{"id":"https://openalex.org/W2109866362","doi":"https://doi.org/10.3141/1807-02","title":"Stationary and Time-Varying Patterns in Activity Diary Panel Data: Explorative Analysis with Association Rules","display_name":"Stationary and Time-Varying Patterns in Activity Diary Panel Data: Explorative Analysis with Association Rules","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2109866362","doi":"https://doi.org/10.3141/1807-02","mag":"2109866362"},"language":"en","primary_location":{"id":"doi:10.3141/1807-02","doi":"https://doi.org/10.3141/1807-02","is_oa":false,"landing_page_url":"https://doi.org/10.3141/1807-02","pdf_url":null,"source":{"id":"https://openalex.org/S145575934","display_name":"Transportation Research Record Journal of the Transportation Research Board","issn_l":"0361-1981","issn":["0361-1981","2169-4052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Record: Journal of the Transportation Research Board","raw_type":"journal-article"},"volume":null,"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/A5062525785","display_name":"Bertold Keuleers","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bertold Keuleers","raw_affiliation_strings":["Faculty of Applied Economic Sciences, University of Limburg, Data Analysis and Modelling Group, Universitaire Campus, 3590 Diepenbeek"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Economic Sciences, University of Limburg, Data Analysis and Modelling Group, Universitaire Campus, 3590 Diepenbeek","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064520786","display_name":"Geert Wets","orcid":"https://orcid.org/0000-0002-5485-9705","observed_orcids":["https://orcid.org/0000-0002-5485-9705"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geert Wets","raw_affiliation_strings":["Faculty of Applied Economic Sciences, University of Limburg, Data Analysis and Modelling Group, Universitaire Campus, 3590 Diepenbeek"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Economic Sciences, University of Limburg, Data Analysis and Modelling Group, Universitaire Campus, 3590 Diepenbeek","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111383531","display_name":"Harry J.P. Timmermans","orcid":"https://orcid.org/0000-0002-8737-4632","observed_orcids":["https://orcid.org/0000-0002-8737-4632"]},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Harry Timmermans","raw_affiliation_strings":["Eindhoven University of Technology, Urban Planning Group, P.O. Box 513, 5600 MB, Eindhoven, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Urban Planning Group, P.O. Box 513, 5600 MB, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060311599","display_name":"Theo Arentze","orcid":"https://orcid.org/0000-0003-2551-8650","observed_orcids":["https://orcid.org/0000-0003-2551-8650"]},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Theo Arentze","raw_affiliation_strings":["Eindhoven University of Technology, Urban Planning Group, P.O. Box 513, 5600 MB, Eindhoven, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Urban Planning Group, P.O. Box 513, 5600 MB, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042634804","display_name":"Koen Vanhoof","orcid":"https://orcid.org/0000-0001-7084-4223","observed_orcids":["https://orcid.org/0000-0001-7084-4223"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Koen Vanhoof","raw_affiliation_strings":["Faculty of Applied Economic Sciences, University of Limburg, Data Analysis and Modelling Group, Universitaire Campus, 3590 Diepenbeek"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Applied Economic Sciences, University of Limburg, Data Analysis and Modelling Group, Universitaire Campus, 3590 Diepenbeek","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3650,"currency":"USD","value_usd":3650},"apc_paid":null,"fwci":2.9042,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93579454,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"1807","issue":"1","first_page":"9","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.8978999853134155,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.8978999853134155,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.08070000261068344,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.012900000438094139,"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/activity-travel-patterns","display_name":"activity-travel patterns","score":0.7559999823570251},{"id":"https://openalex.org/keywords/temporal-patterns","display_name":"temporal patterns","score":0.7979999780654907},{"id":"https://openalex.org/keywords/association-rule-mining","display_name":"association rule mining","score":0.8420000076293945},{"id":"https://openalex.org/keywords/stationary-patterns","display_name":"stationary patterns","score":0.5519999861717224},{"id":"https://openalex.org/keywords/household-characteristics","display_name":"household characteristics","score":0.7369999885559082},{"id":"https://openalex.org/keywords/individual-attributes","display_name":"individual attributes","score":0.8550000190734863},{"id":"https://openalex.org/keywords/voorhout","display_name":"Voorhout","score":0.7039999961853027}],"concepts":[{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6383464336395264},{"id":"https://openalex.org/C6422946","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Panel data","level":2,"score":0.5181259512901306},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.5080304145812988},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4628085196018219},{"id":"https://openalex.org/C2984393311","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometric