{"id":"https://openalex.org/W2972616658","doi":"https://doi.org/10.1109/tits.2019.2938828","title":"A Generic Future Mobility Sensing System for Travel Data Collection, Management, Fusion, and Visualization","display_name":"A Generic Future Mobility Sensing System for Travel Data Collection, Management, Fusion, and Visualization","publication_year":2019,"publication_date":"2019-09-11","ids":{"openalex":"https://openalex.org/W2972616658","doi":"https://doi.org/10.1109/tits.2019.2938828","mag":"2972616658"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2019.2938828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2938828","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Intelligent Transportation Systems","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":null,"display_name":"Linlin You","orcid":"https://orcid.org/0000-0002-9256-4377"},"institutions":[{"id":"https://openalex.org/I4210167254","display_name":"Singapore-MIT Alliance for Research and Technology","ror":"https://ror.org/05yb3w112","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210167254"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Linlin You","raw_affiliation_strings":["Future Urban Mobility IRG, Singapore-MIT Alliance for Research and Technology Centre, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9256-4377","affiliations":[{"raw_affiliation_string":"Future Urban Mobility IRG, Singapore-MIT Alliance for Research and Technology Centre, Singapore","institution_ids":["https://openalex.org/I4210167254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100329778","display_name":"Fang Zhao","orcid":"https://orcid.org/0000-0002-4784-5778"},"institutions":[{"id":"https://openalex.org/I4210167254","display_name":"Singapore-MIT Alliance for Research and Technology","ror":"https://ror.org/05yb3w112","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210167254"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Fang Zhao","raw_affiliation_strings":["Future Urban Mobility IRG, Singapore-MIT Alliance for Research and Technology Centre, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Future Urban Mobility IRG, Singapore-MIT Alliance for Research and Technology Centre, Singapore","institution_ids":["https://openalex.org/I4210167254"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081162302","display_name":"Lynette Cheah","orcid":"https://orcid.org/0000-0001-6312-0331"},"institutions":[{"id":"https://openalex.org/I152815399","display_name":"Singapore University of Technology and Design","ror":"https://ror.org/05j6fvn87","country_code":"SG","type":"education","lineage":["https://openalex.org/I152815399"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lynette Cheah","raw_affiliation_strings":["Engineering Systems and Design, Singapore University of Technology and Design, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-6312-0331","affiliations":[{"raw_affiliation_string":"Engineering Systems and Design, Singapore University of Technology and Design, Singapore","institution_ids":["https://openalex.org/I152815399"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000431323","display_name":"Kyungsoo Jeong","orcid":"https://orcid.org/0000-0003-2253-0136"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyungsoo Jeong","raw_affiliation_strings":["Intelligent Transportation Systems Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-2253-0136","affiliations":[{"raw_affiliation_string":"Intelligent Transportation Systems Laboratory, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032312656","display_name":"P. Christopher Zegras","orcid":"https://orcid.org/0000-0002-5675-0615"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pericles Christopher Zegras","raw_affiliation_strings":["Department of Urban Studies and Planning, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5675-0615","affiliations":[{"raw_affiliation_string":"Department of Urban Studies and Planning, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029085275","display_name":"Moshe Ben\u2010Akiva","orcid":"https://orcid.org/0000-0002-9635-9987"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Moshe Ben-Akiva","raw_affiliation_strings":["Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9635-9987","affiliations":[{"raw_affiliation_string":"Civil and Environmental Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.6264,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.91874079,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"21","issue":"10","first_page":"4149","last_page":"4160"},"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":0.9994000196456909,"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":0.9994000196456909,"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":0.9991999864578247,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7105957269668579},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.6698110699653625},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.6498017311096191},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5941162109375},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.5922338962554932},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.5878758430480957},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4899655878543854},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4637506604194641},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.447325199842453},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4318747818470001},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3553614616394043},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3356676697731018},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29266223311424255},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2514629662036896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1359156370162964}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