{"id":"https://openalex.org/W1559686786","doi":"https://doi.org/10.1109/mmmc.2006.1651358","title":"A SVM-based Personal Recommendation System for TV Programs","display_name":"A SVM-based Personal Recommendation System for TV Programs","publication_year":2006,"publication_date":"2006-08-02","ids":{"openalex":"https://openalex.org/W1559686786","doi":"https://doi.org/10.1109/mmmc.2006.1651358","mag":"1559686786"},"language":"en","primary_location":{"id":"doi:10.1109/mmmc.2006.1651358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmmc.2006.1651358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 12th International Multi-Media Modelling Conference","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/A5101804966","display_name":"Jin Xu","orcid":"https://orcid.org/0000-0001-9372-5681"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Jin An Xu","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","Graduate School of Information Science & Technology, Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]},{"raw_affiliation_string":"Graduate School of Information Science & Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063147657","display_name":"Kenji Araki","orcid":"https://orcid.org/0000-0001-9668-1610"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"K. Araki","raw_affiliation_strings":["Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","Graduate School of Information Science & Technology, Hokkaido University, Sapporo, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]},{"raw_affiliation_string":"Graduate School of Information Science & Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101804966"],"corresponding_institution_ids":["https://openalex.org/I205349734"],"apc_list":null,"apc_paid":null,"fwci":2.5819,"has_fulltext":false,"cited_by_count":50,"citation_normalized_percentile":{"value":0.90925786,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"401","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9976999759674072,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/support-vector-machine","display_name":"Support vector machine","score":0.8503391742706299},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7991570234298706},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.6131399869918823},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.59745854139328},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5744351148605347},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5672100782394409},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5347033739089966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5020928382873535},{"id":"https://openalex.org/keywords/personal-computer","display_name":"Personal computer","score":0.500063419342041},{"id":"https://openalex.org/keywords/ranking-svm","display_name":"Ranking SVM","score":0.4393007457256317},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3870806097984314},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17520415782928467},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12084877490997314}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8503391742706299},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7991570234298706},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.6131399869918823},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.59745854139328},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5744351148605347},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5672100782394409},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5347033739089966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5020928382873535},{"id":"https://openalex.org/C2988821698","wikidata":"https://www.wikidata.org/wiki/Q16338","display_name":"Personal computer","level":2,"score":0.500063419342041},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.4393007457256317},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3870806097984314},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17520415782928467},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12084877490997314},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C155202549","wikidata":"https://www.wikidata.org/wiki/Q178803","display_name":"International trade","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mmmc.2006.1651358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmmc.2006.1651358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2006 12th International Multi-Media Modelling Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.485.2084","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.485.2084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arakilab.media.eng.hokudai.ac.jp/~araki/2006(e)/2005-A-14.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1879216133","https://openalex.org/W1978394996","https://openalex.org/W2047598242","https://openalex.org/W2097278922","https://openalex.org/W2118863168","https://openalex.org/W2149684865","https://openalex.org/W2156909104","https://openalex.org/W2161066835","https://openalex.org/W6639119516","https://openalex.org/W6674569079","https://openalex.org/W6682304300"],"related_works":["https://openalex.org/W2081982437","https://openalex.org/W4394857231","https://openalex.org/W2027050655","https://openalex.org/W3028244590","https://openalex.org/W4254349500","https://openalex.org/W2014369232","https://openalex.org/W3122042562","https://openalex.org/W2050078012","https://openalex.org/W2060761133","https://openalex.org/W2360307734"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,75],"SVM-based":[4],"prediction":[5,24],"approach":[6],"for":[7,12],"constructing":[8],"personal":[9,23,53],"recommendation":[10],"system":[11,73,87],"TV":[13],"programs.":[14],"We":[15,55],"have":[16],"applied":[17],"support":[18],"vector":[19],"machine":[20],"(SVM)":[21],"to":[22,36,51,82],"of":[25],"online":[26],"Internet":[27],"electronic":[28],"program":[29],"guide":[30],"(IEPG).":[31],"Our":[32],"basic":[33],"idea":[34],"is":[35],"combine":[37],"SVM":[38,72],"and":[39,85],"feedback":[40],"processing":[41],"into":[42],"our":[43],"system,":[44],"using":[45],"user-watched":[46],"histories":[47],"as":[48],"retraining":[49],"data,":[50],"realize":[52],"predictions.":[54],"evaluate":[56],"the":[57,68],"precision":[58],"by":[59],"experiments":[60],"with":[61],"open":[62],"data.":[63],"The":[64],"results":[65],"show":[66],"that":[67],"proposed":[69],"polynomial":[70],"kernel":[71],"offers":[74],"statistically":[76],"significant":[77],"increase":[78],"in":[79],"performance":[80],"compared":[81],"other":[83],"method,":[84],"this":[86],"demonstrates":[88],"good":[89],"dynamically":[90],"adaptive":[91],"capability.":[92]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
