{"id":"https://openalex.org/W1911423763","doi":"https://doi.org/10.1109/iconac.2015.7313958","title":"A decision tree based recommendation system for tourists","display_name":"A decision tree based recommendation system for tourists","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W1911423763","doi":"https://doi.org/10.1109/iconac.2015.7313958","mag":"1911423763"},"language":"en","primary_location":{"id":"doi:10.1109/iconac.2015.7313958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iconac.2015.7313958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 21st International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044885594","display_name":"Pree Thiengburanathum","orcid":"https://orcid.org/0000-0001-6983-8336"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pree Thiengburanathum","raw_affiliation_strings":["Faculty of Science and Technology, Bournemouth University, UK","Faculty of Science and Technology, Bournemouth University, UK. Faculty of Management, Bournemouth University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]},{"raw_affiliation_string":"Faculty of Science and Technology, Bournemouth University, UK. Faculty of Management, Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084481538","display_name":"Shuang Cang","orcid":null},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shuang Cang","raw_affiliation_strings":["Faculty of Science and Technology, Bournemouth University, UK","Faculty of Science and Technology, Bournemouth University, UK. Faculty of Management, Bournemouth University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]},{"raw_affiliation_string":"Faculty of Science and Technology, Bournemouth University, UK. Faculty of Management, Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037783994","display_name":"Hongnian Yu","orcid":"https://orcid.org/0000-0003-2894-2086"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hongnian Yu","raw_affiliation_strings":["Faculty of Science and Technology, Bournemouth University, UK","Faculty of Science and Technology, Bournemouth University, UK. Faculty of Management, Bournemouth University, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]},{"raw_affiliation_string":"Faculty of Science and Technology, Bournemouth University, UK. Faculty of Management, Bournemouth University, UK","institution_ids":["https://openalex.org/I9300472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9300472"],"apc_list":null,"apc_paid":null,"fwci":1.1584,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.76940977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9973999857902527,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9567999839782715,"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":0.8059418797492981},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.6903401613235474},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6446309089660645},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6333745718002319},{"id":"https://openalex.org/keywords/destinations","display_name":"Destinations","score":0.5849307179450989},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5789080858230591},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5426415205001831},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4811795651912689},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4610177278518677},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.440054714679718},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.43942853808403015},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4382934868335724},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3416237235069275},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3312118351459503},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.1993851661682129},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08484947681427002}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8059418797492981},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.6903401613235474},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6446309089660645},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6333745718002319},{"id":"https://openalex.org/C2776687071","wikidata":"https://www.wikidata.org/wiki/Q5265193","display_name":"Destinations","level":3,"score":0.5849307179450989},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5789080858230591},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5426415205001831},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4811795651912689},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4610177278518677},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.440054714679718},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.43942853808403015},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4382934868335724},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3416237235069275},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3312118351459503},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.1993851661682129},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08484947681427002},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iconac.2015.7313958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iconac.2015.7313958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 21st International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"},{"id":"pmh:oai:nrl.northumbria.ac.uk:37078","is_oa":false,"landing_page_url":"http://nrl.northumbria.ac.uk/37078/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W281665770","https://openalex.org/W1412447802","https://openalex.org/W1486317198","https://openalex.org/W1570159982","https://openalex.org/W1570448133","https://openalex.org/W1587541157","https://openalex.org/W1597703625","https://openalex.org/W1691619397","https://openalex.org/W1987682058","https://openalex.org/W1990222692","https://openalex.org/W2017375341","https://openalex.org/W2058777262","https://openalex.org/W2094176808","https://openalex.org/W2108416456","https://openalex.org/W2125055259","https://openalex.org/W2125178435","https://openalex.org/W2128190144","https://openalex.org/W2149706766","https://openalex.org/W2153889650","https://openalex.org/W2154053567","https://openalex.org/W2156483112","https://openalex.org/W2341865734","https://openalex.org/W3121208937","https://openalex.org/W4236137412","https://openalex.org/W4253315077","https://openalex.org/W6635130701"],"related_works":["https://openalex.org/W4389670110","https://openalex.org/W2187546663","https://openalex.org/W2429057255","https://openalex.org/W148745890","https://openalex.org/W2611942503","https://openalex.org/W2899790217","https://openalex.org/W1576092969","https://openalex.org/W4315621326","https://openalex.org/W2598865957","https://openalex.org/W787402332"],"abstract_inverted_index":{"Choosing":[0],"a":[1,73,91,112,124],"tourist":[2,158],"destination":[3],"from":[4],"the":[5,11,20,48,56,77,135,150,162],"information":[6,85],"that":[7,95,149,160],"is":[8,17,121],"available":[9],"on":[10,157],"Internet":[12],"and":[13,31,55,62,80,108,137],"through":[14],"other":[15],"sources":[16],"one":[18],"of":[19,47,76,132],"most":[21],"complex":[22],"tasks":[23],"for":[24,83],"tourists":[25,99],"when":[26],"planning":[27],"travel,":[28],"both":[29,106],"before":[30],"during":[32],"travel.":[33],"Previous":[34],"Travel":[35],"Recommendation":[36],"Systems":[37],"(TRSs)":[38],"have":[39,64],"attempted":[40],"to":[41,98,129,134],"solve":[42],"this":[43,69],"problem.":[44],"However,":[45],"some":[46],"technical":[49,107],"aspects":[50,58,110],"such":[51,59],"as":[52,60],"system":[53,120,136],"accuracy":[54],"practical":[57,109],"usability":[61],"satisfaction":[63],"been":[65],"neglected.":[66],"To":[67],"address":[68],"issue,":[70],"it":[71],"requires":[72],"full":[74],"understanding":[75],"tourists'":[78],"decision-making":[79],"novel":[81,92],"models":[82],"their":[84],"search":[86],"process.":[87],"This":[88],"paper":[89],"proposes":[90],"human-centric":[93],"TRS":[94,152],"recommends":[96],"destinations":[97,159],"in":[100],"an":[101],"unfamiliar":[102],"city.":[103],"It":[104],"considers":[105],"using":[111,123],"real":[113],"world":[114],"data":[115],"set":[116],"we":[117],"collected.":[118],"The":[119,145],"developed":[122],"two-steps":[125],"feature":[126],"selection":[127],"method":[128],"reduce":[130],"number":[131],"inputs":[133],"recommendations":[138],"are":[139],"provided":[140],"by":[141],"decision":[142],"tree":[143],"C4.5.":[144],"experimental":[146],"results":[147],"show":[148],"proposed":[151],"can":[153],"provide":[154],"personalized":[155],"recommendation":[156],"satisfy":[161],"tourists.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}