{"id":"https://openalex.org/W2090172960","doi":"https://doi.org/10.1007/s40595-014-0034-5","title":"Adaptive tourist recommendation system: conceptual frameworks and implementations","display_name":"Adaptive tourist recommendation system: conceptual frameworks and implementations","publication_year":2014,"publication_date":"2014-11-26","ids":{"openalex":"https://openalex.org/W2090172960","doi":"https://doi.org/10.1007/s40595-014-0034-5","mag":"2090172960"},"language":"en","primary_location":{"id":"doi:10.1007/s40595-014-0034-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-014-0034-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40595-014-0034-5.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s40595-014-0034-5.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006594250","display_name":"Leila Etaati","orcid":null},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Leila Etaati","raw_affiliation_strings":["Department of Information Systems and Operations Management, University of Auckland, Auckland, atNew Zealand","Department of Information Systems and Operations Management, University of Auckland, Auckland, atNew Zealand#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Operations Management, University of Auckland, Auckland, atNew Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Department of Information Systems and Operations Management, University of Auckland, Auckland, atNew Zealand#TAB#","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078179651","display_name":"David Sundaram","orcid":"https://orcid.org/0000-0003-1575-4174"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"David Sundaram","raw_affiliation_strings":["Department of Information Systems and Operations Management, University of Auckland, Auckland, atNew Zealand","Department of Information Systems and Operations Management, University of Auckland, Auckland, atNew Zealand#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Operations Management, University of Auckland, Auckland, atNew Zealand","institution_ids":["https://openalex.org/I154130895"]},{"raw_affiliation_string":"Department of Information Systems and Operations Management, University of Auckland, Auckland, atNew Zealand#TAB#","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5006594250"],"corresponding_institution_ids":["https://openalex.org/I154130895"],"apc_list":null,"apc_paid":null,"fwci":7.1001,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.96727134,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2","issue":"2","first_page":"95","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9972000122070312,"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/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.951200008392334,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7573699951171875},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.7458125948905945},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6907235383987427},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.639185905456543},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.6014026403427124},{"id":"https://openalex.org/keywords/destinations","display_name":"Destinations","score":0.5941962599754333},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5737194418907166},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.5503867268562317},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4943728446960449},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.46254488825798035},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.4222905933856964},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.42131489515304565},{"id":"https://openalex.org/keywords/accommodation","display_name":"Accommodation","score":0.417923241853714},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3342396318912506},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2236432135105133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1637355089187622},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.15438461303710938}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7573699951171875},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.7458125948905945},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6907235383987427},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.639185905456543},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.6014026403427124},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.5941962599754333},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5737194418907166},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.5503867268562317},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4943728446960449},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.46254488825798035},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.4222905933856964},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.42131489515304565},{"id":"https://openalex.org/C157660682","wikidata":"https://www.wikidata.org/wiki/Q419793","display_name":"Accommodation","level":2,"score":0.417923241853714},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3342396318912506},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2236432135105133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1637355089187622},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15438461303710938},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40595-014-0034-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-014-0034-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40595-014-0034-5.