{"id":"https://openalex.org/W2793626046","doi":"https://doi.org/10.1007/s40558-018-0105-z","title":"Estimating a latent-class user model for travel recommender systems","display_name":"Estimating a latent-class user model for travel recommender systems","publication_year":2018,"publication_date":"2018-02-02","ids":{"openalex":"https://openalex.org/W2793626046","doi":"https://doi.org/10.1007/s40558-018-0105-z","mag":"2793626046"},"language":"en","primary_location":{"id":"doi:10.1007/s40558-018-0105-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40558-018-0105-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40558-018-0105-z.pdf","source":{"id":"https://openalex.org/S184463352","display_name":"Information Technology & Tourism","issn_l":"1098-3058","issn":["1098-3058","1943-4294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology &amp; Tourism","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s40558-018-0105-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060311599","display_name":"Theo Arentze","orcid":"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":true,"raw_author_name":"Theo Arentze","raw_affiliation_strings":["Urban Systems and Real Estate Group, Eindhoven University of Technology, PO Box 513, 5600 MB, Eindhoven, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-2551-8650","affiliations":[{"raw_affiliation_string":"Urban Systems and Real Estate Group, Eindhoven University of Technology, PO Box 513, 5600 MB, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066150142","display_name":"Astrid Kemperman","orcid":"https://orcid.org/0000-0002-1312-4913"},"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":"Astrid Kemperman","raw_affiliation_strings":["Urban Systems and Real Estate Group, Eindhoven University of Technology, PO Box 513, 5600 MB, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Urban Systems and Real Estate Group, Eindhoven University of Technology, PO Box 513, 5600 MB, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014093833","display_name":"Petr Aksenov","orcid":"https://orcid.org/0000-0002-1716-7726"},"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":"Petr Aksenov","raw_affiliation_strings":["Urban Systems and Real Estate Group, Eindhoven University of Technology, PO Box 513, 5600 MB, Eindhoven, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Urban Systems and Real Estate Group, Eindhoven University of Technology, PO Box 513, 5600 MB, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5060311599"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":2.4246,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.90855854,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":"1-4","first_page":"61","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T12392","display_name":"Sharing Economy and Platforms","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8525981903076172},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7560198307037354},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6729576587677002},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6284430027008057},{"id":"https://openalex.org/keywords/latent-class-model","display_name":"Latent class model","score":0.6210117936134338},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5592700839042664},{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.5566114187240601},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46900129318237305},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.46716296672821045},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.42904970049858093},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4277694821357727},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.331114262342453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2662534713745117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17778411507606506},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10562938451766968},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08328688144683838}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8525981903076172},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7560198307037354},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6729576587677002},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6284430027008057},{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.6210117936134338},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5592700839042664},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.5566114187240601},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46900129318237305},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.46716296672821045},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.42904970049858093},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4277694821357727},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.331114262342453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2662534713745117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17778411507606506},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10562938451766968},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08328688144683838},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/s40558-018-0105-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40558-018-0105-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40558-018-0105-z.pdf","source":{"id":"https://openalex.org/S184463352","display_name":"Information Technology & Tourism","issn_l":"1098-3058","issn":["1098-3058","1943-4294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology &amp; Tourism","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire/30042670-fd4d-4889-a633-0f6beeb51875","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/30042670-fd4d-4889-a633-0f6beeb51875","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Arentze, T, Kemperman, A & Aksenov, P 2018, 'Estimating a latent-class user model for travel recommender