{"id":"https://openalex.org/W3140863171","doi":"https://doi.org/10.1109/ccwc51732.2021.9375958","title":"Station-level Demand Prediction for Bike-Sharing System","display_name":"Station-level Demand Prediction for Bike-Sharing System","publication_year":2021,"publication_date":"2021-01-27","ids":{"openalex":"https://openalex.org/W3140863171","doi":"https://doi.org/10.1109/ccwc51732.2021.9375958","mag":"3140863171"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc51732.2021.9375958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc51732.2021.9375958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC)","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/A5065827682","display_name":"Arthi Akilandesvari Ramesh","orcid":null},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arthi Akilandesvari Ramesh","raw_affiliation_strings":["California State University, Fullerton, Fullerton, USA"],"affiliations":[{"raw_affiliation_string":"California State University, Fullerton, Fullerton, USA","institution_ids":["https://openalex.org/I142934699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028041019","display_name":"Sai Pavani Nagisetti","orcid":null},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sai Pavani Nagisetti","raw_affiliation_strings":["California State University, Fullerton, Fullerton, USA"],"affiliations":[{"raw_affiliation_string":"California State University, Fullerton, Fullerton, USA","institution_ids":["https://openalex.org/I142934699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070954935","display_name":"Nikhil Sridhar","orcid":null},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nikhil Sridhar","raw_affiliation_strings":["California State University, Fullerton, Fullerton, USA"],"affiliations":[{"raw_affiliation_string":"California State University, Fullerton, Fullerton, USA","institution_ids":["https://openalex.org/I142934699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010213974","display_name":"Kenytt Avery","orcid":null},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenytt Avery","raw_affiliation_strings":["California State University, Fullerton, Fullerton, USA"],"affiliations":[{"raw_affiliation_string":"California State University, Fullerton, Fullerton, USA","institution_ids":["https://openalex.org/I142934699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001331666","display_name":"Doina Bein","orcid":"https://orcid.org/0000-0002-5072-1979"},"institutions":[{"id":"https://openalex.org/I142934699","display_name":"California State University, Fullerton","ror":"https://ror.org/02avqqw26","country_code":"US","type":"education","lineage":["https://openalex.org/I142934699"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Doina Bein","raw_affiliation_strings":["California State University, Fullerton, Fullerton, USA"],"affiliations":[{"raw_affiliation_string":"California State University, Fullerton, Fullerton, USA","institution_ids":["https://openalex.org/I142934699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065827682"],"corresponding_institution_ids":["https://openalex.org/I142934699"],"apc_list":null,"apc_paid":null,"fwci":1.8174,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85142914,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","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"}},"topics":[{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","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":0.9976999759674072,"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":0.9914000034332275,"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/bike-sharing","display_name":"Bike sharing","score":0.8727637529373169},{"id":"https://openalex.org/keywords/trips-architecture","display_name":"TRIPS architecture","score":0.6676339507102966},{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.6023069620132446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5186249613761902},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.5024456977844238},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.49572956562042236},{"id":"https://openalex.org/keywords/supply-and-demand","display_name":"Supply and demand","score":0.4785226583480835},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.41586458683013916},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.41142237186431885},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.33513641357421875},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2609439790248871},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1470470428466797},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1340864896774292},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13150528073310852}],"concepts":[{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.8727637529373169},{"id":"https://openalex.org/C157085824","wikidata":"https://www.wikidata.org/wiki/Q2384809","display_name":"TRIPS