739","https://openalex.org/W979337997","https://openalex.org/W1973663713","https://openalex.org/W2054274567","https://openalex.org/W2067452055","https://openalex.org/W2067646912","https://openalex.org/W2075767181","https://openalex.org/W2088171019","https://openalex.org/W2110452945","https://openalex.org/W2169528473","https://openalex.org/W2176511201","https://openalex.org/W2219238525","https://openalex.org/W2268459722","https://openalex.org/W2297059404","https://openalex.org/W2332134228","https://openalex.org/W2337099467","https://openalex.org/W2358962606","https://openalex.org/W2460480794","https://openalex.org/W2511764194","https://openalex.org/W2515292392","https://openalex.org/W2576429989","https://openalex.org/W2758646404","https://openalex.org/W2963089930","https://openalex.org/W6731752663"],"related_works":["https://openalex.org/W2486027828","https://openalex.org/W2380877425","https://openalex.org/W2034964907","https://openalex.org/W2147260044","https://openalex.org/W2365744358","https://openalex.org/W2330526172","https://openalex.org/W2066619073","https://openalex.org/W2386505781","https://openalex.org/W3133992890","https://openalex.org/W4311255551"],"abstract_inverted_index":{"Bike-sharing":[0],"systems":[1,39,143],"have":[2],"enjoyed":[3],"tremendous":[4],"success":[5],"in":[6,37,70,93,122],"many":[7],"major":[8,62,146,155],"cities":[9],"around":[10,64],"the":[11,42,59,65,94,125,177,182,185],"world":[12],"today":[13],"as":[14,98],"a":[15,23,137,166,172],"new":[16],"means":[17,82],"of":[18,44,61,72,86,184],"urban":[19],"public":[20],"transportation":[21,87],"offering":[22],"green":[24],"and":[25,31,88,119,170,197,201],"facile":[26],"solution":[27],"for":[28,140],"daily":[29],"commuters":[30],"tourists.":[32],"One":[33],"common":[34],"problem":[35],"featured":[36],"these":[38],"is":[40,194],"that":[41,114,175,191],"distribution":[43],"bikes":[45,73],"among":[46],"stations":[47,118,159],"can":[48],"be":[49],"quite":[50],"uneven,":[51],"due":[52],"to":[53,103,127],"topography,":[54],"rush":[55],"hours":[56],"or":[57,74,107,162],"during":[58,110,124,154],"occurrence":[60],"events":[63,113],"city.":[66],"This":[67],"often":[68],"results":[69],"shortage":[71],"bike":[75,80,141,151,158],"parking":[76],"racks.":[77],"An":[78],"unbalanced":[79],"system":[81],"an":[83],"unreliable":[84],"form":[85],"disappointed":[89],"users.":[90],"Existing":[91],"works":[92],"literature":[95],"are":[96,100],"limited":[97],"they":[99],"not":[101],"designed":[102],"handle":[104],"fluctuating,":[105],"high":[106,163],"unpredictable":[108],"demand":[109,152,164],"large":[111],"city":[112,147],"typically":[115],"affect":[116],"multiple":[117],"require":[120],"rebalancing":[121],"real-time,":[123],"event,":[126],"ensure":[128],"seamless":[129],"operation.":[130],"In":[131],"this":[132],"work,":[133],"we":[134],"present":[135],"\u201cSmartBIKER\u201d,":[136],"cost-effective":[138],"framework":[139],"sharing":[142],"focusing":[144],"on":[145],"events.":[148],"SmartBIKER":[149],"models":[150],"trends":[153],"events,":[156],"identifies":[157],"with":[160],"low":[161],"using":[165],"trend":[167],"forecasting":[168],"model":[169],"determines":[171],"relocation":[173,178,200],"strategy":[174],"minimizes":[176],"cost":[179],"while":[180],"maximizing":[181],"utility":[183],"stations.":[186],"Our":[187],"experimental":[188],"evaluation":[189],"shows":[190],"our":[192],"approach":[193],"practical,":[195],"efficient":[196],"outperforms":[198],"state-of-the-art":[199],"prediction":[202],"schemes.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":7},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}