{"id":"https://openalex.org/W2895120558","doi":"https://doi.org/10.1109/tits.2018.2868122","title":"Urban Trajectory Analytics: Day-of-Week Movement Pattern Mining Using Tensor Factorization","display_name":"Urban Trajectory Analytics: Day-of-Week Movement Pattern Mining Using Tensor Factorization","publication_year":2018,"publication_date":"2018-10-02","ids":{"openalex":"https://openalex.org/W2895120558","doi":"https://doi.org/10.1109/tits.2018.2868122","mag":"2895120558"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2018.2868122","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2018.2868122","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":"https://openalex.org/A5016335285","display_name":"Kianoosh Soltani Naveh","orcid":"https://orcid.org/0000-0002-3212-9971"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Kianoosh Soltani Naveh","raw_affiliation_strings":["School of Mechanical and Mining Engineering, the University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Mining Engineering, the University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047305393","display_name":"Jiwon Kim","orcid":"https://orcid.org/0000-0001-6380-3001"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiwon Kim","raw_affiliation_strings":["School of Civil Engineering, the University of Queensland, Brisbane, Australia"],"affiliations":[{"raw_affiliation_string":"School of Civil Engineering, the University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016335285"],"corresponding_institution_ids":["https://openalex.org/I165143802"],"apc_list":null,"apc_paid":null,"fwci":5.1133,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.94319852,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"20","issue":"7","first_page":"2540","last_page":"2549"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9995999932289124,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9889000058174133,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.7793385982513428},{"id":"https://openalex.org/keywords/factorization","display_name":"Factorization","score":0.5317294597625732},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5197022557258606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4993906021118164},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.4754745066165924},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4454426169395447},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.4377307891845703},{"id":"https://openalex.org/keywords/bluetooth","display_name":"Bluetooth","score":0.4377162456512451},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.31133463978767395},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23672467470169067},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23151308298110962},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.12498661875724792},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11836060881614685},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09382471442222595},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09300333261489868}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7793385982513428},{"id":"https://openalex.org/C187834632","wikidata":"https://www.wikidata.org/wiki/Q188804","display_name":"Factorization","level":2,"score":0.5317294597625732},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5197022557258606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4993906021118164},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.4754745066165924},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4454426169395447},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.4377307891845703},{"id":"https://openalex.org/C546215728","wikidata":"https://www.wikidata.org/wiki/Q39531","display_name":"Bluetooth","level":3,"score":0.4377162456512451},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31133463978767395},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23672467470169067},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23151308298110962},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.12498661875724792},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11836060881614685},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09382471442222595},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09300333261489868},{"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/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tits.2018.2868122","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2018.2868122","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"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:8df875d","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8199999928474426}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320984","display_name":"University of Queensland","ror":"https://ror.org/00rqy9422"},{"id":"https://openalex.org/F4320335345","display_name":"Department of Transport and Main Roads, Queensland Government","ror":"https://ror.org/024ws6f80"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1584236903","https://openalex.org/W1586896890","https://openalex.org/W1594031697","https://openalex.org/W1737853022","https://openalex.org/W1798398164","https://openalex.org/W1912056476","https://openalex.org/W1963757997","https://openalex.org/W1982300822","https://openalex.org/W1994219736","https://openalex.org/W2037271374","https://openalex.org/W2042901969","https://openalex.org/W2064489681","https://openalex.org/W2066016439","https://openalex.org/W2082729958","https://openalex.org/W2095998117","https://openalex.org/W2120436185","https://openalex.org/W2125189556","https://openalex.org/W2330820318","https://openalex.org/W2342643507","https://openalex.org/W2465297350","https://openalex.org/W2609163323","https://openalex.org/W2747749962","https://openalex.org/W2911964244","https://openalex.org/W6737097300"],"related_works":["https://openalex.org/W4220926637","https://openalex.org/W2362681120","https://openalex.org/W2376320007","https://openalex.org/W4376643979","https://openalex.org/W2322402661","https://openalex.org/W2389079374","https://openalex.org/W2372429262","https://openalex.org/W2903653170","https://openalex.org/W2722482855","https://openalex.org/W2351967314"],"abstract_inverted_index":{"This":[0],"paper":[1],"demonstrates":[2],"the":[3,73,92],"use":[4],"of":[5,40,72,95],"non-negative":[6],"tensor":[7],"factorization":[8,57],"to":[9,43,61,65],"extract":[10],"underlying":[11],"spatio-temporal":[12],"movement":[13],"patterns":[14,80],"from":[15,24],"large-scale":[16],"urban":[17,96],"trajectory":[18,21],"data.":[19],"Individual":[20],"data":[22,46],"obtained":[23],"public":[25,82],"transport":[26,83],"smart":[27],"card":[28],"systems":[29],"and":[30,54,85],"roadside":[31],"Bluetooth":[32],"detectors":[33],"are":[34],"represented":[35],"as":[36],"a":[37],"dynamic":[38,63],"graph":[39],"region-to-region":[41],"flows":[42],"obtain":[44],"structured":[45],"describing":[47],"flow":[48],"interactions":[49],"between":[50],"regions":[51],"across":[52],"time-of-day":[53],"day-of-week.":[55],"Tensor":[56],"is":[58],"then":[59],"applied":[60],"these":[62],"graphs":[64],"characterize":[66],"traveler":[67],"movements":[68],"on":[69],"different":[70],"days":[71],"week.":[74],"The":[75],"results":[76],"unveil":[77],"distinct":[78],"day-of-week":[79],"in":[81],"passenger":[84],"roadway":[86],"vehicle":[87],"movements,":[88],"providing":[89],"insight":[90],"into":[91],"diverse":[93],"aspects":[94],"mobility.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}