{"id":"https://openalex.org/W1995151908","doi":"https://doi.org/10.1145/2543581.2543584","title":"From taxi GPS traces to social and community dynamics","display_name":"From taxi GPS traces to social and community dynamics","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W1995151908","doi":"https://doi.org/10.1145/2543581.2543584","mag":"1995151908"},"language":"en","primary_location":{"id":"doi:10.1145/2543581.2543584","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2543581.2543584","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"review","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/A5068291173","display_name":"Pablo Samuel Castro","orcid":"https://orcid.org/0000-0002-3206-336X"},"institutions":[{"id":"https://openalex.org/I88467170","display_name":"Universit\u00e9 d'\u00c9vry Val-d'Essonne","ror":"https://ror.org/00e96v939","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Pablo Samuel Castro","raw_affiliation_strings":["Institut Mines-TELECOM/TELECOM SudParis; 9, rue Charles Fourier; 91011 Evry Cedex, France","9, rue Charles Fourier","91011 Evry Cedex, France"],"affiliations":[{"raw_affiliation_string":"Institut Mines-TELECOM/TELECOM SudParis; 9, rue Charles Fourier; 91011 Evry Cedex, France","institution_ids":["https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"9, rue Charles Fourier","institution_ids":[]},{"raw_affiliation_string":"91011 Evry Cedex, France","institution_ids":["https://openalex.org/I88467170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045729966","display_name":"Daqing Zhang","orcid":"https://orcid.org/0000-0002-6608-1267"},"institutions":[{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I88467170","display_name":"Universit\u00e9 d'\u00c9vry Val-d'Essonne","ror":"https://ror.org/00e96v939","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Daqing Zhang","raw_affiliation_strings":["Institut Mines-TELECOM/TELECOM SudParis; 9, rue Charles Fourier; 91011 Evry Cedex, France","91011 Evry Cedex, France","9, rue Charles Fourier"],"affiliations":[{"raw_affiliation_string":"Institut Mines-TELECOM/TELECOM SudParis; 9, rue Charles Fourier; 91011 Evry Cedex, France","institution_ids":["https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"91011 Evry Cedex, France","institution_ids":["https://openalex.org/I88467170"]},{"raw_affiliation_string":"9, rue Charles Fourier","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763733","display_name":"Chao Chen","orcid":"https://orcid.org/0000-0002-1443-8017"},"institutions":[{"id":"https://openalex.org/I4210129850","display_name":"D\u00e9l\u00e9gation Paris 6","ror":"https://ror.org/03rt48n94","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210129850"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I88467170","display_name":"Universit\u00e9 d'\u00c9vry Val-d'Essonne","ror":"https://ror.org/00e96v939","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chao Chen","raw_affiliation_strings":["Institut Mines-TELECOM/TELECOM SudParis; 9, rue Charles Fourier; 91011 Evry Cedex, France; and Universite Pierre et Marie Curie; 4, place Jussieu; 75005 Paris, France","91011 Evry Cedex, France","75005 Paris, France","9, rue Charles Fourier","4, place Jussieu","Institut Mines-TELECOM/TELECOM SudParis"],"affiliations":[{"raw_affiliation_string":"Institut Mines-TELECOM/TELECOM SudParis; 9, rue Charles Fourier; 91011 Evry Cedex, France; and Universite Pierre et Marie Curie; 4, place Jussieu; 75005 Paris, France","institution_ids":["https://openalex.org/I205703379","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"91011 Evry Cedex, France","institution_ids":["https://openalex.org/I88467170"]},{"raw_affiliation_string":"75005 Paris, France","institution_ids":["https://openalex.org/I4210129850"]},{"raw_affiliation_string":"9, rue Charles Fourier","institution_ids":[]},{"raw_affiliation_string":"4, place Jussieu","institution_ids":[]},{"raw_affiliation_string":"Institut Mines-TELECOM/TELECOM SudParis","institution_ids":["https://openalex.org/I205703379","https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103196339","display_name":"Shijian Li","orcid":"https://orcid.org/0000-0001-5846-3065"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijian Li","raw_affiliation_strings":["Zhejiang University; Hangzhou, 310027, P.R. China","Zhejiang University"],"affiliations":[{"raw_affiliation_string":"Zhejiang University; Hangzhou, 310027, P.R. China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084291326","display_name":"Gang Pan","orcid":"https://orcid.org/0000-0002-4049-6181"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Pan","raw_affiliation_strings":["Zhejiang University; Hangzhou, 310027, P.R. China","Zhejiang University"],"affiliations":[{"raw_affiliation_string":"Zhejiang University; Hangzhou, 310027, P.R. China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068291173"],"corresponding_institution_ids":["https://openalex.org/I205703379","https://openalex.org/I4210145102","https://openalex.org/I88467170"],"apc_list":null,"apc_paid":null,"fwci":36.3519,"has_fulltext":false,"cited_by_count":251,"citation_normalized_percentile":{"value":0.99811504,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"46","issue":"2","first_page":"1","last_page":"34"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9930999875068665,"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":0.9818000197410583,"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/taxis","display_name":"Taxis","score":0.8465637564659119},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7549543380737305},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.7310087084770203},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6778258681297302},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.6428448557853699},{"id":"https://openalex.org/keywords/social-dynamics","display_name":"Social