{"id":"https://openalex.org/W3049472201","doi":"https://doi.org/10.3390/s20164571","title":"Big Trajectory Data Mining: A Survey of Methods, Applications, and Services","display_name":"Big Trajectory Data Mining: A Survey of Methods, Applications, and Services","publication_year":2020,"publication_date":"2020-08-14","ids":{"openalex":"https://openalex.org/W3049472201","doi":"https://doi.org/10.3390/s20164571","mag":"3049472201","pmid":"https://pubmed.ncbi.nlm.nih.gov/32824028"},"language":"en","primary_location":{"id":"doi:10.3390/s20164571","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20164571","pdf_url":"https://www.mdpi.com/1424-8220/20/16/4571/pdf?version=1597490010","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/20/16/4571/pdf?version=1597490010","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101700107","display_name":"Di Wang","orcid":"https://orcid.org/0000-0002-3120-5653"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Di Wang","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Nagoya University, Nagoya 464-8603, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3120-5653","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Nagoya University, Nagoya 464-8603, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028391759","display_name":"Tomio Miwa","orcid":"https://orcid.org/0000-0001-9385-7844"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomio Miwa","raw_affiliation_strings":["Institute of Materials and Systems for Sustainability, Nagoya University, Nagoya 464-8603, Japan"],"raw_orcid":"https://orcid.org/0000-0001-9385-7844","affiliations":[{"raw_affiliation_string":"Institute of Materials and Systems for Sustainability, Nagoya University, Nagoya 464-8603, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037745876","display_name":"Takayuki Morikawa","orcid":"https://orcid.org/0000-0001-8699-199X"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takayuki Morikawa","raw_affiliation_strings":["Institute of Innovation for Future Society, Nagoya University, Nagoya 464-8603, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Innovation for Future Society, Nagoya University, Nagoya 464-8603, Japan","institution_ids":["https://openalex.org/I60134161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101700107"],"corresponding_institution_ids":["https://openalex.org/I60134161"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":4.5579,"has_fulltext":true,"cited_by_count":65,"citation_normalized_percentile":{"value":0.9561753,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"20","issue":"16","first_page":"4571","last_page":"4571"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9997000098228455,"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":0.9997000098228455,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.998199999332428,"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":0.9922999739646912,"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/trajectory","display_name":"Trajectory","score":0.8166595697402954},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.7266002893447876},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.7227013111114502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6824631690979004},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.61209636926651},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5312395095825195},{"id":"https://openalex.org/keywords/urban-computing","display_name":"Urban computing","score":0.4869743287563324},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4849436581134796},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4694763123989105},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.33032095432281494},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1878272294998169},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1420295536518097}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.8166595697402954},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.7266002893447876},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.7227013111114502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6824631690979004},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.61209636926651},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5312395095825195},{"id":"https://openalex.org/C2778459138","wikidata":"https://www.wikidata.org/wiki/Q7900107","display_name":"Urban computing","level":2,"score":0.4869743287563324},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4849436581134796},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4694763123989105},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.33032095432281494},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1878272294998169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1420295536518097},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s20164571","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20164571","pdf_url":"https://www.mdpi.com/1424-8220/20/16/4571/pdf?version=1597490010","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:32824028","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32824028","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:dc61886cc00e4cb39db80105c66a5ae7","is_oa":true,"landing_page_url":"https://doaj.org/article/dc61886cc00e4cb39db80105c66a5ae7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 20, Iss 16, p 4571 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/20/16/4571/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s20164571","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 