{"id":"https://openalex.org/W2000603369","doi":"https://doi.org/10.1145/2494091.2497354","title":"Mining temporal patterns of transport behaviour for predicting future transport usage","display_name":"Mining temporal patterns of transport behaviour for predicting future transport usage","publication_year":2013,"publication_date":"2013-09-08","ids":{"openalex":"https://openalex.org/W2000603369","doi":"https://doi.org/10.1145/2494091.2497354","mag":"2000603369"},"language":"en","primary_location":{"id":"doi:10.1145/2494091.2497354","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2494091.2497354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication","raw_type":"proceedings-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/A5075806172","display_name":"Stefan Foell","orcid":null},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Stefan Foell","raw_affiliation_strings":["The Open University, Milton Keynes, United Kingdom","(The Open University, Milton Keynes, United Kingdom)"],"affiliations":[{"raw_affiliation_string":"The Open University, Milton Keynes, United Kingdom","institution_ids":["https://openalex.org/I204136569"]},{"raw_affiliation_string":"(The Open University, Milton Keynes, United Kingdom)","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043360227","display_name":"Gerd Kortuem","orcid":"https://orcid.org/0000-0003-3500-0046"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gerd Kortuem","raw_affiliation_strings":["The Open University, Milton Keynes, United Kingdom","(The Open University, Milton Keynes, United Kingdom)"],"affiliations":[{"raw_affiliation_string":"The Open University, Milton Keynes, United Kingdom","institution_ids":["https://openalex.org/I204136569"]},{"raw_affiliation_string":"(The Open University, Milton Keynes, United Kingdom)","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071424921","display_name":"Reza Rawassizadeh","orcid":"https://orcid.org/0000-0002-2607-1777"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Reza Rawassizadeh","raw_affiliation_strings":["The Open University, Milton Keynes, United Kingdom","(The Open University, Milton Keynes, United Kingdom)"],"affiliations":[{"raw_affiliation_string":"The Open University, Milton Keynes, United Kingdom","institution_ids":["https://openalex.org/I204136569"]},{"raw_affiliation_string":"(The Open University, Milton Keynes, United Kingdom)","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014802853","display_name":"Santi Phithakkitnukoon","orcid":"https://orcid.org/0000-0002-5716-9363"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Santi Phithakkitnukoon","raw_affiliation_strings":["The Open University, Milton Keynes, United Kingdom","(The Open University, Milton Keynes, United Kingdom)"],"affiliations":[{"raw_affiliation_string":"The Open University, Milton Keynes, United Kingdom","institution_ids":["https://openalex.org/I204136569"]},{"raw_affiliation_string":"(The Open University, Milton Keynes, United Kingdom)","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055443885","display_name":"Marco Veloso","orcid":"https://orcid.org/0000-0001-5925-8442"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Marco Veloso","raw_affiliation_strings":["Universidade de Coimbra, Coimbra, Portugal","Universidade de Coimbra, Coimbra, Portugal#TAB#"],"affiliations":[{"raw_affiliation_string":"Universidade de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Universidade de Coimbra, Coimbra, Portugal#TAB#","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028702140","display_name":"Carlos Bento","orcid":"https://orcid.org/0000-0003-3285-6500"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carlos Bento","raw_affiliation_strings":["Universidade de Coimbra, Coimbra, Portugal","Universidade de Coimbra, Coimbra, Portugal#TAB#"],"affiliations":[{"raw_affiliation_string":"Universidade de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]},{"raw_affiliation_string":"Universidade de Coimbra, Coimbra, Portugal#TAB#","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5075806172"],"corresponding_institution_ids":["https://openalex.org/I204136569"],"apc_list":null,"apc_paid":null,"fwci":6.6009,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.9573808,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1239","last_page":"1248"},"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":1.0,"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":1.0,"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":0.998199999332428,"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":0.9972000122070312,"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/computer-science","display_name":"Computer science","score":0.5923463106155396},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.336927592754364}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5923463106155396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.336927592754364}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/2494091.2497354","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2494091.2497354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication","raw_type":"proceedings-article"},{"id":"pmh:oai:oro.open.ac.uk:37859","is_oa":false,"landing_page_url":"https://oro.open.ac.uk/view/person/sf7463.html>;","pdf_url":null,"source":{"id":"https://openalex.org/S4306401187","display_name":"Open Research Online (The Open University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204136569","host_organization_name":"The Open University","host_organization_lineage":["https://openalex.org/I204136569"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.1002.1840","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1002.1840","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cl.cam.ac.uk/events/purba2013/papers/purba2013_submission_6.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.1004.5389","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1004.5389","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ubicomp.org/ubicomp2013/adjunct/adjunct/p1239.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.667.6567","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.667.6567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://oro.open.ac.uk/37859/1/foell_purba2013.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1984256469","https://openalex.org/W2054007841","https://openalex.org/W2058818339","https://openalex.org/W2137809546","https://openalex.org/W2148623276"],"related_works":["https://openalex.org/W2348925352","https://openalex.org/W2348097614","https://openalex.org/W2347219288","https://openalex.org/W2354822586","https://openalex.org/W2366221835","https://openalex.org/W3149424243","https://openalex.org/W1558947798","https://openalex.org/W2076428730","https://openalex.org/W2358841807","https://openalex.org/W2383487638"],"abstract_inverted_index":{"information":[0,74],"systems":[1],"which":[2],"are":[3,25],"centred":[4],"on":[5,90,120],"the":[6,61,69,78],"individual":[7,86],"transport":[8,22,62,105,118],"user.":[9],"Especially,":[10],"in":[11],"dense":[12],"urban":[13,65],"cities":[14],"where":[15],"it":[16],"is":[17],"hard":[18],"to":[19,27,36,46,56,80,100,112],"oversee":[20],"complex":[21],"networks":[23],"that":[24,76],"subject":[26],"frequent":[28],"changes,":[29],"maintenance":[30],"and":[31,42,107],"construction":[32],"works,":[33],"travellers":[34],"want":[35],"be":[37],"proactively":[38],"notified":[39],"about":[40],"disruptions":[41],"traffic":[43],"incidents":[44],"relevant":[45],"their":[47,109],"future":[48,122],"behaviour.":[49],"In":[50],"this":[51],"paper,":[52],"we":[53],"show":[54],"how":[55],"mine":[57],"characteristic":[58],"patterns":[59],"of":[60,64,71,85,103],"routines":[63],"bus":[66],"riders":[67],"for":[68],"design":[70],"novel":[72],"travel":[73,83,91],"system":[75,98],"have":[77],"ability":[79],"understand":[81],"forthcoming":[82],"needs":[84],"users.":[87],"We":[88],"leverage":[89],"histories":[92],"collected":[93],"from":[94],"automated":[95],"fare":[96],"collection":[97],"(AFC)":[99],"extract":[101],"features":[102],"personal":[104],"usage":[106],"study":[108],"predictive":[110],"power":[111],"forecast":[113],"whether":[114],"people":[115],"access":[116],"public":[117],"services":[119],"a":[121],"day":[123],"or":[124],"not.":[125]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}