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s40595-014-0034-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40595-014-0034-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40595-014-0034-5.pdf","source":{"id":"https://openalex.org/S2486636169","display_name":"Vietnam Journal of Computer Science","issn_l":"2196-8888","issn":["2196-8888","2196-8896"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Vietnam Journal of Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2090172960.pdf","grobid_xml":"https://content.openalex.org/works/W2090172960.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W40231315","https://openalex.org/W40604379","https://openalex.org/W43788411","https://openalex.org/W94845440","https://openalex.org/W158950929","https://openalex.org/W204065368","https://openalex.org/W602031922","https://openalex.org/W644137720","https://openalex.org/W1509074814","https://openalex.org/W1526195893","https://openalex.org/W1528804247","https://openalex.org/W1538284222","https://openalex.org/W1539705164","https://openalex.org/W1552269566","https://openalex.org/W1565818272","https://openalex.org/W1690919088","https://openalex.org/W1856203234","https://openalex.org/W1916175758","https://openalex.org/W1948794721","https://openalex.org/W1999047234","https://openalex.org/W2001718223","https://openalex.org/W2021504710","https://openalex.org/W2040611239","https://openalex.org/W2043126886","https://openalex.org/W2053408622","https://openalex.org/W2058777262","https://openalex.org/W2063474059","https://openalex.org/W2064283760","https://openalex.org/W2091219361","https://openalex.org/W2095208025","https://openalex.org/W2108630796","https://openalex.org/W2119152150","https://openalex.org/W2129170426","https://openalex.org/W2130621895","https://openalex.org/W2135123366","https://openalex.org/W2136451344","https://openalex.org/W2145360759","https://openalex.org/W2226408672","https://openalex.org/W2293119626","https://openalex.org/W2540436648","https://openalex.org/W3151685851","https://openalex.org/W4236451124"],"related_works":["https://openalex.org/W61434238","https://openalex.org/W4248007958","https://openalex.org/W1973833648","https://openalex.org/W2498980263","https://openalex.org/W2016762717","https://openalex.org/W2965932060","https://openalex.org/W4384575630","https://openalex.org/W4316511168","https://openalex.org/W2296436437","https://openalex.org/W4386471499"],"abstract_inverted_index":{"Recommendation":[0],"systems":[1,4,20,73,81,134],"and":[2,43,47,62,89,122,130,159,163,181],"adaptive":[3,166,175],"have":[5],"been":[6],"introduced":[7],"in":[8,15],"travel":[9,90,109,131],"applications":[10],"to":[11,23,37,85,100],"support":[12,137],"the":[13,24,28,33,39,49,57,65,69,107,126,150],"travelers":[14,88],"their":[16],"decision-making":[17],"processes.":[18],"These":[19,133],"should":[21,53,74],"respond":[22],"unexpected":[25],"changes":[26],"during":[27],"travel.":[29,50],"As":[30],"a":[31,102],"result,":[32],"first":[34],"step":[35],"is":[36,171],"sense":[38],"traveler\u2019s":[40],"specifications,":[41],"needs,":[42],"preferences":[44,129],"before,":[45],"during,":[46],"after":[48],"Moreover,":[51],"they":[52,98],"gather":[54],"information":[55,92],"about":[56],"accommodations,":[58],"flights,":[59],"cities,":[60],"activities,":[61],"destinations":[63],"through":[64],"different":[66,94,108],"sources.":[67],"In":[68,96],"next":[70],"stage,":[71],"these":[72,157],"provide":[75,101],"personalized":[76],"information.":[77],"However,":[78],"current":[79],"tourist":[80,167,176],"are":[82],"not":[83,136,148],"able":[84],"collect":[86],"all":[87],"products":[91,110],"from":[93],"resources.":[95],"addition,":[97],"failed":[99],"sequence":[103],"of":[104,117],"recommendation":[105,151,168,177],"on":[106,125],"(i.e.,":[111],"main":[112],"destination,":[113],"desired":[114],"budget,":[115],"length":[116],"travel,":[118],"accommodation,":[119],"transportation,":[120],"activity,":[121],"restaurant)":[123],"based":[124],"traveler":[127,143],"order":[128],"stage.":[132],"do":[135],"any":[138],"customization.":[139],"For":[140],"instance,":[141],"expert":[142],"or":[144],"system":[145,169],"admin":[146],"could":[147],"change":[149],"algorithm":[152],"settings":[153],"anymore.":[154],"To":[155],"address":[156],"problems":[158],"issues,":[160],"we":[161],"propose":[162],"implement":[164],"an":[165,174],"that":[170],"supported":[172],"by":[173],"framework,":[178],"process,":[179],"architecture,":[180],"system.":[182]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
