Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 이민수 | * |
dc.date.accessioned | 2016-08-28T11:08:05Z | - |
dc.date.available | 2016-08-28T11:08:05Z | - |
dc.date.issued | 2009 | * |
dc.identifier.issn | 0098-3063 | * |
dc.identifier.other | OAK-13303 | * |
dc.identifier.uri | https://dspace.ewha.ac.kr/handle/2015.oak/229319 | - |
dc.description.abstract | This paper presents the novel development of an embedded system that aims at digital TV content recommendation based on descriptive metadata collected from versatile sources. The described system comprises a user profiling subsystem identifying user preferences and a user agent subsystem performing content rating. TV content items are ranked using a combined multimodal approach integrating classification-based and keyword-based similarity predictions so that a user is presented with a limited subset of relevant content. Observable user behaviors are discussed as instrumental in user profiling and a formula is provided for implicitly estimating the degree of user appreciation of content. A new relation-based similarity measure is suggested to improve categorized content rating precision. Experimental results show that our system can recommend desired content to users with significant amount of accuracy. © 2009 IEEE. | * |
dc.language | English | * |
dc.title | Personalized digital TV content recommendation with integration of user behavior profiling and multimodal content rating | * |
dc.type | Article | * |
dc.relation.issue | 3 | * |
dc.relation.volume | 55 | * |
dc.relation.index | SCI | * |
dc.relation.index | SCIE | * |
dc.relation.index | SCOPUS | * |
dc.relation.startpage | 1417 | * |
dc.relation.lastpage | 1423 | * |
dc.relation.journaltitle | IEEE Transactions on Consumer Electronics | * |
dc.identifier.doi | 10.1109/TCE.2009.5278008 | * |
dc.identifier.wosid | WOS:000270358500065 | * |
dc.identifier.scopusid | 2-s2.0-70350261789 | * |
dc.author.google | Shin H. | * |
dc.author.google | Lee M. | * |
dc.author.google | Kim E.Y. | * |
dc.contributor.scopusid | 이민수(57195508191) | * |
dc.date.modifydate | 20240322133406 | * |