{"id":"https://openalex.org/W2990987273","doi":"https://doi.org/10.2991/ijcis.d.191115.001","title":"Exploring Fuzzy Rating Regularities for Managing Natural Noise in Collaborative Recommendation","display_name":"Exploring Fuzzy Rating Regularities for Managing Natural Noise in Collaborative Recommendation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2990987273","doi":"https://doi.org/10.2991/ijcis.d.191115.001","mag":"2990987273"},"language":"en","primary_location":{"id":"doi:10.2991/ijcis.d.191115.001","doi":"https://doi.org/10.2991/ijcis.d.191115.001","is_oa":true,"landing_page_url":"https://doi.org/10.2991/ijcis.d.191115.001","pdf_url":"https://www.atlantis-press.com/article/125923236.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.atlantis-press.com/article/125923236.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008504376","display_name":"Raciel Yera","orcid":"https://orcid.org/0000-0001-9759-261X","observed_orcids":["https://orcid.org/0000-0001-9759-261X"]},"institutions":[{"id":"https://openalex.org/I14414995","display_name":"Universidad de Ciego de \u00c1vila","ror":"https://ror.org/00zhs8v21","country_code":"CU","type":"education","lineage":["https://openalex.org/I14414995"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Raciel Yera","raw_affiliation_strings":["University of Ciego de \u00c1vila , Carretera a Mor\u00f3n Km. 9 1/2 , Ciego de \u00c1vila , Cuba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ciego de \u00c1vila , Carretera a Mor\u00f3n Km. 9 1/2 , Ciego de \u00c1vila , Cuba","institution_ids":["https://openalex.org/I14414995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103262217","display_name":"Manuel J. Barranco","orcid":"https://orcid.org/0000-0002-2474-1909","observed_orcids":["https://orcid.org/0000-0002-2474-1909"]},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Manuel J. Barranco","raw_affiliation_strings":["Computer Science Department , University of Ja\u00e9n , Campus Las Lagunillas , 23071 , Ja\u00e9n , Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department , University of Ja\u00e9n , Campus Las Lagunillas , 23071 , Ja\u00e9n , Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100701628","display_name":"Ahmad A. Alzahrani","orcid":"https://orcid.org/0000-0002-8081-6530","observed_orcids":["https://orcid.org/0000-0002-8081-6530"]},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmad A. Alzahrani","raw_affiliation_strings":["Faculty of Computing and Information Technology , King Abdulaziz University , Jeddah , 21589 , Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing and Information Technology , King Abdulaziz University , Jeddah , 21589 , Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009797333","display_name":"Luis M. Mart\u00ednez","orcid":"https://orcid.org/0000-0003-4245-8813","observed_orcids":["https://orcid.org/0000-0003-4245-8813","https://orcid.org/0009-0003-3934-9621"]},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Mart\u00ednez","raw_affiliation_strings":["Computer Science Department , University of Ja\u00e9n , Campus Las Lagunillas , 23071 , Ja\u00e9n , Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department , University of Ja\u00e9n , Campus Las Lagunillas , 23071 , Ja\u00e9n , Spain","institution_ids":["https://openalex.org/I191420491"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103262217"],"corresponding_institution_ids":["https://openalex.org/I191420491"],"apc_list":{"value":2490,"currency":"USD","value_usd":2490},"apc_paid":{"value":2490,"currency":"USD","value_usd":2490},"fwci":1.3294,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.86119811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"12","issue":"2","first_page":"1382","last_page":"1382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T14435","display_name":"Information Retrieval and Data Mining","score":0.0,"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/natural-noise","display_name":"natural noise","score":0.7940000295639038},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"collaborative filtering","score":0.8949999809265137},{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.7519999742507935},{"id":"https://openalex.org/keywords/fuzzy-methods","display_name":"fuzzy methods","score":0.8299999833106995},{"id":"https://openalex.org/keywords/rating-inconsistency","display_name":"rating inconsistency","score":0.8579999804496765},{"id":"https://openalex.org/keywords/uncertainty-handling","display_name":"uncertainty management","score":0.3880000114440918},{"id":"https://openalex.org/keywords/e-commerce-recommender-systems","display_name":"e-commerce recommendation","score":0.6779999732971191}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6148977279663086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5965694785118103},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5514635443687439},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.522429883480072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3900553286075592},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3304515779018402},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06905239820480347},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2991/ijcis.d.191115.001","doi":"https://doi.org/10.2991/ijcis.d.191115.001","is_oa":true,"landing_page_url":"https://doi.org/10.2991/ijcis.d.191115.001","pdf_url":"https://www.atlantis-press.com/article/125923236.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6858712ad94d46b7bf1103feccab88f2","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/6858712ad94d46b7bf1103feccab88f2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 12, Iss 2 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2991/ijcis.d.191115.001","doi":"https://doi.org/10.2991/ijcis.d.191115.001","is_oa":true,"landing_page_url":"https://doi.org/10.2991/ijcis.d.191115.001","pdf_url":"https://www.atlantis-press.com/article/125923236.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2990987273.pdf","grobid_xml":"https://content.openalex.org/works/W2990987273.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3160107795","https://openalex.org/W2803816680","https://openalex.org/W2005976076","https://openalex.org/W4412985776","https://openalex.org/W4367317784","https://openalex.org/W2180246528","https://openalex.org/W1996336859","https://openalex.org/W2957549759","https://openalex.org/W2828158755","https://openalex.org/W3127402960"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"have":[2,34],"played":[3],"a":[4,30],"relevant":[5],"role":[6],"in":[7,25,51,70,130],"e-commerce":[8],"for":[9,65,83,96,117],"supporting":[10],"online":[11],"users":[12],"to":[13,89,109,132],"obtain":[14],"suggestions":[15],"about":[16],"products":[17],"that":[18],"best":[19],"fit":[20],"their":[21],"preferences":[22],"and":[23,101],"needs":[24],"overloaded":[26],"search":[27],"spaces.In":[28],"such":[29,90,92,111],"context,":[31],"several":[32],"authors":[33],"proposed":[35],"methods":[36],"focused":[37],"on":[38],"removing":[39],"the":[40,54,60,67,78,86,119,122],"users'":[41],"inconsistencies":[42],"when":[43,106],"they":[44,107],"rate":[45],"items,":[46],"so-called":[47],"natural":[48,68,134],"noise,":[49],"improving":[50],"this":[52],"way":[53],"recommendation":[55],"performance.The":[56],"current":[57],"paper":[58],"explores":[59],"use":[61,79],"of":[62,80,121],"rating":[63,99],"regularities":[64,93],"managing":[66],"noise":[69,135],"collaborative":[71],"filtering":[72],"recommendation,":[73],"having":[74],"as":[75,124,126],"key":[76],"feature":[77],"fuzzy":[81],"techniques":[82],"coping":[84],"with":[85],"uncertainty":[87],"associated":[88],"scenarios.Specifically,":[91],"are":[94],"used":[95],"representing":[97],"common":[98],"patterns":[100],"thus":[102],"detect":[103],"noisy":[104],"ratings":[105],"tend":[108],"contradict":[110],"patterns.An":[112],"experimental":[113],"study":[114],"is":[115],"developed":[116],"showing":[118],"performance":[120],"proposal,":[123],"well":[125],"analyzing":[127],"its":[128],"behavior":[129],"contrast":[131],"previous":[133],"management":[136],"procedures.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4}],"updated_date":"2026-09-24T07:57:37.273135","created_date":"2019-12-05T00:00:00"}