20; Issue 16; Pages: 4571","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7472055","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7472055","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s20164571","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s20164571","pdf_url":"https://www.mdpi.com/1424-8220/20/16/4571/pdf?version=1597490010","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3049472201.pdf","grobid_xml":"https://content.openalex.org/works/W3049472201.grobid-xml"},"referenced_works_count":226,"referenced_works":["https://openalex.org/W25086975","https://openalex.org/W116962720","https://openalex.org/W148444222","https://openalex.org/W205574054","https://openalex.org/W246286872","https://openalex.org/W578585133","https://openalex.org/W595134950","https://openalex.org/W612850866","https://openalex.org/W648076884","https://openalex.org/W976226029","https://openalex.org/W1487746570","https://openalex.org/W1489489715","https://openalex.org/W1492261040","https://openalex.org/W1523293200","https://openalex.org/W1530612431","https://openalex.org/W1533841329","https://openalex.org/W1535289548","https://openalex.org/W1537940195","https://openalex.org/W1550053202","https://openalex.org/W1551385575","https://openalex.org/W1555199703","https://openalex.org/W1580791986","https://openalex.org/W1581745374","https://openalex.org/W1583075929","https://openalex.org/W1599723158","https://openalex.org/W1612155886","https://openalex.org/W1616675290","https://openalex.org/W1629143244","https://openalex.org/W1737215496","https://openalex.org/W1827315716","https://openalex.org/W1828125457","https://openalex.org/W1870538541","https://openalex.org/W1873332500","https://openalex.org/W1899733449","https://openalex.org/W1937847179","https://openalex.org/W1949832274","https://openalex.org/W1964461063","https://openalex.org/W1965287810","https://openalex.org/W1967165137","https://openalex.org/W1968944115","https://openalex.org/W1969301519","https://openalex.org/W1969454839","https://openalex.org/W1971039378","https://openalex.org/W1971380562","https://openalex.org/W1972243012","https://openalex.org/W1974080240","https://openalex.org/W1977555135","https://openalex.org/W1979900513","https://openalex.org/W1979994878","https://openalex.org/W1981398125","https://openalex.org/W1982397092","https://openalex.org/W1984480097","https://openalex.org/W1986324410","https://openalex.org/W1988580225","https://openalex.org/W1989967434","https://openalex.org/W1994912512","https://openalex.org/W1995103535","https://openalex.org/W1995151908","https://openalex.org/W1995629273","https://openalex.org/W1995639191","https://openalex.org/W1997070303","https://openalex.org/W1998210561","https://openalex.org/W1999110238","https://openalex.org/W1999432478","https://openalex.org/W2002830978","https://openalex.org/W2006342384","https://openalex.org/W2007159514","https://openalex.org/W2009779426","https://openalex.org/W2010485637","https://openalex.org/W2012580531","https://openalex.org/W2017767972","https://openalex.org/W2019572214","https://openalex.org/W2022749020","https://openalex.org/W2023596329","https://openalex.org/W2024177114","https://openalex.org/W2024577186","https://openalex.org/W2028618575","https://openalex.org/W2029308992","https://openalex.org/W2030694374","https://openalex.org/W2031674781","https://openalex.org/W2044023374","https://openalex.org/W2044074081","https://openalex.org/W2046357874","https://openalex.org/W2046466133","https://openalex.org/W2047216628","https://openalex.org/W2055238766","https://openalex.org/W2057432930","https://openalex.org/W2060701381","https://openalex.org/W2061240327","https://openalex.org/W2062231365","https://openalex.org/W2063920058","https://openalex.org/W2066111998","https://openalex.org/W2072841881","https://openalex.org/W2074104866","https://openalex.org/W2075123554","https://openalex.org/W2075188627","https://openalex.org/W2075190119","https://openalex.org/W2075364600","https://openalex.org/W2076730950","https://openalex.org/W2077451659","https://openalex.org/W2082311728","https://openalex.org/W2082593161","https://openalex.org/W2082729958","https://openalex.org/W2085121383","https://openalex.org/W2085269948","https://openalex.org/W2087692915","https://openalex.org/W2088061407","https://openalex.org/W2090667601","https://openalex.org/W2095487624","https://openalex.org/W2098162994","https://openalex.org/W2101108259","https://openalex.org/W2101823987","https://openalex.org/W2102391559","https://openalex.org/W2104841477","https://openalex.org/W2106251367","https://openalex.org/W2109328551","https://openalex.org/W2110707662","https://openalex.org/W2111619626","https://openalex.org/W2112738128","https://openalex.org/W2113146968","https://openalex.org/W2113298739","https://openalex.org/W2114608211","https://openalex.org/W2115317849","https://openalex.org/W2115639613","https://openalex.org/W2116070975","https://openalex.org/W2117587045","https://openalex.org/W2117618130","https://openalex.org/W2117742206","https://openalex.org/W2121161839","https://openalex.org/W2125686177","https://openalex.org/W2126194848","https://openalex.org/W2127282486","https://openalex.org/W2130453793","https://openalex.org/W2133990480","https://openalex.org/W2135599732","https://openalex.org/W2136715366","https://openalex.org/W2136975357","https://openalex.org/W2137130182","https://openalex.org/W2137671819","