{"id":"https://openalex.org/W2887936376","doi":"https://doi.org/10.3233/jifs-18547","title":"A comprehensive mechanism for hotel recommendation to achieve personalized search engine","display_name":"A comprehensive mechanism for hotel recommendation to achieve personalized search engine","publication_year":2018,"publication_date":"2018-08-11","ids":{"openalex":"https://openalex.org/W2887936376","doi":"https://doi.org/10.3233/jifs-18547","mag":"2887936376"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-18547","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-18547","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5019557372","display_name":"Ying Huang","orcid":"https://orcid.org/0000-0002-3840-951X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Huang","raw_affiliation_strings":["School of Business, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Business, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412598","display_name":"Hongyu Zhang","orcid":"https://orcid.org/0000-0002-3063-9425"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong-Yu Zhang","raw_affiliation_strings":["School of Business, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Business, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100436355","display_name":"Jian\u2010qiang Wang","orcid":"https://orcid.org/0000-0001-7668-4881"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian-Qiang Wang","raw_affiliation_strings":["School of Business, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Business, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100412598"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":1.5707,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88073924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"35","issue":"3","first_page":"3733","last_page":"3745"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9959999918937683,"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":0.9959999918937683,"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":0.992900013923645,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9649999737739563,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision 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":0.783717155456543},{"id":"https://openalex.org/keywords/search-engine","display_name":"Search engine","score":0.7097471952438354},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6695502996444702},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6346713304519653},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.6083447933197021},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5362820625305176},{"id":"https://openalex.org/keywords/personalized-search","display_name":"Personalized search","score":0.4865245223045349},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4682769775390625},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4665168523788452},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4572562575340271},{"id":"https://openalex.org/keywords/topsis","display_name":"TOPSIS","score":0.42682433128356934},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.26981422305107117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2269902527332306},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2162572741508484},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08722540736198425}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.783717155456543},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.7097471952438354},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6695502996444702},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6346713304519653},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.6083447933197021},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5362820625305176},{"id":"https://openalex.org/C2776945383","wikidata":"https://www.wikidata.org/wiki/Q7170667","display_name":"Personalized search","level":3,"score":0.4865245223045349},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4682769775390625},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4665168523788452},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4572562575340271},{"id":"https://openalex.org/C51566761","wikidata":"https://www.wikidata.org/wiki/Q1235853","display_name":"TOPSIS","level":2,"score":0.42682433128356934},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26981422305107117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2269902527332306},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2162572741508484},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08722540736198425},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-18547","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-18547","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W58991120","https://openalex.org/W899053928","https://openalex.org/W1578428442","https://openalex.org/W1593893573","https://openalex.org/W1595461165","https://openalex.org/W1720938093","https://openalex.org/W1978062397","https://openalex.org/W1980564456","https://openalex.org/W1986440703","https://openalex.org/W2008961301","https://openalex.org/W2014845900","https://openalex.org/W2024142466","https://openalex.org/W2032611833","https://openalex.org/W2044643323","https://openalex.org/W2062837055","https://openalex.org/W2063149790","https://openalex.org/W2079767857","https://openalex.org/W2089118061","https://openalex.org/W2131752840","https://openalex.org/W2163319902","https://openalex.org/W2209265854","https://openalex.org/W2248874960","https://openalex.org/W2296531040","https://openalex.org/W2383250970","https://openalex.org/W2402101012","https://openalex.org/W2461935686","https://openalex.org/W2495027722","https://openalex.org/W2511071455","https://openalex.org/W2514764158","https://openalex.org/W2544123590","https://openalex.org/W2571596667","https://openalex.org/W2584531003","https://openalex.org/W2604311458","https://openalex.org/W2742657630","https://openalex.org/W2743235676","https://openalex.org/W2745130368","https://openalex.org/W2749348708","https://openalex.org/W2759788616","https://openalex.org/W2763452533","https://openalex.org/W2764015618","https://openalex.org/W2765389805","https://openalex.org/W2767418115","https://openalex.org/W2768505907","https://openalex.org/W2771639730","https://openalex.org/W2784431496","https://openalex.org/W4211124088","https://openalex.org/W6602379895","https://openalex.org/W7047315954"],"related_works":["https://openalex.org/W78560407","https://openalex.org/W2389128607","https://openalex.org/W3096801289","https://openalex.org/W2004195576","https://openalex.org/W118769025","https://openalex.org/W2066869521","https://openalex.org/W618940730","https://openalex.org/W4226429872","https://openalex.org/W2118819022","https://openalex.org/W2116655434"],"abstract_inverted_index":{"Search":[0],"engines":[1,17],"are":[2,18],"as":[3,5],"important":[4],"recommender":[6],"systems":[7],"for":[8,37,64,132],"hotel":[9,38,133],"selections.":[10],"However,":[11],"the":[12,61,77,81,86,112,126,129,141,150,157],"recommended":[13],"lists":[14],"of":[15,128,140,152],"search":[16,32,136,160],"usually":[19],"non-personalized":[20],"and":[21,57,90],"low":[22],"accuracy.":[23],"In":[24,42,97],"order":[25],"to":[26,79,85,110,124],"deal":[27],"with":[28],"these":[29],"issues":[30],"in":[31,135,159],"engines,":[33],"a":[34,104,116],"comprehensive":[35],"mechanism":[36],"recommendation":[39,134],"is":[40,67,119],"proposed.":[41],"this":[43,74,99],"mechanism,":[44],"we":[45],"consider":[46],"users\u2019":[47,52],"personalized":[48],"preferences":[49],"by":[50,69,93],"identifying":[51],"attributes":[53],"about":[54],"interest,":[55],"trust":[56],"consumption":[58],"capacity.":[59],"Meanwhile,":[60],"quantification":[62],"method":[63,78,131],"each":[65],"attribute":[66],"presented":[68],"using":[70,94],"fuzzy":[71,95],"theory.":[72,96],"Moreover,":[73],"paper":[75],"improves":[76,156],"evaluate":[80],"hotel,":[82],"which":[83],"respects":[84],"criteria":[87],"price,":[88],"rating,":[89],"online":[91],"review":[92],"addition,":[98],"proposed":[100,130],"approach":[101],"uses":[102],"TOPSIS,":[103],"classical":[105],"multi-criteria":[106],"decision":[107],"making":[108],"method,":[109],"improve":[111],"accuracy":[113,158],"further.":[114],"Finally,":[115],"case":[117,142],"study":[118,143],"conducted":[120],"based":[121],"on":[122],"Tripadvisor.com":[123],"illustrate":[125],"validity":[127],"engines.":[137],"The":[138],"results":[139],"indicate":[144],"that":[145],"it":[146],"not":[147],"only":[148],"solves":[149],"problem":[151],"non-personalization,":[153],"but":[154],"also":[155],"engine.":[161]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}