{"id":"https://openalex.org/W2965723002","doi":"https://doi.org/10.1145/3300061.3300130","title":"VeMo","display_name":"VeMo","publication_year":2019,"publication_date":"2019-08-05","ids":{"openalex":"https://openalex.org/W2965723002","doi":"https://doi.org/10.1145/3300061.3300130","mag":"2965723002"},"language":"en","primary_location":{"id":"doi:10.1145/3300061.3300130","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3300061.3300130","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3300061.3300130","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 25th Annual International Conference on Mobile Computing and Networking","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3300061.3300130","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051976513","display_name":"Yu Yang","orcid":"https://orcid.org/0000-0003-1627-5503"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Yang","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044854491","display_name":"Xiaoyang Xie","orcid":"https://orcid.org/0000-0002-4375-4713"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaoyang Xie","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029998764","display_name":"Zhihan Fang","orcid":"https://orcid.org/0000-0002-1882-6252"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhihan Fang","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403471","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0002-4974-3329"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["Shenzhen Institute of Advanced Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Advanced Technology, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322704","display_name":"Yang Wang","orcid":"https://orcid.org/0009-0008-6688-4773"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["University of Science and Technology of China, Suzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Suzhou, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100603762","display_name":"Desheng Zhang","orcid":"https://orcid.org/0000-0001-9307-8736"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Desheng Zhang","raw_affiliation_strings":["Rutgers University, Piscataway, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rutgers University, Piscataway, NJ, USA","institution_ids":["https://openalex.org/I102322142"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":8.4621,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.98415153,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"16"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9993000030517578,"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/T12546","display_name":"Smart Parking Systems Research","score":0.9988999962806702,"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/crowds","display_name":"Crowds","score":0.7703075408935547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7584078311920166},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.581190288066864},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.508441150188446},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4808250665664673},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.478519082069397},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.45393407344818115},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.4478326439857483},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.4176989197731018},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.23710277676582336},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.215535968542099},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13763034343719482}],"concepts":[{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.7703075408935547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7584078311920166},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.581190288066864},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.508441150188446},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4808250665664673},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.478519082069397},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45393407344818115},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.4478326439857483},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.4176989197731018},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.23710277676582336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.215535968542099},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13763034343719482},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3300061.3300130","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3300061.3300130","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3300061.3300130","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 25th Annual International Conference on Mobile Computing and Networking","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3300061.3300130","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3300061.3300130","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3300061.3300130","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 25th Annual International Conference on Mobile Computing and Networking","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G6185649808","display_name":"S&AS: FND: COLLAB: Adaptable Vehicular Sensing and Control for Fleet-Oriented Systems in Smart Cities","funder_award_id":"1849238","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2965723002.pdf","grobid_xml":"https://content.openalex.org/works/W2965723002.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1558470758","https://openalex.org/W1605476884","https://openalex.org/W1968937563","https://openalex.org/W1982300822","https://openalex.org/W1987861412","https://openalex.org/W1988018334","https://openalex.org/W1993107177","https://openalex.org/W1996573126","https://openalex.org/W1997907099","https://openalex.org/W2004743683","https://openalex.org/W2009985677","https://openalex.org/W2021805331","https://openalex.org/W2033178020","https://openalex.org/W2034479787","https://openalex.org/W2045686369","https://openalex.org/W2050134713","https://openalex.org/W2052753508","https://openalex.org/W2069870183","https://openalex.org/W2069973845","https://openalex.org/W2076775688","https://openalex.org/W2079553801","https://openalex.org/W2081942684","https://openalex.org/W2082492304","https://openalex.org/W2089076789","https://openalex.org/W2089343068","https://openalex.org/W2098133520","https://openalex.org/W2099141754","https://openalex.org/W2107093695","https://openalex.org/W2135822894","https://openalex.org/W2145368408","https://openalex.org/W2155075790","https://openalex.org/W2159187228","https://openalex.org/W2161435222","https://openalex.org/W2162024818","https://openalex.org/W2175727591","https://openalex.org/W2237952612","https://openalex.org/W2276699317","https://openalex.org/W2297059404","https://openalex.org/W2507288376","https://openalex.org/W2526496292","https://openalex.org/W2528040708","https://openalex.org/W2528639018","https://openalex.org/W2553557005","https://openalex.org/W2565239705","https://openalex.org/W2606349967","https://openalex.org/W2625972903","https://openalex.org/W2739060064","https://openalex.org/W2763100273","https://openalex.org/W2793989388","https://openalex.org/W2794916344","https://openalex.org/W2795126082","https://openalex.org/W2890455363","https://openalex.org/W2898407664","https://openalex.org/W2907844290","https://openalex.org/W2962854645","https://openalex.org/W4298304654"],"related_works":["https://openalex.org/W4240200267","https://openalex.org/W1511510665","https://openalex.org/W1524661185","https://openalex.org/W2078823605","https://openalex.org/W2500095415","https://openalex.org/W4233026749","https://openalex.org/W2097922264","https://openalex.org/W2381242807","https://openalex.org/W2282342021","https://openalex.org/W4248106174"],"abstract_inverted_index":{"Understanding":[0],"and":[1,15,61,70,94,123,132,153,185],"predicting":[2],"real-time":[3],"vehicle":[4,72],"mobility":[5,73,183],"patterns":[6],"on":[7,27,103],"highways":[8],"are":[9,112],"essential":[10],"to":[11,17,67,97],"address":[12,46,88],"traffic":[13,32],"congestion":[14],"respond":[16],"the":[18,75,186],"emergency.":[19],"However,":[20],"almost":[21],"all":[22],"existing":[23],"works":[24],"(e.g.,":[25],"based":[26,102],"cellphones,":[28],"onboard":[29],"devices,":[30],"or":[31,41],"cameras)":[33],"suffer":[34],"from":[35],"high":[36],"costs,":[37],"low":[38],"penetration":[39,81],"rates,":[40],"only":[42],"aggregate":[43],"results.":[44],"To":[45],"these":[47],"drawbacks,":[48],"we":[49,87,137],"utilize":[50],"Electric":[51],"Toll":[52],"Collection":[53],"systems":[54],"(ETC)":[55],"as":[56,174],"a":[57,63,79,104,142,164],"large-scale":[58,143],"sensor":[59],"network":[60],"design":[62],"system":[64,145],"called":[65],"VeMo":[66,139,179,191],"transparently":[68],"model":[69],"predict":[71],"at":[74,149],"individual":[76,109],"level":[77],"with":[78,115,140,146,171,180],"full":[80],"rate.":[82],"Our":[83],"novelty":[84],"is":[85],"how":[86],"uncertainty":[89],"issues":[90],"(i.e.,":[91],"unknown":[92],"routes":[93],"speeds)":[95],"due":[96],"sparse":[98],"implicit":[99],"ETC":[100,144],"data":[101,173],"key":[105],"data-driven":[106],"insight,":[107],"i.e.,":[108],"driving":[110],"behaviors":[111],"strongly":[113],"correlated":[114],"crowds":[116],"of":[117,167,199],"drivers":[118],"under":[119],"certain":[120],"spatiotemporal":[121],"contexts":[122],"can":[124],"be":[125],"predicted":[126],"by":[127,194],"combining":[128],"both":[129],"personal":[130],"habits":[131],"context":[133],"information.":[134],"More":[135],"importantly,":[136],"evaluate":[138],"(i)":[141],"tracking":[147],"devices":[148],"773":[150],"highway":[151],"entrances":[152],"exits":[154],"capturing":[155],"more":[156],"than":[157],"2":[158],"million":[159],"vehicles":[160,170],"every":[161],"day;":[162],"(ii)":[163],"fleet":[165],"consisting":[166],"114":[168],"thousand":[169],"GPS":[172],"ground":[175],"truth.":[176],"We":[177],"compared":[178],"state-of-the-art":[181],"benchmark":[182],"models,":[184],"experimental":[187],"results":[188],"show":[189],"that":[190],"outperforms":[192],"them":[193],"average":[195],"10%":[196],"in":[197],"terms":[198],"accuracy.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2019-08-13T00:00:00"}