7105957269668579},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.6698110699653625},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.6498017311096191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5941162109375},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.5922338962554932},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5878758430480957},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4899655878543854},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4637506604194641},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.447325199842453},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4318747818470001},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3553614616394043},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3356676697731018},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29266223311424255},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2514629662036896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1359156370162964},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2019.2938828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2019.2938828","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8885318405","display_name":null,"funder_award_id":"L2NICTDF1-2016-1","funder_id":"https://openalex.org/F4320320753","funder_display_name":"Ministry of National Development - Singapore"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320320753","display_name":"Ministry of National Development - Singapore","ror":"https://ror.org/04gvcex51"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1491796421","https://openalex.org/W1524318694","https://openalex.org/W1892382968","https://openalex.org/W1983447652","https://openalex.org/W2007413277","https://openalex.org/W2099454382","https://openalex.org/W2112738128","https://openalex.org/W2176149189","https://openalex.org/W2216587193","https://openalex.org/W2288861967","https://openalex.org/W2292548112","https://openalex.org/W2313363680","https://openalex.org/W2326228792","https://openalex.org/W2332605193","https://openalex.org/W2518496153","https://openalex.org/W2546679426","https://openalex.org/W2560513338","https://openalex.org/W2572047587","https://openalex.org/W2585911457","https://openalex.org/W2768744278","https://openalex.org/W2789840478","https://openalex.org/W2796436246","https://openalex.org/W2798797478","https://openalex.org/W2801971296","https://openalex.org/W2802508687","https://openalex.org/W2811353346","https://openalex.org/W2897430952","https://openalex.org/W2897551993","https://openalex.org/W2898549067","https://openalex.org/W2903797094","https://openalex.org/W2921833330","https://openalex.org/W2939566220"],"related_works":["https://openalex.org/W2062592733","https://openalex.org/W2085627709","https://openalex.org/W2150355991","https://openalex.org/W2381518157","https://openalex.org/W2081383551","https://openalex.org/W2128228838","https://openalex.org/W2282571455","https://openalex.org/W1144384643","https://openalex.org/W2184830246","https://openalex.org/W2544610230"],"abstract_inverted_index":{"In":[0],"studies":[1],"of":[2,15,19,23,29,178,212,229,239],"human":[3],"mobility,":[4],"there":[5],"is":[6,157,169],"a":[7,10,42,134,197,227],"need":[8],"for":[9,13,152],"holistic":[11],"system":[12,48,168,215],"collection":[14],"sensing":[16,56,77,136],"data,":[17],"management":[18],"data":[20,25,31,60,104,109,123,148,199],"flows,":[21],"fusion":[22,202],"multiple":[24],"sources,":[26],"and":[27,40,61,82,111,117,127,142,154,159,163,191,203,216],"visualization":[28,204],"integrated":[30,151],"to":[32,49,85,102,124,138,171,174,195,235],"better":[33],"understand":[34],"travel":[35,90,183],"behavior.":[36],"We":[37],"have":[38],"designed":[39],"implemented":[41],"generic":[43,173],"Future":[44],"Mobility":[45],"Sensing":[46],"(FMS)":[47],"serve":[50],"these":[51],"purposes.":[52],"FMS":[53,71,94,114,214],"harnesses":[54],"various":[55,218],"technologies,":[57],"heterogeneous":[58,146],"multi-source":[59,122,147],"analytical":[62,165],"functionalities":[63],"with":[64],"three":[65,131],"dedicated":[66],"platforms,":[67],"namely":[68],"1)":[69],"the":[70,93,113,130,209,213,237,240],"Data":[72,95,115],"Collection":[73],"Platform,":[74,97,119],"which":[75,98,120],"intertwines":[76],"objects,":[78],"machine":[79],"learning":[80],"algorithms":[81],"user":[83],"verifications":[84],"collect":[86],"high":[87],"resolution,":[88],"multi-day":[89],"data;":[91],"2)":[92],"Management":[96],"provides":[99],"standardized":[100],"APIs":[101],"access":[103],"stored":[105],"in":[106,161,233],"an":[107],"interconnected":[108],"model;":[110],"3)":[112],"Fusion":[116],"Visualization":[118],"consolidates":[121],"be":[125,172,193],"interpreted":[126],"presented.":[128],"Together,":[129],"platforms":[132],"form":[133],"mobility":[135,179],"flow":[137],"facilitate":[139],"data-driven":[140],"analysis":[141],"decision-making.":[143],"With":[144],"FMS,":[145],"are":[149,189],"suitably":[150],"analysis,":[153],"multi-dimensional":[155],"knowledge":[156],"extracted":[158],"presented":[160],"intuitive":[162],"interactive":[164],"dashboards.":[166],"The":[167],"intended":[170],"support":[175,196],"different":[176],"requirements":[177],"studies,":[180],"such":[181],"as":[182,185],"surveys,":[184],"its":[186],"function":[187],"modules":[188],"reusable":[190],"can":[192,222],"customized":[194],"unified":[198],"collection,":[200],"management,":[201],"process.":[205],"This":[206],"paper":[207],"introduces":[208],"overall":[210],"architecture":[211],"summarizes":[217],"applications":[219],"that":[220],"it":[221],"support.":[223],"Specifically,":[224],"we":[225],"present":[226],"study":[228],"commercial":[230],"vehicle":[231],"parking":[232],"Singapore":[234],"demonstrate":[236],"capability":[238],"system.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}