dynamics","score":0.5206477046012878},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5147838592529297},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.49352848529815674},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.43677079677581787},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3895038962364197},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.2837461233139038},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2747468650341034},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1522446870803833},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.119142085313797},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08371046185493469}],"concepts":[{"id":"https://openalex.org/C183373512","wikidata":"https://www.wikidata.org/wiki/Q949618","display_name":"Taxis","level":2,"score":0.8465637564659119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7549543380737305},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.7310087084770203},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6778258681297302},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.6428448557853699},{"id":"https://openalex.org/C67469775","wikidata":"https://www.wikidata.org/wiki/Q304922","display_name":"Social dynamics","level":2,"score":0.5206477046012878},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5147838592529297},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.49352848529815674},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.43677079677581787},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3895038962364197},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2837461233139038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2747468650341034},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1522446870803833},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.119142085313797},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08371046185493469},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2543581.2543584","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2543581.2543584","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01257095v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01257095","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACM Computing Surveys, 2013, 46 (2), pp.n\u00b017 -. &#x27E8;10.1145/2543581.2543584&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":157,"referenced_works":["https://openalex.org/W26726511","https://openalex.org/W35399427","https://openalex.org/W83801381","https://openalex.org/W98895690","https://openalex.org/W206739251","https://openalex.org/W359818833","https://openalex.org/W1465304330","https://openalex.org/W1489843519","https://openalex.org/W1493214567","https://openalex.org/W1509628602","https://openalex.org/W1514900972","https://openalex.org/W1519770485","https://openalex.org/W1521536236","https://openalex.org/W1525147170","https://openalex.org/W1537940195","https://openalex.org/W1544411027","https://openalex.org/W1560724230","https://openalex.org/W1570770538","https://openalex.org/W1626398438","https://openalex.org/W1705505001","https://openalex.org/W1827384124","https://openalex.org/W1867955897","https://openalex.org/W1937847179","https://openalex.org/W1947077359","https://openalex.org/W1970846600","https://openalex.org/W1974080240","https://openalex.org/W1976323204","https://openalex.org/W1976993400","https://openalex.org/W1977392656","https://openalex.org/W1981960581","https://openalex.org/W1982300822","https://openalex.org/W1982480944","https://openalex.org/W1985160654","https://openalex.org/W1986652726","https://openalex.org/W1986660228","https://openalex.org/W1987228002","https://openalex.org/W1988545169","https://openalex.org/W1989750313","https://openalex.org/W1994912512","https://openalex.org/W1995629273","https://openalex.org/W1997070303","https://openalex.org/W1999432478","https://openalex.org/W2002296372","https://openalex.org/W2002644929","https://openalex.org/W2008196645","https://openalex.org/W2009155608","https://openalex.org/W2011968383","https://openalex.org/W2012580531","https://openalex.org/W2021674713","https://openalex.org/W2023932096","https://openalex.org/W2024177114","https://openalex.org/W2026610205","https://openalex.org/W2031346385","https://openalex.org/W2031674781","https://openalex.org/W2032340253","https://openalex.org/W2033815587","https://openalex.org/W2035671253","https://openalex.org/W2040909284","https://openalex.org/W2041349656","https://openalex.org/W2041501777","https://openalex.org/W2049412363","https://openalex.org/W2051793072","https://openalex.org/W2061069829","https://openalex.org/W2061499265","https://openalex.org/W2061562262","https://openalex.org/W2061875415","https://openalex.org/W2062231365","https://openalex.org/W2062475494","https://openalex.org/W2063920058","https://openalex.org/W2063957642","https://openalex.org/W2067089692","https://openalex.org/W2070361724","https://openalex.org/W2073794668","https://openalex.org/W2075364600","https://openalex.org/W2080206036","https://openalex.org/W2082729958","https://openalex.org/W2085009188","https://openalex.org/W2085454572","https://openalex.org/W2087415609","https://openalex.org/W2090702599","https://openalex.org/W2094283130","https://openalex.org/W2098166026","https://openalex.org/W2099760382","https://openalex.org/W2101823987","https://openalex.org/W2104841477","https://openalex.org/W2105811756","https://openalex.org/W2106251367","https://openalex.org/W2108432893","https://openalex.org/W2109464129","https://openalex.org/W2110413449","https://openalex.org/W2111160151","https://openalex.org/W2111961236","https://openalex.org/W2111969977","https://openalex.org/W2113298739","https://openalex.org/W2115450697","https://openalex.org/W2115729631","https://openalex.org/W2117618130","https://openalex.org/W2118269922","https://openalex.org/W2128160875","https://openalex.org/W2128680262","https://openalex.org/W2129352331","https://openalex.org/W2132968912","https://openalex.org/W2133169498","https://openalex.org/W2133400794","https://openalex.org/W2136975357","https://openalex.org/W2138198492","https://openalex.org/W2138972650","https://openalex.org/W2140251882","https://openalex.org/W2142356756","https://openalex.org/W2143394441","https://openalex.org/W2143554828","https://openalex.org/W2144506299","https://openalex.org/W2144758644","https://openalex.org/W2147693219","https://openalex.org/W2147818560","https://openalex.org/W2148694408","https://openalex.org/W2149742236","https://openalex.org/W2152204876","https://openalex.org/W2153207204","https://openalex.org/W2153233077","https://openalex.org/W2156531019","https://openalex.org/W2161581167","https://openalex.org/W2162203086","https://openalex.org/W2162555816","https://openalex.org/W2166692930","https://openalex.org/W2166771065","https://openalex.org/W2166926417","https://openalex.org/W2167538453","https://openalex.org/W2168346693","https://openalex.org/W2168884627","https://openalex.org/W2168903146","https://openalex.org/W2170136948","https://openalex.org/W2171243111","https://openalex.org/W2171664275","https://openalex.org/W2172041433","https://openalex.org/W2227772560","https://openalex.org/W2334782222","https://openalex.org/W2400282354","https://openalex.org/W2401135644","https://openalex.org/W2477834368","https://openalex.org/W2481116446","https://openalex.org/W2489128515","https://openalex.org/W2536246128","https://openalex.org/W2545920584","https://openalex.org/W2602753196","https://openalex.org/W2612776813","https://openalex.org/W2799061466","https://openalex.org/W2911628720","https://openalex.org/W2914569389","https://openalex.org/W2997709458","https://openalex.org/W3003512150","https://openalex.org/W3098098882","https://openalex.org/W3119651796","https://openalex.org/W3144593660","https://openalex.org/W3146950576","https://openalex.org/W4249653116","https://openalex.org/W4312075150"],"related_works":["https://openalex.org/W2114323843","https://openalex.org/W4312367291","https://openalex.org/W2583660717","https://openalex.org/W2901105794","https://openalex.org/W1671315843","https://openalex.org/W2389265911","https://openalex.org/W70734954","https://openalex.org/W4312634505","https://openalex.org/W4211080513","https://openalex.org/W601411050"],"abstract_inverted_index":{"Vehicles":[0],"equipped":[1,17],"with":[2,18,88],"GPS":[3,19],"localizers":[4,20],"are":[5],"an":[6,68,89],"important":[7],"sensory":[8],"device":[9],"for":[10,94,199],"examining":[11],"people\u2019s":[12],"movements":[13],"and":[14,45,52,112,153,173,192],"activities.":[15],"Taxis":[16],"serve":[21],"the":[22,55,72,84,96,101,119,122,137,141,144,151,163,169,186],"transportation":[23],"needs":[24],"of":[25,29,71,83,91,121,125,140,155,177,185],"a":[26,60,81,126,182],"large":[27],"number":[28],"people":[30],"driven":[31],"by":[32],"diverse":[33],"needs;":[34],"their":[35,131],"traces":[36],"can":[37],"tell":[38],"us":[39],"where":[40],"passengers":[41],"were":[42],"picked":[43],"up":[44],"dropped":[46],"off,":[47],"which":[48,194],"route":[49],"was":[50],"taken,":[51],"what":[53],"steps":[54],"driver":[56],"took":[57],"to":[58,118,150],"find":[59],"new":[61,175],"passenger.":[62],"In":[63],"this":[64,190],"article,":[65],"we":[66,180],"provide":[67,80],"exhaustive":[69],"survey":[70],"work":[73,103,188],"on":[74,130],"mining":[75],"these":[76],"traces.":[77],"We":[78,98,161],"first":[79],"formalization":[82],"data":[85],"sets,":[86],"along":[87],"overview":[90,184],"different":[92,164],"mechanisms":[93],"preprocessing":[95],"data.":[97],"then":[99],"classify":[100],"existing":[102],"into":[104],"three":[105],"main":[106],"categories:":[107],"social":[108],"dynamics,":[109],"traffic":[110],"dynamics":[111,116,135,148],"operational":[113],"dynamics.":[114],"Social":[115],"refers":[117,149],"study":[120,152],"collective":[123],"behaviour":[124],"city\u2019s":[127],"population,":[128],"based":[129],"observed":[132],"movements;":[133],"Traffic":[134],"studies":[136],"resulting":[138],"flow":[139],"movement":[142],"through":[143],"road":[145],"network;":[146],"Operational":[147],"analysis":[154],"taxi":[156],"driver\u2019s":[157],"modus":[158],"operandi":[159],".":[160],"discuss":[162,193],"problems":[165],"currently":[166],"being":[167],"researched,":[168],"various":[170],"approaches":[171],"proposed,":[172],"suggest":[174],"avenues":[176],"research.":[178,201],"Finally,":[179],"present":[181],"historical":[183],"research":[187],"in":[189],"field":[191],"areas":[195],"hold":[196],"most":[197],"promise":[198],"future":[200]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":31},{"year":2019,"cited_by_count":35},{"year":2018,"cited_by_count":40},{"year":2017,"cited_by_count":27},{"year":2016,"cited_by_count":30},{"year":2015,"cited_by_count":21},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
