{"id":"https://openalex.org/W3012677429","doi":"https://doi.org/10.1145/3366423.3380097","title":"Towards Fine-grained Flow Forecasting: A Graph Attention Approach for Bike Sharing Systems","display_name":"Towards Fine-grained Flow Forecasting: A Graph Attention Approach for Bike Sharing Systems","publication_year":2020,"publication_date":"2020-04-20","ids":{"openalex":"https://openalex.org/W3012677429","doi":"https://doi.org/10.1145/3366423.3380097","mag":"3012677429"},"language":"en","primary_location":{"id":"doi:10.1145/3366423.3380097","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3366423.3380097","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Web Conference 2020","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3366423.3380097","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070251006","display_name":"Suining He","orcid":"https://orcid.org/0000-0003-1913-6808"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Suining He","raw_affiliation_strings":["University of Connecticut, USA"],"affiliations":[{"raw_affiliation_string":"University of Connecticut, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053541912","display_name":"Kang G. Shin","orcid":"https://orcid.org/0000-0003-0086-8777"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kang G. Shin","raw_affiliation_strings":["University of Michigan-Ann Arbor, USA"],"affiliations":[{"raw_affiliation_string":"University of Michigan-Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070251006"],"corresponding_institution_ids":["https://openalex.org/I140172145"],"apc_list":null,"apc_paid":null,"fwci":7.6895,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.97127757,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"88","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","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/T11980","display_name":"Human Mobility and Location-Based Analysis","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/T10298","display_name":"Urban Transport and Accessibility","score":0.9988999962806702,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9987999796867371,"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":0.9375723004341125},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7885016202926636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7169406414031982},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.4789579212665558},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.45590940117836},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4232838749885559},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.41524338722229004},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.36672595143318176},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28615328669548035},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12623420357704163}],"concepts":[{"id":"https://openalex.org/C2994001137","wikidata":"https://www.wikidata.org/wiki/Q1358919","display_name":"Bike sharing","level":2,"score":0.9375723004341125},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7885016202926636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7169406414031982},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.4789579212665558},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.45590940117836},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4232838749885559},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.41524338722229004},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.36672595143318176},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28615328669548035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12623420357704163},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","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/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","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:10.1145/3366423.3380097","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3366423.3380097","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Web Conference 2020","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3366423.3380097","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3366423.3380097","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Web Conference 2020","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W35399427","https://openalex.org/W1976993400","https://openalex.org/W2187089797","https://openalex.org/W2246001753","https://openalex.org/W2297059404","https://openalex.org/W2439965388","https://openalex.org/W2519887557","https://openalex.org/W2528639018","https://openalex.org/W2558748708","https://openalex.org/W2579495707","https://openalex.org/W2604230684","https://openalex.org/W2614121823","https://openalex.org/W2624431344","https://openalex.org/W2624735749","https://openalex.org/W2742650756","https://openalex.org/W2756203131","https://openalex.org/W2772724270","https://openalex.org/W2788114581","https://openalex.org/W2795252437","https://openalex.org/W2808535700","https://openalex.org/W2808962574","https://openalex.org/W2809079004","https://openalex.org/W2809303669","https://openalex.org/W2884738862","https://openalex.org/W2898475587","https://openalex.org/W2907455543","https://openalex.org/W2907543530","https://openalex.org/W2911392324","https://openalex.org/W2912528068","https://openalex.org/W2914154006","https://openalex.org/W2928009528","https://openalex.org/W2950019211","https://openalex.org/W2962787757","https://openalex.org/W2962790412","https://openalex.org/W2963076818","https://openalex.org/W2963858333","https://openalex.org/W2964311892","https://openalex.org/W3103720336","https://openalex.org/W4298409125","https://openalex.org/W6697575245"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"As":[0],"a":[1],"healthy,":[2],"efficient":[3],"and":[4,21,46,52],"green":[5],"alternative":[6],"to":[7,18,43],"motorized":[8],"urban":[9],"travel,":[10],"bike":[11,39,59,67],"sharing":[12,40],"has":[13],"been":[14],"increasingly":[15],"popular,":[16],"leading":[17],"wide":[19],"deployment":[20],"use":[22],"of":[23,26,49,55],"bikes":[24],"instead":[25],"cars.":[27],"Accurate":[28],"bike-flow":[29],"prediction":[30],"at":[31],"the":[32,44,53,65],"individual":[33],"station":[34],"level":[35],"is":[36],"essential":[37],"for":[38,58],"service.":[41],"Due":[42],"spatial":[45],"temporal":[47],"complexities":[48],"traffic":[50],"networks":[51],"lack":[54],"data-driven":[56],"design":[57],"stations,":[60],"existing":[61],"methods":[62],"cannot":[63],"predict":[64],"fine-grained":[66],"flows":[68],"to/from":[69],"each":[70],"station.":[71]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}