{"id":"https://openalex.org/W3208590529","doi":"https://doi.org/10.1145/3486626.3493434","title":"Transfer learning approach to bicycle-sharing systems' station location planning using OpenStreetMap data","display_name":"Transfer learning approach to bicycle-sharing systems' station location planning using OpenStreetMap data","publication_year":2021,"publication_date":"2021-11-02","ids":{"openalex":"https://openalex.org/W3208590529","doi":"https://doi.org/10.1145/3486626.3493434","mag":"3208590529"},"language":"en","primary_location":{"id":"doi:10.1145/3486626.3493434","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486626.3493434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2111.00990","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086949386","display_name":"Kamil Raczycki","orcid":"https://orcid.org/0000-0002-3715-4869"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Kamil Raczycki","raw_affiliation_strings":["Wroc\u0142aw University of Science and Technology, Wroc\u0142aw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wroc\u0142aw University of Science and Technology, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029267128","display_name":"Piotr Szyma\u0144ski","orcid":"https://orcid.org/0000-0002-7733-3239"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Piotr Szyma\u0144ski","raw_affiliation_strings":["Wroc\u0142aw University of Science and Technology, Wroc\u0142aw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wroc\u0142aw University of Science and Technology, Wroc\u0142aw, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2969,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83586284,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"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/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9972000122070312,"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":0.6520112156867981},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5810920596122742},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5564497113227844},{"id":"https://openalex.org/keywords/bike-sharing","display_name":"Bike sharing","score":0.5299566388130188},{"id":"https://openalex.org/keywords/transportation-planning","display_name":"Transportation planning","score":0.4887354373931885},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4803389310836792},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.44784653186798096},{"id":"https://openalex.org/keywords/urban-planning","display_name":"Urban planning","score":0.43784910440444946},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3802529275417328},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13837671279907227},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13772818446159363},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.12213066220283508}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6520112156867981},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5810920596122742},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5564497113227844},{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.5299566388130188},{"id":"https://openalex.org/C39118121","wikidata":"https://www.wikidata.org/wiki/Q1034047","display_name":"Transportation planning","level":2,"score":0.4887354373931885},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4803389310836792},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.44784653186798096},{"id":"https://openalex.org/C49545453","wikidata":"https://www.wikidata.org/wiki/Q69883","display_name":"Urban planning","level":2,"score":0.43784910440444946},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3802529275417328},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13837671279907227},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13772818446159363},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.12213066220283508},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3486626.3493434","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486626.3493434","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM SIGSPATIAL International Workshop on Advances in Resilient and Intelligent Cities","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2111.00990","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.00990","pdf_url":"https://arxiv.org/pdf/2111.00990","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2111.00990","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2111.00990","pdf_url":"https://arxiv.org/pdf/2111.00990","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2004683304","https://openalex.org/W2053109393","https://openalex.org/W2101234009","https://openalex.org/W2246001753","https://openalex.org/W2755623735","https://openalex.org/W2808962574","https://openalex.org/W2890491612","https://openalex.org/W2890775466","https://openalex.org/W2908897420","https://openalex.org/W2986643491","https://openalex.org/W2997591727","https://openalex.org/W3038873068","https://openalex.org/W3087500993","https://openalex.org/W3093843157","https://openalex.org/W3131604744","https://openalex.org/W3135964243","https://openalex.org/W3156592875","https://openalex.org/W3157227076","https://openalex.org/W3204051107"],"related_works":["https://openalex.org/W2380432935","https://openalex.org/W614136136","https://openalex.org/W3141616519","https://openalex.org/W654375753","https://openalex.org/W2350606316","https://openalex.org/W2152726657","https://openalex.org/W2388964889","https://openalex.org/W658181159","https://openalex.org/W2356155272","https://openalex.org/W2377548924"],"abstract_inverted_index":{"Bicycle-sharing":[0],"systems":[1,189],"(BSS)":[2],"have":[3,51],"become":[4,100],"a":[5,57,61,94,124,157,184,202,213,217],"daily":[6],"reality":[7],"for":[8,90],"many":[9],"citizens":[10,86],"of":[11,22,64,114,133,198,219],"larger,":[12],"wealthier":[13],"cities":[14,43,154,164,192],"in":[15,47,102,106,118,155,190,207],"developed":[16,161],"regions.":[17],"However,":[18],"planning":[19,135,212],"the":[20,68,76,104,112,131,168,199],"layout":[21,39,120,215],"bicycle-sharing":[23],"stations":[24],"usually":[25],"requires":[26],"expensive":[27],"data":[28,146],"gathering,":[29],"surveying":[30],"travel":[31],"behavior":[32],"and":[33,44,116,122,129,149,175],"trip":[34],"modelling":[35],"followed":[36],"by":[37,136],"station":[38,150,185,214],"optimization.":[40],"Many":[41],"smaller":[42],"towns,":[45],"especially":[46],"developing":[48],"areas,":[49],"may":[50],"difficulty":[52],"financing":[53],"such":[54,134],"projects.":[55],"Planning":[56],"BSS":[58,119],"also":[59],"takes":[60],"considerable":[62],"amount":[63],"time.":[65],"Yet":[66],"as":[67],"pandemic":[69],"has":[70,159],"shown":[71],"us,":[72],"municipalities":[73],"will":[74,99],"face":[75],"need":[77],"to":[78,81,127,162,176,204],"adapt":[79],"rapidly":[80],"mobility":[82],"shifts,":[83],"which":[84],"include":[85],"leaving":[87],"public":[88],"transport":[89],"bicycles.":[91],"Laying":[92],"out":[93],"bike":[95,107],"sharing":[96],"system":[97,174],"quickly":[98],"critical":[101],"addressing":[103],"increase":[105],"demand.":[108],"This":[109],"paper":[110],"addresses":[111],"problem":[113],"cost":[115],"time":[117],"design":[121],"proposes":[123],"new":[125],"solution":[126],"streamline":[128],"facilitate":[130],"process":[132],"using":[137,167,193],"spatial":[138],"embedding":[139],"methods.":[140],"Based":[141],"only":[142],"on":[143,187],"publicly":[144],"available":[145],"from":[147,152],"OpenStreetMap,":[148],"layouts":[151],"34":[153],"Europe,":[156],"method":[158],"been":[160],"divide":[163],"into":[165],"micro-regions":[166],"Uber":[169],"H3":[170],"discrete":[171],"global":[172],"grid":[173],"indicate":[177],"regions":[178],"where":[179],"it":[180],"is":[181,201],"worth":[182],"placing":[183],"based":[186],"existing":[188],"different":[191],"transfer":[194],"learning.":[195],"The":[196],"result":[197],"work":[200],"mechanism":[203],"support":[205],"planners":[206],"their":[208],"decision":[209],"making":[210],"when":[211],"with":[216],"choice":[218],"reference":[220],"cities.":[221]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
