{"id":"https://openalex.org/W2761691231","doi":"https://doi.org/10.1145/3126858.3131600","title":"Semantic Organization of User's Reviews Applied in Recommender Systems","display_name":"Semantic Organization of User's Reviews Applied in Recommender Systems","publication_year":2017,"publication_date":"2017-10-13","ids":{"openalex":"https://openalex.org/W2761691231","doi":"https://doi.org/10.1145/3126858.3131600","mag":"2761691231"},"language":"en","primary_location":{"id":"doi:10.1145/3126858.3131600","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3126858.3131600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web","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/A5017502734","display_name":"Ronnie S. Marinho","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ronnie S. Marinho","raw_affiliation_strings":["Universidade de S\u00e3o Paulo, S\u00e3o Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071073532","display_name":"Rafael M. D\u2019Addio","orcid":"https://orcid.org/0000-0002-7005-1378"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Rafael M. D'Addio","raw_affiliation_strings":["Universidade de S\u00e3o Paulo, S\u00e3o Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091083068","display_name":"Marcelo Garcia Manzato","orcid":"https://orcid.org/0000-0003-3215-6918"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcelo G. Manzato","raw_affiliation_strings":["Universidade de S\u00e3o Paulo, S\u00e3o Carlos, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade de S\u00e3o Paulo, S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":2.5321,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.91888072,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"277","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/polysemy","display_name":"Polysemy","score":0.9173598289489746},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8980523347854614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8352146148681641},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.7384799718856812},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.7099162936210632},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6313044428825378},{"id":"https://openalex.org/keywords/word-sense-disambiguation","display_name":"Word-sense disambiguation","score":0.5752065777778625},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5153186321258545},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5011253356933594},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4734090268611908},{"id":"https://openalex.org/keywords/neglect","display_name":"Neglect","score":0.44181105494499207},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4260464012622833},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3785257339477539},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.128534197807312},{"id":"https://openalex.org/keywords/wordnet","display_name":"WordNet","score":0.10948094725608826},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07873415946960449}],"concepts":[{"id":"https://openalex.org/C2780276568","wikidata":"https://www.wikidata.org/wiki/Q191928","display_name":"Polysemy","level":2,"score":0.9173598289489746},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8980523347854614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8352146148681641},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.7384799718856812},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.7099162936210632},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6313044428825378},{"id":"https://openalex.org/C51646954","wikidata":"https://www.wikidata.org/wiki/Q48522","display_name":"Word-sense disambiguation","level":3,"score":0.5752065777778625},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5153186321258545},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5011253356933594},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4734090268611908},{"id":"https://openalex.org/C2776289891","wikidata":"https://www.wikidata.org/wiki/Q1931511","display_name":"Neglect","level":2,"score":0.44181105494499207},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4260464012622833},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3785257339477539},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.128534197807312},{"id":"https://openalex.org/C157659113","wikidata":"https://www.wikidata.org/wiki/Q533822","display_name":"WordNet","level":2,"score":0.10948094725608826},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07873415946960449},{"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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"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/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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3126858.3131600","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3126858.3131600","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd Brazillian Symposium on Multimedia and the Web","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W112437731","https://openalex.org/W149687307","https://openalex.org/W1532325895","https://openalex.org/W1971675255","https://openalex.org/W1979645947","https://openalex.org/W1991418309","https://openalex.org/W2021983071","https://openalex.org/W2037351199","https://openalex.org/W2047109571","https://openalex.org/W2063584715","https://openalex.org/W2120699290","https://openalex.org/W2127289991","https://openalex.org/W2158646639","https://openalex.org/W2337403844","https://openalex.org/W2520190972","https://openalex.org/W2532651260","https://openalex.org/W2552174092","https://openalex.org/W4213009331"],"related_works":["https://openalex.org/W4251329182","https://openalex.org/W1599110641","https://openalex.org/W1549403601","https://openalex.org/W2497510784","https://openalex.org/W4252183363","https://openalex.org/W2787177576","https://openalex.org/W2078352417","https://openalex.org/W2418053903","https://openalex.org/W2098758514","https://openalex.org/W1575740715"],"abstract_inverted_index":{"Recommender":[0],"systems":[1,45],"are":[2],"widely":[3],"used":[4],"to":[5,76,92],"minimize":[6],"the":[7,42],"information":[8,15],"overload":[9],"problem.":[10],"A":[11],"great":[12],"source":[13],"of":[14],"is":[16],"users'":[17,26,83],"reviews,":[18],"since":[19],"they":[20],"provide":[21],"both":[22],"item":[23,79],"descriptions":[24],"and":[25,39,73],"opinions.":[27],"Recent":[28],"works":[29],"that":[30,46,68,88],"process":[31],"reviews":[32],"often":[33],"neglect":[34],"problems":[35],"such":[36,90],"as":[37],"polysemy":[38],"sinonimy.":[40],"On":[41],"other":[43],"hand,":[44],"rely":[47],"on":[48,55,99],"word":[49,70],"sense":[50,71],"disambiguation":[51,72],"focus":[52],"their":[53],"efforts":[54],"items's":[56],"static":[57],"descriptions.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62],"propose":[63],"a":[64,96],"hybrid":[65],"recommender":[66],"system":[67],"uses":[69],"entity":[74],"linking":[75],"produce":[77],"concept-based":[78],"representations":[80,94],"extracted":[81],"from":[82],"reviews.":[84],"Our":[85],"findings":[86],"suggest":[87],"adding":[89],"semantics":[91],"items'":[93],"have":[95],"positive":[97],"impact":[98],"recommendations.":[100]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