architecture","level":2,"score":0.6676339507102966},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.6023069620132446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5186249613761902},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.5024456977844238},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.49572956562042236},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.4785226583480835},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.41586458683013916},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.41142237186431885},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33513641357421875},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2609439790248871},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1470470428466797},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1340864896774292},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13150528073310852},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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:10.1109/ccwc51732.2021.9375958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc51732.2021.9375958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE 11th Annual Computing and Communication Workshop and Conference (CCWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2004683304","https://openalex.org/W2769566038","https://openalex.org/W2883442340","https://openalex.org/W2911432088","https://openalex.org/W2982385943","https://openalex.org/W2982484891","https://openalex.org/W4229602251"],"related_works":["https://openalex.org/W2607236244","https://openalex.org/W2807758032","https://openalex.org/W4224254130","https://openalex.org/W2152103536","https://openalex.org/W2107643127","https://openalex.org/W2382083831","https://openalex.org/W4313422750","https://openalex.org/W4285392842","https://openalex.org/W2501030226","https://openalex.org/W2353698110"],"abstract_inverted_index":{"Bike-sharing":[0],"programs":[1],"have":[2],"received":[3],"increasing":[4,39,49],"attention":[5],"in":[6,35,100,124,164,170],"the":[7,16,20,24,30,48,56,66,83,91,96,115,120,140,148,160,174,180,183,193,197,207,214,226,234,250],"recent":[8],"years":[9],"due":[10,255,265],"to":[11,29,44,94,114,158,188,195,244,256,266],"their":[12],"positive":[13],"impact":[14],"on":[15,206,220],"environment":[17],"coupled":[18],"with":[19,182,209,262],"awareness":[21],"created":[22],"by":[23,192],"environmental":[25,31],"activists.":[26],"In":[27],"addition":[28],"advantages,":[32],"cycling":[33,40],"aids":[34],"improving":[36],"public":[37],"health,":[38],"population":[41],"and":[42,69,135,155,179,217],"contributing":[43],"transit":[45],"use.":[46],"With":[47],"number":[50,161],"of":[51,139,162,202],"bike-sharing":[52,78,92],"service":[53,67],"providers":[54,68,231],"around":[55],"world,":[57],"a":[58,108,133,167],"real-time":[59,101,109],"demand-supply":[60,97,110,121],"tracking":[61],"system":[62,111],"which":[63,240],"brings":[64],"together":[65],"bike":[70,116,141,258],"enthusiasts":[71],"is":[72,186],"implemented.":[73],"Though":[74],"there":[75,86],"are":[76,87,177,260],"several":[77],"applications":[79],"readily":[80],"available":[81],"for":[82,90,98,102,122,225,236],"users,":[84],"currently":[85],"no":[88],"apps":[89],"owners":[93],"track":[95],"bikes":[99,123,163,246],"any":[103,125,129,237],"given":[104],"station.":[105],"We":[106],"implemented":[107],"that":[112],"provides":[113],"owner":[117],"information":[118,190],"regarding":[119],"particular":[126,130,168,238],"station":[127,169,239],"at":[128,166],"time":[131],"through":[132],"dashboard":[134,194],"also":[136],"does":[137],"forecasting":[138,146],"demand.":[142,198],"The":[143],"Bike":[144,229,253],"Demand":[145],"uses":[147],"following":[149],"classifiers:":[150],"random":[151],"forest,":[152],"gradient":[153],"boosting":[154],"linear":[156],"regression,":[157],"predict":[159],"demand":[165,235],"real-time.":[171],"Results":[172],"from":[173,247],"above-mentioned":[175],"methods":[176],"compared":[178],"method":[181],"best":[184],"results":[185],"chosen":[187,224],"supplement":[189],"provided":[191],"show":[196],"For":[199],"all":[200,210,213],"three":[201],"our":[203],"datasets,":[204],"XGBoost":[205,219],"dataset":[208],"stations":[211,248],"outperformed":[212],"other":[215],"models":[216],"hence":[218],"trips":[221],"data":[222],"was":[223],"web":[227],"application.":[228],"share":[230],"will":[232,241],"know":[233],"enable":[242],"them":[243],"fetch":[245],"using":[249],"Web":[251],"UI.":[252],"shortages":[254],"uneven":[257],"distribution":[259],"avoided":[261],"high":[263],"accuracy":[264],"fast":[267],"prediction.":[268]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
