{"id":"https://openalex.org/W2045678208","doi":"https://doi.org/10.1145/1297231.1297244","title":"Incorporating user control into recommender systems based on naive bayesian classification","display_name":"Incorporating user control into recommender systems based on naive bayesian classification","publication_year":2007,"publication_date":"2007-10-19","ids":{"openalex":"https://openalex.org/W2045678208","doi":"https://doi.org/10.1145/1297231.1297244","mag":"2045678208"},"language":"en","primary_location":{"id":"doi:10.1145/1297231.1297244","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1297231.1297244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2007 ACM conference on Recommender systems","raw_type":"proceedings-article"},"type":"conference-paper","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/A5109152592","display_name":"Verus Pronk","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Verus Pronk","raw_affiliation_strings":["Philips Research Europe, Eindhoven, Netherlands","Philips Research Europe, Eindhoven, Netherlands;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Research Europe, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I4210122849"]},{"raw_affiliation_string":"Philips Research Europe, Eindhoven, Netherlands;","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056587548","display_name":"Wim Verhaegh","orcid":"https://orcid.org/0000-0002-8088-9924"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Wim Verhaegh","raw_affiliation_strings":["Philips Research Europe, Eindhoven, Netherlands","Philips Research Europe, Eindhoven, Netherlands;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Research Europe, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I4210122849"]},{"raw_affiliation_string":"Philips Research Europe, Eindhoven, Netherlands;","institution_ids":["https://openalex.org/I4210122849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091109339","display_name":"Adolf Proidl","orcid":null},"institutions":[{"id":"https://openalex.org/I1329325741","display_name":"Philips (Finland)","ror":"https://ror.org/01g4jev56","country_code":"FI","type":"company","lineage":["https://openalex.org/I1329325741","https://openalex.org/I4210122849"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Adolf Proidl","raw_affiliation_strings":["Philips Research Europe, Vienna, Austria","Philips Research Europe, Vienna, Austria#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Research Europe, Vienna, Austria","institution_ids":[]},{"raw_affiliation_string":"Philips Research Europe, Vienna, Austria#TAB#","institution_ids":["https://openalex.org/I1329325741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073053560","display_name":"Marco Tiemann","orcid":"https://orcid.org/0000-0003-0782-0274"},"institutions":[{"id":"https://openalex.org/I4210122849","display_name":"Philips (Netherlands)","ror":"https://ror.org/02p2bgp27","country_code":"NL","type":"company","lineage":["https://openalex.org/I4210122849"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marco Tiemann","raw_affiliation_strings":["Philips Research Europe, Eindhoven, Netherlands","Philips Research Europe, Eindhoven, Netherlands;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Philips Research Europe, Eindhoven, Netherlands","institution_ids":["https://openalex.org/I4210122849"]},{"raw_affiliation_string":"Philips Research Europe, Eindhoven, Netherlands;","institution_ids":["https://openalex.org/I4210122849"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6677,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.66927463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"73","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9958000183105469,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9958000183105469,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9955000281333923,"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/T11106","display_name":"Data Management and Algorithms","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/recommender-system","display_name":"Recommender system","score":0.8216805458068848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7995865941047668},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5387656688690186},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4761662185192108},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.44078871607780457},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.41640469431877136},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.36704492568969727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36519598960876465},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3545234203338623},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.34060364961624146},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.11047261953353882}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8216805458068848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7995865941047668},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5387656688690186},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4761662185192108},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.44078871607780457},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.41640469431877136},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.36704492568969727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36519598960876465},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3545234203338623},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34060364961624146},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.11047261953353882}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1297231.1297244","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1297231.1297244","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2007 ACM conference on Recommender systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7400000095367432,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W44148572","https://openalex.org/W167016754","https://openalex.org/W203696055","https://openalex.org/W1548531598","https://openalex.org/W2003048487","https://openalex.org/W2004131797","https://openalex.org/W2241941708","https://openalex.org/W6738852829"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W1989494794","https://openalex.org/W2122031327","https://openalex.org/W1184238669","https://openalex.org/W3032901101"],"abstract_inverted_index":{"Recommender":[0],"systems":[1],"are":[2],"increasingly":[3],"being":[4],"employed":[5],"to":[6,49],"personalize":[7],"services,":[8],"such":[9,19],"as":[10,20],"on":[11,31],"the":[12,35,51],"web,":[13],"but":[14],"also":[15],"in":[16],"electronics":[17],"devices,":[18],"personal":[21],"video":[22],"recorders.":[23],"These":[24],"recommenders":[25],"learn":[26],"a":[27],"user":[28,36],"profile,":[29],"based":[30],"rating":[32],"feedback":[33],"from":[34],"on,":[37],"e.g.,":[38],"books,":[39],"songs,":[40],"or":[41],"TV":[42],"programs,":[43],"and":[44],"use":[45],"machine":[46],"learning":[47],"techniques":[48],"infer":[50],"ratings":[52],"of":[53],"new":[54],"items.":[55]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}