{"id":"https://openalex.org/W4293212070","doi":"https://doi.org/10.1142/s0219622022500626","title":"A Hotel Ranking Model Through Online Reviews With Aspect-Based Sentiment Analysis","display_name":"A Hotel Ranking Model Through Online Reviews With Aspect-Based Sentiment Analysis","publication_year":2022,"publication_date":"2022-08-24","ids":{"openalex":"https://openalex.org/W4293212070","doi":"https://doi.org/10.1142/s0219622022500626"},"language":"en","primary_location":{"id":"doi:10.1142/s0219622022500626","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622022500626","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","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/A5049407333","display_name":"Tian-Hui You","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian-Hui You","raw_affiliation_strings":["Department of Information Management and Decision Sciences, School of Business Administration, Northeastern University, Shenyang 110169, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Management and Decision Sciences, School of Business Administration, Northeastern University, Shenyang 110169, P. R. China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016120723","display_name":"Ling-Ling Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ling-Ling Tao","raw_affiliation_strings":["Department of Information Management and Decision Sciences, School of Business Administration, Northeastern University, Shenyang 110169, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-2928-0902","affiliations":[{"raw_affiliation_string":"Department of Information Management and Decision Sciences, School of Business Administration, Northeastern University, Shenyang 110169, P. R. China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100752356","display_name":"Erik Cambria","orcid":"https://orcid.org/0000-0002-3030-1280"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Erik Cambria","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016120723"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":1.1876,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.84143673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"22","issue":"01","first_page":"89","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10609","display_name":"Digital Marketing and Social Media","score":0.9995999932289124,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9768000245094299,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10055","display_name":"Diverse Aspects of Tourism Research","score":0.9588000178337097,"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/ranking","display_name":"Ranking (information retrieval)","score":0.8224073648452759},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7578964233398438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7008782029151917},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.6718482971191406},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.6451629400253296},{"id":"https://openalex.org/keywords/tourism","display_name":"Tourism","score":0.6284799575805664},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4407283067703247},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3227214813232422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3021281957626343},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.17194685339927673},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10941025614738464},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07863083481788635}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.8224073648452759},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7578964233398438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7008782029151917},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.6718482971191406},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.6451629400253296},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.6284799575805664},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4407283067703247},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3227214813232422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3021281957626343},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.17194685339927673},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10941025614738464},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07863083481788635},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1142/s0219622022500626","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219622022500626","pdf_url":null,"source":{"id":"https://openalex.org/S207089700","display_name":"International Journal of Information Technology & Decision Making","issn_l":"0219-6220","issn":["0219-6220","1793-6845"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Technology & Decision Making","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:ijitdm:v:22:y:2023:i:01:n:s0219622022500626","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219622022500626","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:dr.ntu.edu.sg:10356/172271","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/172271","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3847375458","display_name":null,"funder_award_id":"201906080073","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G8713882411","display_name":null,"funder_award_id":"71771043","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1160959426","https://openalex.org/W1482631479","https://openalex.org/W1488935151","https://openalex.org/W1588449224","https://openalex.org/W1753246547","https://openalex.org/W1969240017","https://openalex.org/W1974051946","https://openalex.org/W1975158701","https://openalex.org/W1987313171","https://openalex.org/W1993879187","https://openalex.org/W2007484467","https://openalex.org/W2012327977","https://openalex.org/W2029186508","https://openalex.org/W2034120077","https://openalex.org/W2060295358","https://openalex.org/W2098032458","https://openalex.org/W2137837724","https://openalex.org/W2145264991","https://openalex.org/W2156598121","https://openalex.org/W2166048859","https://openalex.org/W2263509266","https://openalex.org/W2539161094","https://openalex.org/W2550799801","https://openalex.org/W2559286704","https://openalex.org/W2562607067","https://openalex.org/W2585707601","https://openalex.org/W2640088286","https://openalex.org/W2729730481","https://openalex.org/W2744493907","https://openalex.org/W2751040599","https://openalex.org/W2759862312","https://openalex.org/W2765389805","https://openalex.org/W2768505907","https://openalex.org/W2784431496","https://openalex.org/W2796509549","https://openalex.org/W2810403206","https://openalex.org/W2912943867","https://openalex.org/W2914278227","https://openalex.org/W2927128228","https://openalex.org/W2939352329","https://openalex.org/W2958525499","https://openalex.org/W2963788533","https://openalex.org/W2969124341","https://openalex.org/W3007179303","https://openalex.org/W3012984440","https://openalex.org/W3014944758","https://openalex.org/W3015143680","https://openalex.org/W3096808766","https://openalex.org/W3109575922","https://openalex.org/W3123399111","https://openalex.org/W3124686198","https://openalex.org/W3130800781","https://openalex.org/W3161777192","https://openalex.org/W4200504879","https://openalex.org/W4246592094","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W2941935829","https://openalex.org/W3089396779","https://openalex.org/W2596247554","https://openalex.org/W4301373556","https://openalex.org/W3013279174","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W2931602588","https://openalex.org/W1494981348"],"abstract_inverted_index":{"The":[0],"number":[1,66,79],"of":[2,56,67,80],"online":[3,22,57],"textual":[4,23,58],"reviews":[5,24,59,68,81],"on":[6,16,32,52,69,82,117,139],"each":[7],"hotel":[8,34,45,49,140],"aspect":[9,98],"can":[10,95],"reflect":[11],"the":[12,53,62,65,75,78,85,91,119,132,136],"tourist":[13],"preference":[14],"difference":[15],"distinct":[17],"aspects.":[18,71],"Therefore,":[19],"not":[20],"only":[21],"but":[25],"their":[26],"numbers":[27],"have":[28],"a":[29,44,114],"significant":[30],"impact":[31],"tourists\u2019":[33],"selection":[35,50],"decisions.":[36],"Motivated":[37],"by":[38,60],"this":[39,41],"observation,":[40],"study":[42,116],"proposes":[43],"ranking":[46],"model":[47,74,126],"for":[48,109],"based":[51],"sentiment":[54,102,110],"analysis":[55],"considering":[61],"differences":[63,76],"in":[64,77,134],"different":[70],"We":[72,112],"explicitly":[73],"aspects":[83],"through":[84],"confidence":[86],"interval":[87],"estimation.":[88],"In":[89],"addition,":[90],"AS-Capsules":[92],"model,":[93],"which":[94],"jointly":[96],"perform":[97],"detection":[99],"and":[100],"aspect-level":[101],"classification":[103],"with":[104],"high":[105],"accuracy,":[106],"is":[107,127],"employed":[108],"analysis.":[111],"conducted":[113],"case":[115],"TripAdvisor.com,":[118],"experimental":[120],"results":[121],"show":[122],"that":[123],"our":[124],"proposed":[125],"able":[128],"to":[129],"effectively":[130],"assist":[131],"tourists":[133],"making":[135],"desirable":[137],"decision":[138],"selection.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}