https://openalex.org/W2137862811","https://openalex.org/W2138198492","https://openalex.org/W2139809240","https://openalex.org/W2140190241","https://openalex.org/W2141136363","https://openalex.org/W2141296717","https://openalex.org/W2142516160","https://openalex.org/W2144475703","https://openalex.org/W2147693219","https://openalex.org/W2148959739","https://openalex.org/W2149706766","https://openalex.org/W2149947045","https://openalex.org/W2152204876","https://openalex.org/W2152836443","https://openalex.org/W2153207204","https://openalex.org/W2153233077","https://openalex.org/W2153458569","https://openalex.org/W2154056116","https://openalex.org/W2155856926","https://openalex.org/W2156098321","https://openalex.org/W2157521848","https://openalex.org/W2159128662","https://openalex.org/W2161846515","https://openalex.org/W2162036652","https://openalex.org/W2163347789","https://openalex.org/W2164364358","https://openalex.org/W2165169065","https://openalex.org/W2165178985","https://openalex.org/W2165849194","https://openalex.org/W2167686542","https://openalex.org/W2168346693","https://openalex.org/W2168903146","https://openalex.org/W2168912013","https://openalex.org/W2172041433","https://openalex.org/W2174638448","https://openalex.org/W2197199257","https://openalex.org/W2197708404","https://openalex.org/W2224126271","https://openalex.org/W2273522816","https://openalex.org/W2294912893","https://openalex.org/W2322990480","https://openalex.org/W2339065330","https://openalex.org/W2395971593","https://openalex.org/W2399584689","https://openalex.org/W2401939608","https://openalex.org/W2435507717","https://openalex.org/W2464400784","https://openalex.org/W2479517116","https://openalex.org/W2511107577","https://openalex.org/W2534990340","https://openalex.org/W2557813792","https://openalex.org/W2602064402","https://openalex.org/W2605706708","https://openalex.org/W2731903941","https://openalex.org/W2769353087","https://openalex.org/W2770970578","https://openalex.org/W2771791873","https://openalex.org/W2787894218","https://openalex.org/W2793379293","https://openalex.org/W2798903611","https://openalex.org/W2894692710","https://openalex.org/W2916349291","https://openalex.org/W2958414331","https://openalex.org/W2965090413","https://openalex.org/W3010949373","https://openalex.org/W3011955832","https://openalex.org/W3014146874","https://openalex.org/W3016003958","https://openalex.org/W3018666775","https://openalex.org/W3104323038","https://openalex.org/W3149700931","https://openalex.org/W4205930639","https://openalex.org/W4230887410","https://openalex.org/W4233858766","https://openalex.org/W4236137412","https://openalex.org/W4238596234","https://openalex.org/W4239048948","https://openalex.org/W4289866267","https://openalex.org/W4294215472","https://openalex.org/W4383993504","https://openalex.org/W6631217308","https://openalex.org/W6639175750","https://openalex.org/W6649278017","https://openalex.org/W6675334681","https://openalex.org/W6676184124","https://openalex.org/W6678310329","https://openalex.org/W7071834442"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2126194848","https://openalex.org/W3001431193","https://openalex.org/W2955605379","https://openalex.org/W4366491531","https://openalex.org/W2904515274","https://openalex.org/W2024348445","https://openalex.org/W4320024144"],"abstract_inverted_index":{"The":[0,22],"increasingly":[1],"wide":[2],"usage":[3],"of":[4,15,24,115],"smart":[5],"infrastructure":[6],"and":[7,27,68,71,87,110,126,160,175,179],"location-aware":[8],"terminals":[9],"has":[10,30],"helped":[11],"increase":[12],"the":[13,76,102,105,113,133,183],"availability":[14],"trajectory":[16,36,107,116,152],"data":[17,25,117,153,177],"with":[18],"rich":[19],"spatiotemporal":[20],"information.":[21],"development":[23],"mining":[26,108],"analysis":[28],"methods":[29,82,109,174,186],"allowed":[31],"researchers":[32,168],"to":[33,38,48,169,181],"use":[34],"these":[35],"datasets":[37],"identify":[39,170],"urban":[40,50],"reality":[41],"(e.g.,":[42],"citizens'":[43],"collective":[44],"behavior)":[45],"in":[46,52,61,141,151],"order":[47],"solve":[49],"problems":[51,77],"transportation,":[53],"environment,":[54],"public":[55],"security,":[56],"etc.":[57],"However,":[58],"existing":[59,94],"studies":[60,140],"this":[62,97,142],"field":[63],"have":[64,79,84,90],"been":[65,80,85,91],"relatively":[66],"isolated,":[67],"an":[69],"integrated":[70],"comprehensive":[72],"review":[73,163],"is":[74,164],"lacking":[75],"that":[78,83,89,135],"tackled,":[81],"tested,":[86],"services":[88,134],"generated":[92],"from":[93,139],"research.":[95],"In":[96],"paper,":[98],"we":[99,130],"first":[100],"discuss":[101,132],"relationships":[103],"among":[104,172],"prevailing":[106],"then,":[111],"classify":[112],"applications":[114],"into":[118],"three":[119],"major":[120],"groups:":[121],"social":[122],"dynamics,":[123,125],"traffic":[124],"operational":[127],"dynamics.":[128],"Finally,":[129],"briefly":[131],"can":[136],"be":[137],"developed":[138],"field.":[143],"Practical":[144],"implications":[145],"are":[146],"also":[147],"delivered":[148],"for":[149,187],"participants":[150],"mining.":[154],"With":[155],"a":[156],"focus":[157],"on":[158],"relevance":[159],"association,":[161],"our":[162],"aimed":[165],"at":[166],"inspiring":[167],"gaps":[171],"tested":[173],"guiding":[176],"analysts":[178],"planners":[180],"select":[182],"most":[184],"suitable":[185],"specific":[188],"problems.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