analysis","level":2,"score":0.4527192711830139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35552555322647095},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3034670948982239},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25326013565063477},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.21871355175971985},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3141/1807-02","doi":"https://doi.org/10.3141/1807-02","is_oa":false,"landing_page_url":"https://doi.org/10.3141/1807-02","pdf_url":null,"source":{"id":"https://openalex.org/S145575934","display_name":"Transportation Research Record Journal of the Transportation Research Board","issn_l":"0361-1981","issn":["0361-1981","2169-4052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Record: Journal of the Transportation Research Board","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/1756476c-3a41-407d-b878-caf4dee10e76","doi":null,"is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/1756476c-3a41-407d-b878-caf4dee10e76","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Keuleers, B, Wets, G, Timmermans, H J P, Arentze, T A & Vanhoof, K 2002, 'Stationary and time-varying patterns in activity diary panel data : explorative analysis with association rules', Transportation Research Record, vol. 1807, no. 1, pp. 9-15. https://doi.org/10.3141/1807-02","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:589570","doi":null,"is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=589570","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0361-1981","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:documentserver.uhasselt.be:1942/2788","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/1942/2788","pdf_url":null,"source":{"id":"https://openalex.org/S4306401926","display_name":"Document Server@UHasselt (UHasselt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I878454856","host_organization_name":"Hasselt University","host_organization_lineage":["https://openalex.org/I878454856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:library.tue.nl:589570","doi":null,"is_oa":false,"landing_page_url":"http://repository.tue.nl/589570","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN:0361-1981","raw_type":"Article / Letter to the editor"},{"id":"pmh:tue:oai:library.tue.nl:589570","doi":null,"is_oa":false,"landing_page_url":"http://repository.tue.nl/589570","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transportation Research Record Transportation Research Record Transportation Research Record, 1807(1), 9","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:tue:oai:pure.tue.nl:publications/1756476c-3a41-407d-b878-caf4dee10e76","doi":null,"is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/1756476c-3a41-407d-b878-caf4dee10e76","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transportation Research Record, 1807(1), 9 - 15. US National Research Council","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W566539759","https://openalex.org/W1568849991","https://openalex.org/W2032738984","https://openalex.org/W2062672474","https://openalex.org/W2082131185","https://openalex.org/W2166559705","https://openalex.org/W4212848460"],"related_works":["https://openalex.org/W2804813690","https://openalex.org/W2002501270","https://openalex.org/W1513518718","https://openalex.org/W2007478562","https://openalex.org/W4205742906","https://openalex.org/W2023124912","https://openalex.org/W1599173874","https://openalex.org/W4403514088","https://openalex.org/W655511162","https://openalex.org/W2015137871"],"abstract_inverted_index":{"The":[0,60],"question":[1],"of":[2,25,37,69,85,91,115],"identifying":[3],"temporal":[4],"patterns":[5,54,57,108,132],"in":[6,15,55,71,77,123,147],"activity":[7,42,107,131],"diary":[8,43],"data":[9,61],"has":[10,118],"received":[11],"only":[12],"scant":[13],"attention":[14],"the":[16,26,67,72,92,113,144],"transportation":[17],"literature,":[18],"but":[19],"interest":[20],"is":[21,58],"rapidly":[22],"increasing.":[23],"Most":[24],"existing":[27],"research":[28],"uses":[29],"well-known":[30],"econometric":[31],"methods":[32],"to":[33,40,137],"quantify":[34],"change.":[35],"Use":[36],"association":[38],"rules":[39],"explore":[41],"panel":[44],"data,":[45],"involving":[46],"two":[47],"waves,":[48],"for":[49,62,133],"possible":[50],"stationary":[51],"and":[52,79,82,98,111,130],"time-varying":[53],"activity-travel":[56],"reported.":[59],"this":[63,140,151],"analysis":[64,93],"stem":[65],"from":[66,150],"municipality":[68],"Voorhout":[70],"Netherlands.":[73],"Data":[74],"were":[75],"collected":[76],"1997":[78],"1998":[80],"before":[81],"after":[83],"opening":[84],"a":[86,102],"new":[87,152],"railway":[88],"station.":[89,153],"Results":[90],"indicate":[94],"that":[95,112,143],"specific":[96],"household":[97],"individual":[99],"attributes":[100,117,126],"have":[101],"larger":[103],"effect":[104,114],"on":[105],"daily":[106],"than":[109],"others":[110],"these":[116],"significantly":[119],"changed.":[120],"Because":[121],"changes":[122],"other":[124],"sociodemographic":[125],"are":[127,135],"almost":[128],"nonexistent":[129],"communities":[134],"known":[136],"be":[138],"stable,":[139],"study":[141],"claims":[142],"observed":[145],"shifts":[146],"dependencies":[148],"come":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}
