{"id":"https://openalex.org/W2038277197","doi":"https://doi.org/10.1145/1645373.1645376","title":"Towards modeling the traffic data on road networks","display_name":"Towards modeling the traffic data on road networks","publication_year":2009,"publication_date":"2009-11-03","ids":{"openalex":"https://openalex.org/W2038277197","doi":"https://doi.org/10.1145/1645373.1645376","mag":"2038277197"},"language":"en","primary_location":{"id":"doi:10.1145/1645373.1645376","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1645373.1645376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Workshop on Computational Transportation Science","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/A5016263322","display_name":"Ugur Demiryurek","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ugur Demiryurek","raw_affiliation_strings":["University of Southern California, Los Angeles, CA","University of Southern California,,,Los Angeles,CA,"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California,,,Los Angeles,CA,","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031694046","display_name":"Bei Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bei Pan","raw_affiliation_strings":["University of Southern California, Los Angeles, CA","University of Southern California,,,Los Angeles,CA,"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California,,,Los Angeles,CA,","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007232242","display_name":"Farnoush Banaei\u2010Kashani","orcid":"https://orcid.org/0000-0003-4102-9873"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farnoush Banaei-Kashani","raw_affiliation_strings":["University of Southern California, Los Angeles, CA","University of Southern California,,,Los Angeles,CA,"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California,,,Los Angeles,CA,","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012068017","display_name":"Cyrus Shahabi","orcid":"https://orcid.org/0000-0001-9118-0681"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cyrus Shahabi","raw_affiliation_strings":["University of Southern California, Los Angeles, CA","University of Southern California,,,Los Angeles,CA,"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University of Southern California,,,Los Angeles,CA,","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016263322"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":null,"apc_paid":null,"fwci":4.9994,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.95338196,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9980000257492065,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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/computer-science","display_name":"Computer science","score":0.772253155708313},{"id":"https://openalex.org/keywords/publication","display_name":"Publication","score":0.6352107524871826},{"id":"https://openalex.org/keywords/network-model","display_name":"Network model","score":0.555179238319397},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5394390821456909},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5367940664291382},{"id":"https://openalex.org/keywords/network-planning-and-design","display_name":"Network planning and design","score":0.5155779719352722},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4609997272491455},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.43414849042892456},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.29020392894744873},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2575308680534363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20219096541404724},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13052785396575928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.772253155708313},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.6352107524871826},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.555179238319397},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5394390821456909},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5367940664291382},{"id":"https://openalex.org/C114563136","wikidata":"https://www.wikidata.org/wiki/Q19725982","display_name":"Network planning and design","level":2,"score":0.5155779719352722},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4609997272491455},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.43414849042892456},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.29020392894744873},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2575308680534363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20219096541404724},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13052785396575928},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1645373.1645376","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1645373.1645376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Workshop on Computational Transportation Science","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.155.5574","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.155.5574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.unt.edu/~huangyan/6350/paperList/ACMGIS09.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7699999809265137,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1857921797","display_name":null,"funder_award_id":"IIS-0238560 (PECASE)IIS-0534761CNS-0831505 (CyberTrust)","funder_id":"https://openalex.org/F4320337389","funder_display_name":"Division of Information and Intelligent Systems"},{"id":"https://openalex.org/G3725658357","display_name":null,"funder_award_id":"CCR-0120778","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8462509586","display_name":null,"funder_award_id":"IIS-0238560 (PECASE)IIS-0534761CNS-0831505 (CyberTrust)","funder_id":"https://openalex.org/F4320337388","funder_display_name":"Division of Computer and Network Systems"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337388","display_name":"Division of Computer and Network Systems","ror":"https://ror.org/02rdzmk74"},{"id":"https://openalex.org/F4320337389","display_name":"Division of Information and Intelligent Systems","ror":"https://ror.org/053a2cp42"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1498473418","https://openalex.org/W1509570895","https://openalex.org/W1861819370","https://openalex.org/W2094350745","https://openalex.org/W2104724137","https://openalex.org/W2111160151","https://openalex.org/W2116135393","https://openalex.org/W2134089414","https://openalex.org/W2134780295","https://openalex.org/W2149742236","https://openalex.org/W2153154015","https://openalex.org/W2169336598","https://openalex.org/W2171901130","https://openalex.org/W2188645159"],"related_works":["https://openalex.org/W2132320513","https://openalex.org/W2063056766","https://openalex.org/W4282916280","https://openalex.org/W2068394611","https://openalex.org/W3013044429","https://openalex.org/W1533634834","https://openalex.org/W2352104465","https://openalex.org/W2388649392","https://openalex.org/W4285227736","https://openalex.org/W2371990601"],"abstract_inverted_index":{"A":[0],"spatiotemporal":[1,34,85,99,136],"network":[2,6,86,100,114,127,137,143,173],"is":[3],"a":[4,63,84,117,135,140],"spatial":[5,113,126,142],"(e.g.,":[7,16,36],"road":[8,68],"network)":[9],"along":[10],"with":[11,116],"the":[12,23,48,58,94,98,105,147,159,164,168],"corresponding":[13,118],"time-dependent":[14],"weight":[15],"travel":[17],"time)":[18],"for":[19,39,57,67,123,177],"each":[20],"edge":[21],"of":[22,29,51,97,149,167],"network.":[24],"The":[25],"design":[26],"and":[27,31,108,174],"analysis":[28],"policies":[30],"plans":[32],"on":[33],"networks":[35,69],"path":[37],"planning":[38],"location-based":[40],"services)":[41],"require":[42],"realistic":[43,119],"models":[44],"that":[45,70,124],"accurately":[46],"represent":[47],"temporal":[49,76,80,95,120,165],"behavior":[50],"such":[52],"networks.":[53],"In":[54],"this":[55],"paper,":[56],"first":[59],"time":[60],"we":[61],"propose":[62],"traffic":[64],"modeling":[65,152],"framework":[66,153,161],"enables":[71],"1)":[72],"generating":[73],"an":[74],"accurate":[75],"model":[77,96,115,121,138,166],"from":[78,83,139],"archived":[79],"data":[81],"collected":[82],"(so":[87],"as":[88],"to":[89,92,103,130,133,162],"be":[90,131],"able":[91,132],"publish":[93,175],"without":[101],"having":[102],"release":[104],"real":[106],"data),":[107],"2)":[109],"augmenting":[110],"any":[111],"given":[112],"custom-built":[122],"specific":[125],"(in":[128],"order":[129],"generate":[134,163],"solely":[141],"model).":[144],"We":[145,156],"validate":[146],"accuracy":[148],"our":[150],"proposed":[151,160],"via":[154],"experiments.":[155],"also":[157],"used":[158],"Los":[169],"Angeles":[170],"County":[171],"freeway":[172],"it":[176],"public":[178],"use.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}