systems', Information Technology & Tourism, vol. 19, no. 1-4, pp. 61-82. https://doi.org/10.1007/s40558-018-0105-z","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:876780","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=876780","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,"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:1098-3058","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:RePEc:spr:infott:v:19:y:2018:i:1:d:10.1007_s40558-018-0105-z","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s40558-018-0105-z","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:library.tue.nl:876780","is_oa":false,"landing_page_url":"http://repository.tue.nl/876780","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,"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:1098-3058","raw_type":"Article / Letter to the editor"},{"id":"pmh:tue:oai:pure.tue.nl:publications/30042670-fd4d-4889-a633-0f6beeb51875","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/30042670-fd4d-4889-a633-0f6beeb51875","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Technology &amp; Tourism, 19(1-4), 61 - 82. Springer","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s40558-018-0105-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40558-018-0105-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40558-018-0105-z.pdf","source":{"id":"https://openalex.org/S184463352","display_name":"Information Technology & Tourism","issn_l":"1098-3058","issn":["1098-3058","1943-4294"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Technology &amp; Tourism","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2002553574","display_name":null,"funder_award_id":"611040","funder_id":"https://openalex.org/F4320338352","funder_display_name":"FP7 Ideas: European Research Council"}],"funders":[{"id":"https://openalex.org/F4320338352","display_name":"FP7 Ideas: European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2793626046.pdf","grobid_xml":"https://content.openalex.org/works/W2793626046.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W40231315","https://openalex.org/W987125319","https://openalex.org/W1202833455","https://openalex.org/W1583593889","https://openalex.org/W1593196131","https://openalex.org/W1594037671","https://openalex.org/W1973444471","https://openalex.org/W1975209906","https://openalex.org/W1977312174","https://openalex.org/W1998287055","https://openalex.org/W2010281752","https://openalex.org/W2017254898","https://openalex.org/W2025670841","https://openalex.org/W2033186379","https://openalex.org/W2033224051","https://openalex.org/W2041711461","https://openalex.org/W2052617913","https://openalex.org/W2089645386","https://openalex.org/W2090367157","https://openalex.org/W2095245177","https://openalex.org/W2095810090","https://openalex.org/W2105081149","https://openalex.org/W2111015938","https://openalex.org/W2118820469","https://openalex.org/W2126686169","https://openalex.org/W2144817442","https://openalex.org/W2147899962","https://openalex.org/W2153952578","https://openalex.org/W2158498894","https://openalex.org/W2159812963","https://openalex.org/W2171960770","https://openalex.org/W2260027818","https://openalex.org/W2281739246","https://openalex.org/W2296221708","https://openalex.org/W2326982039","https://openalex.org/W2344423865","https://openalex.org/W2480535768","https://openalex.org/W2486573584","https://openalex.org/W2543505985","https://openalex.org/W2589129384","https://openalex.org/W3122433681","https://openalex.org/W4232010509"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2883909875","https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2369936857","https://openalex.org/W2348159088","https://openalex.org/W2316860054","https://openalex.org/W2117346966","https://openalex.org/W2499363748","https://openalex.org/W2762679101"],"abstract_inverted_index":{"In":[0,44],"determining":[1],"the":[2,49,81,117,140,159,162,172],"selection":[3],"of":[4,22,24,36,51,69,98,105,135,155,174],"sites":[5],"to":[6,13,55,84,166],"visit":[7],"on":[8,75,107],"a":[9,52,57,76,94,108,123,175],"trip":[10,78],"tourists":[11,74,152],"have":[12],"trade-off":[14],"attraction":[15],"values":[16],"against":[17],"routing":[18],"and":[19,126,164],"time-use":[20],"characteristics":[21],"points":[23],"interest":[25],"(POIs).":[26],"For":[27],"recommending":[28],"optimal":[29,87],"personalized":[30,86],"travel":[31,61,184],"plans":[32],"an":[33],"accurate":[34],"assessment":[35],"how":[37,156],"users":[38],"make":[39,158],"these":[40],"trade-offs":[41,160],"is":[42,67,114,120],"important.":[43],"this":[45],"paper":[46],"we":[47],"report":[48],"results":[50,170],"study":[53],"conducted":[54],"estimate":[56],"user":[58,177],"model":[59,66,90,178],"for":[60,73,183],"recommender":[62,185],"systems.":[63,186],"The":[64,89,168],"proposed":[65],"part":[68],"c-Space\u2014a":[70],"tour-recommender":[71],"system":[72],"city":[77],"which":[79],"uses":[80],"LATUS":[82],"algorithm":[83],"find":[85],"tours.":[88],"takes":[91],"into":[92],"account":[93],"multi-attribute":[95],"utility":[96],"function":[97],"POIs":[99],"as":[100,102,122],"well":[101],"dynamic":[103],"needs":[104],"persons":[106],"trip.":[109],"A":[110,132,143],"stated":[111],"choice":[112,128],"experiment":[113],"designed":[115],"where":[116],"current":[118],"need":[119],"manipulated":[121],"context":[124],"variable":[125],"activity":[127],"alternatives":[129],"are":[130],"varied.":[131],"random":[133],"sample":[134],"316":[136],"individuals":[137],"participated":[138],"in":[139,153],"on-line":[141],"survey.":[142],"latent-class":[144],"analysis":[145],"shows":[146],"that":[147,179],"significant":[148],"differences":[149],"exist":[150],"between":[151,161],"terms":[154],"they":[157],"factors":[163],"respond":[165],"needs.":[167],"estimation":[169],"provide":[171],"parameters":[173],"multi-class":[176],"can":[180],"be":[181],"used":[182]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
