{"id":"https://openalex.org/W2463516922","doi":"https://doi.org/10.1109/tbdata.2016.2587669","title":"Discovering Congestion Propagation Patterns in Spatio-Temporal Traffic Data","display_name":"Discovering Congestion Propagation Patterns in Spatio-Temporal Traffic Data","publication_year":2016,"publication_date":"2016-07-13","ids":{"openalex":"https://openalex.org/W2463516922","doi":"https://doi.org/10.1109/tbdata.2016.2587669","mag":"2463516922"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2016.2587669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2016.2587669","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-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/A5101617077","display_name":"Ho\u00e0ng Nguy\u00ean","orcid":"https://orcid.org/0000-0002-1489-0142"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Hoang Nguyen","raw_affiliation_strings":["Data61-CSIRO, Eveleigh, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Data61-CSIRO, Eveleigh, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431652","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0001-6565-5815"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Advanced Analytics Institute, University of Technology Sydney, Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Advanced Analytics Institute, University of Technology Sydney, Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400043","display_name":"Fang Chen","orcid":"https://orcid.org/0000-0003-4971-8729"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Fang Chen","raw_affiliation_strings":["Data61-CSIRO, Eveleigh, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Data61-CSIRO, Eveleigh, NSW, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101617077"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"],"apc_list":null,"apc_paid":null,"fwci":9.6738,"has_fulltext":false,"cited_by_count":127,"citation_normalized_percentile":{"value":0.98507899,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"3","issue":"2","first_page":"169","last_page":"180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9990000128746033,"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":0.9944999814033508,"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":0.814785897731781},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.42019712924957275},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3459547758102417},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.07964950799942017}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.814785897731781},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.42019712924957275},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3459547758102417},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.07964950799942017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tbdata.2016.2587669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2016.2587669","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Big Data","raw_type":"journal-article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/116769","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/116769","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1506285740","https://openalex.org/W1523883781","https://openalex.org/W1568586930","https://openalex.org/W1574447377","https://openalex.org/W1824823925","https://openalex.org/W1845845037","https://openalex.org/W1932342659","https://openalex.org/W1966793427","https://openalex.org/W1973684765","https://openalex.org/W1981398125","https://openalex.org/W1984272626","https://openalex.org/W1993264576","https://openalex.org/W1994745671","https://openalex.org/W1995814506","https://openalex.org/W1999432478","https://openalex.org/W2009797633","https://openalex.org/W2009916696","https://openalex.org/W2011809582","https://openalex.org/W2029436115","https://openalex.org/W2029902517","https://openalex.org/W2032549372","https://openalex.org/W2038314149","https://openalex.org/W2051148835","https://openalex.org/W2052947566","https://openalex.org/W2069416420","https://openalex.org/W2073209910","https://openalex.org/W2080180737","https://openalex.org/W2084335476","https://openalex.org/W2088346012","https://openalex.org/W2093855404","https://openalex.org/W2098086436","https://openalex.org/W2099570021","https://openalex.org/W2112738128","https://openalex.org/W2116027862","https://openalex.org/W2117294975","https://openalex.org/W2117618130","https://openalex.org/W2118371392","https://openalex.org/W2121313689","https://openalex.org/W2129505753","https://openalex.org/W2136915294","https://openalex.org/W2143428876","https://openalex.org/W2145039203","https://openalex.org/W2154642793","https://openalex.org/W2156393949","https://openalex.org/W2157521848","https://openalex.org/W2159080219","https://openalex.org/W2167192193","https://openalex.org/W2257812508","https://openalex.org/W4231690667","https://openalex.org/W6630198464","https://openalex.org/W6640464981","https://openalex.org/W6677137010","https://openalex.org/W6678186859","https://openalex.org/W6679475648","https://openalex.org/W6682837551","https://openalex.org/W6683175271"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Traffic":[0],"congestion":[1],"is":[2,16,31],"a":[3,6,32,128],"condition":[4],"of":[5,25,48,53,91,96,116],"segment":[7],"in":[8,36,113],"the":[9,13,19,37,46,51,92,114],"road":[10,21,137],"network":[11],"where":[12],"traffic":[14,27,60,118],"demand":[15],"greater":[17],"than":[18],"available":[20],"capacity.":[22],"The":[23],"detection":[24],"unusual":[26],"patterns":[28],"including":[29],"congestions":[30,61,79],"significant":[33],"research":[34],"problem":[35],"data":[38,131],"mining":[39],"and":[40,80,88],"knowledge":[41],"discovery":[42,52],"community.":[43],"However,":[44],"to":[45],"best":[47],"our":[49],"knowledge,":[50],"propagations,":[54],"or":[55,111],"causal":[56],"interactions":[57,104],"among":[58,105],"detected":[59],"has":[62],"not":[63,101],"been":[64,123],"appropriately":[65],"investigated":[66],"before.":[67],"In":[68],"this":[69],"research,":[70],"we":[71],"introduce":[72],"algorithms":[73,121],"which":[74],"construct":[75],"causality":[76,98],"trees":[77,99],"from":[78,134],"estimate":[81],"their":[82],"propagation":[83],"probabilities":[84],"based":[85],"on":[86,127],"temporal":[87],"spatial":[89],"information":[90],"congestions.":[93],"Frequent":[94],"sub-structures":[95],"these":[97],"reveal":[100],"only":[102],"recurring":[103],"spatio-temporal":[106],"congestions,":[107],"but":[108],"potential":[109],"bottlenecks":[110],"flaws":[112],"designs":[115],"existing":[117],"networks.":[119],"Our":[120],"have":[122],"validated":[124],"by":[125],"experiments":[126],"travel":[129],"time":[130],"set":[132],"recorded":[133],"an":[135],"urban":[136],"network.":[138]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":27},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}