{"id":"https://openalex.org/W2955036214","doi":"https://doi.org/10.1145/3443279.3443280","title":"Ranking Hotel Reviews Based on User's Aspects Importance and Opinions","display_name":"Ranking Hotel Reviews Based on User's Aspects Importance and Opinions","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W2955036214","doi":"https://doi.org/10.1145/3443279.3443280","mag":"2955036214"},"language":"en","primary_location":{"id":"doi:10.1145/3443279.3443280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3443279.3443280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval","raw_type":"proceedings-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/A5007953345","display_name":"Diego Bonesso","orcid":null},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Diego Bonesso","raw_affiliation_strings":["Informatics Institute Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics Institute Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074093456","display_name":"Karin Becker","orcid":"https://orcid.org/0000-0003-4967-1027"},"institutions":[{"id":"https://openalex.org/I130442723","display_name":"Universidade Federal do Rio Grande do Sul","ror":"https://ror.org/041yk2d64","country_code":"BR","type":"education","lineage":["https://openalex.org/I130442723"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Karin Becker","raw_affiliation_strings":["Informatics Institute Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil"],"affiliations":[{"raw_affiliation_string":"Informatics Institute Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil","institution_ids":["https://openalex.org/I130442723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079066445","display_name":"Fran\u00e7ois Portet","orcid":"https://orcid.org/0000-0003-2542-0661"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Portet","raw_affiliation_strings":["Univ. Grenoble Alpes CNRS, LIG, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes CNRS, LIG, Grenoble, France","institution_ids":["https://openalex.org/I4210104430","https://openalex.org/I1294671590","https://openalex.org/I899635006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054581569","display_name":"Cyril Labb\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cyril Labb\u00e9","raw_affiliation_strings":["Univ. Grenoble Alpes CNRS, LIG, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes CNRS, LIG, Grenoble, France","institution_ids":["https://openalex.org/I4210104430","https://openalex.org/I1294671590","https://openalex.org/I899635006"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007953345"],"corresponding_institution_ids":["https://openalex.org/I130442723"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00612217,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"157","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9991000294685364,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9988999962806702,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9921000003814697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.747043251991272},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7125079035758972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6940408945083618},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6801701188087463},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6099006533622742},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6014394760131836},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.5936868190765381},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5509589314460754},{"id":"https://openalex.org/keywords/mean-reciprocal-rank","display_name":"Mean reciprocal rank","score":0.5353577136993408},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5131581425666809},{"id":"https://openalex.org/keywords/reciprocal","display_name":"Reciprocal","score":0.47365936636924744},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4571343660354614},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40609443187713623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1643849015235901},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13731074333190918},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10468170046806335},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07870125770568848}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.747043251991272},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7125079035758972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6940408945083618},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6801701188087463},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6099006533622742},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6014394760131836},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.5936868190765381},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5509589314460754},{"id":"https://openalex.org/C44083865","wikidata":"https://www.wikidata.org/wiki/Q3853443","display_name":"Mean reciprocal rank","level":2,"score":0.5353577136993408},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5131581425666809},{"id":"https://openalex.org/C2777742833","wikidata":"https://www.wikidata.org/wiki/Q1964083","display_name":"Reciprocal","level":2,"score":0.47365936636924744},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4571343660354614},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40609443187713623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1643849015235901},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13731074333190918},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10468170046806335},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07870125770568848},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3443279.3443280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3443279.3443280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th International Conference on Natural Language Processing and Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02165529v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02165529","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"3rd International Conference on Natural Language Processing and Information Retrieval (NLPIR 2019), Jun 2019, Tukushima, Japan","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W21350779","https://openalex.org/W1495880508","https://openalex.org/W1527719020","https://openalex.org/W1967497337","https://openalex.org/W2048927890","https://openalex.org/W2057988282","https://openalex.org/W2068175291","https://openalex.org/W2104456647","https://openalex.org/W2112430581","https://openalex.org/W2112852886","https://openalex.org/W2125072293","https://openalex.org/W2154352106","https://openalex.org/W2159457224","https://openalex.org/W2160409620","https://openalex.org/W2178812616","https://openalex.org/W2191181756","https://openalex.org/W2251777082","https://openalex.org/W2297423322","https://openalex.org/W2337835951","https://openalex.org/W2533695076","https://openalex.org/W2592592449","https://openalex.org/W2613712744","https://openalex.org/W2743460947","https://openalex.org/W2767428878","https://openalex.org/W2799915114","https://openalex.org/W2805838069","https://openalex.org/W2892661701","https://openalex.org/W2894831089","https://openalex.org/W4232713864"],"related_works":["https://openalex.org/W2294459391","https://openalex.org/W4248570251","https://openalex.org/W3199233695","https://openalex.org/W2292998346","https://openalex.org/W2294661159","https://openalex.org/W2237756989","https://openalex.org/W54129904","https://openalex.org/W2295417928","https://openalex.org/W2027289847","https://openalex.org/W2041335144"],"abstract_inverted_index":{"Online":[0],"product":[1],"reviews":[2,23,40,82,102],"have":[3,49,61],"become":[4],"fundamental":[5],"to":[6,69,80,106,115,118,154],"users'":[7],"purchasing":[8],"decisions.":[9],"Many":[10],"websites":[11],"provide":[12],"rating-based":[13],"ranking":[14],"of":[15,21,39,41,83,86,110,112,134,142,151],"entities,":[16],"but":[17],"analyzing":[18],"the":[19,37,42,50,70,92,108,119,126,143,149],"set":[20,38],"textual":[22],"is":[24,137],"still":[25],"time-consuming.":[26],"Indeed,":[27],"each":[28,113],"user":[29],"(reader)":[30],"must":[31],"build":[32],"his/her":[33],"own":[34],"judgment":[35],"from":[36,100],"other":[43],"users":[44],"(writers),":[45],"who":[46],"might":[47],"not":[48],"same":[51],"expectations":[52],"and":[53,103,158],"needs.":[54],"To":[55],"speed":[56],"up":[57],"this":[58,74],"process,":[59],"work":[60],"proposed":[62],"more":[63],"personalized":[64],"rankings,":[65],"which":[66,136],"are":[67],"restricted":[68],"writer's":[71],"perspective.":[72],"In":[73],"work,":[75],"we":[76],"present":[77],"an":[78,84],"approach":[79],"rank":[81,116],"entity":[85],"interest,":[87],"a":[88,98,129,160],"hotel,":[89],"based":[90],"on":[91],"reader's":[93],"profile.":[94],"The":[95,122],"method":[96],"extracts":[97],"profile":[99],"free-text":[101],"uses":[104],"it":[105],"assess":[107],"degree":[109],"relevance":[111],"review":[114],"according":[117],"user's":[120],"interests.":[121],"results":[123],"obtained":[124],"in":[125],"experiment":[127],"exhibit":[128],"Mean":[130],"Reciprocal":[131],"Rank":[132],"(MRR)":[133],"0.72%,":[135],"higher":[138],"than":[139],"comparable":[140],"approaches":[141],"literature.":[144],"This":[145],"paper":[146],"also":[147],"emphasizes":[148],"lack":[150],"available":[152],"material":[153],"undertake":[155],"such":[156],"research,":[157],"sketches":[159],"methodology":[161],"for":[162],"evaluation.":[163]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}