{"id":"https://openalex.org/W2534047832","doi":"https://doi.org/10.1145/2983323.2983357","title":"Urban Traffic Prediction through the Second Use of Inexpensive Big Data from Buildings","display_name":"Urban Traffic Prediction through the Second Use of Inexpensive Big Data from Buildings","publication_year":2016,"publication_date":"2016-10-24","ids":{"openalex":"https://openalex.org/W2534047832","doi":"https://doi.org/10.1145/2983323.2983357","mag":"2534047832"},"language":"en","primary_location":{"id":"doi:10.1145/2983323.2983357","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2983323.2983357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","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/A5015923473","display_name":"Zimu Zheng","orcid":"https://orcid.org/0000-0002-4342-6015"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Zimu Zheng","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100411794","display_name":"Dan Wang","orcid":"https://orcid.org/0000-0002-0921-2726"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Dan Wang","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062247330","display_name":"Jian Pei","orcid":"https://orcid.org/0000-0002-2200-8711"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jian Pei","raw_affiliation_strings":["Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070234214","display_name":"Yi Yuan","orcid":"https://orcid.org/0000-0003-0610-4575"},"institutions":[{"id":"https://openalex.org/I2250653659","display_name":"Tencent (China)","ror":"https://ror.org/00hhjss72","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250653659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yuan","raw_affiliation_strings":["Tencent Co. Ltd., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Tencent Co. Ltd., Shenzhen, China","institution_ids":["https://openalex.org/I2250653659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101650943","display_name":"Cheng Fan","orcid":"https://orcid.org/0000-0002-1199-2119"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Cheng Fan","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053690968","display_name":"Fu Xiao","orcid":"https://orcid.org/0000-0002-3779-3943"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Fu Xiao","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015923473"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":3.4304,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.91490131,"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":"1363","last_page":"1372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9995999932289124,"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/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.987500011920929,"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/occupancy","display_name":"Occupancy","score":0.7720869183540344},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7220801115036011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268643736839294},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.46047085523605347},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.45526862144470215},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.44709745049476624},{"id":"https://openalex.org/keywords/road-traffic","display_name":"Road traffic","score":0.41501879692077637},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3789978623390198},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2655743956565857},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.202388733625412},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14554405212402344}],"concepts":[{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.7720869183540344},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7220801115036011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268643736839294},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.46047085523605347},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.45526862144470215},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.44709745049476624},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.41501879692077637},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3789978623390198},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2655743956565857},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.202388733625412},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14554405212402344},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","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":3,"locations":[{"id":"doi:10.1145/2983323.2983357","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2983323.2983357","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/66999","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/66999","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-168008","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-168008","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G3722977702","display_name":null,"funder_award_id":"61272464","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322183","display_name":"Huawei Technologies","ror":"https://ror.org/00cmhce21"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W3830626","https://openalex.org/W607853484","https://openalex.org/W1932342659","https://openalex.org/W1972440681","https://openalex.org/W1973943669","https://openalex.org/W1988489815","https://openalex.org/W2007099606","https://openalex.org/W2015146073","https://openalex.org/W2020925091","https://openalex.org/W2024415913","https://openalex.org/W2035313284","https://openalex.org/W2036889885","https://openalex.org/W2045174117","https://openalex.org/W2068936964","https://openalex.org/W2069872789","https://openalex.org/W2075364600","https://openalex.org/W2079662306","https://openalex.org/W2089076789","https://openalex.org/W2090192376","https://openalex.org/W2097443710","https://openalex.org/W2126545577","https://openalex.org/W2130276881","https://openalex.org/W2135046866","https://openalex.org/W2143426320","https://openalex.org/W2169424991","https://openalex.org/W2171234954","https://openalex.org/W2294105498","https://openalex.org/W2980770718","https://openalex.org/W4234406544","https://openalex.org/W4240592325","https://openalex.org/W4301048075"],"related_works":["https://openalex.org/W4282043467","https://openalex.org/W2105697914","https://openalex.org/W2381242807","https://openalex.org/W3093197249","https://openalex.org/W2751208925","https://openalex.org/W1540010871","https://openalex.org/W3023979140","https://openalex.org/W1968324288","https://openalex.org/W2377430935","https://openalex.org/W2055973554"],"abstract_inverted_index":{"Traffic":[0],"prediction,":[1],"particularly":[2],"in":[3,29,39,70,120,138],"urban":[4,26,37],"regions,":[5],"is":[6,47,95],"an":[7],"important":[8],"application":[9],"of":[10,25,34,44,54,151,160],"tremendous":[11],"practical":[12],"value.":[13],"In":[14,141],"this":[15,143],"paper,":[16],"we":[17,49,91,125],"report":[18],"a":[19,67],"novel":[20],"and":[21,107,128],"interesting":[22],"case":[23],"study":[24,46,144],"traffic":[27,89,118,136],"prediction":[28],"Central,":[30],"Hong":[31,61,71],"Kong,":[32],"one":[33],"the":[35,40,60,112,121,149,157],"densest":[36],"areas":[38],"world.":[41],"The":[42],"novelty":[43],"our":[45],"that":[48,93],"make":[50],"good":[51],"second":[52,158],"use":[53,111,159],"inexpensive":[55,161],"big":[56,162],"data":[57,82,133,137,153],"collected":[58],"from":[59],"Kong":[62,72],"International":[63],"Commerce":[64],"Centre":[65],"(ICC),":[66],"118-story":[68],"building":[69,80,100,104,132],"where":[73],"more":[74],"than":[75,88],"10,000":[76],"people":[77],"work.":[78],"As":[79],"environment":[81,105],"are":[83],"much":[84],"cheaper":[85],"to":[86,98,109,116,129],"obtain":[87],"data,":[90,106],"demonstrate":[92],"it":[94],"highly":[96],"effective":[97],"estimate":[99],"occupancy":[101,115],"information":[102,113],"using":[103],"then":[108],"further":[110],"on":[114,148],"provide":[117],"predictions":[119],"proximate":[122],"area.":[123],"Scientifically,":[124],"investigate":[126],"how":[127],"what":[130],"extent":[131],"can":[134],"complement":[135],"predicting":[139],"traffic.":[140],"general,":[142],"sheds":[145],"new":[146],"light":[147],"development":[150],"accurate":[152],"mining":[154],"applications":[155],"through":[156],"data.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}
