AVATAR:: An advanced multi-agent recommender system of personalized TV contents by semantic reasoning

被引：0

作者：

Blanco-Fernández, Y ^{[1
]}

Pazos-Arias, JJ ^{[1
]}

Gil-Solla, A ^{[1
]}

Ramos-Cabrer, M ^{[1
]}

Barragáns-Martínez, B ^{[1
]}

López-Nores, M ^{[1
]}

García-Duque, J ^{[1
]}

Fernández-Vilas, A ^{[1
]}

Dfaz-Redondo, RP ^{[1
]}

机构：

[1] Univ Vigo, Dept Telemat Engn, Vigo 36310, Spain

来源：

WEB INFORMATION SYSTEMS - WISE 2004, PROCEEDINGS | 2004年 / 3306卷

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In this paper a recommender system of personalized TV contents. named AVATAR(1), is presented. We propose a modular multi-agent architecture for the system, whose main novelty is the semantic reasoning about user preferences and historical logs, to improve the traditional syntactic content search. Our approach uses Semantic Web technologies - more specifically an OWL ontology and the TV-Anytime standard to describe the TV contents. To reason about the ontology, we have defined a query language. named LIKO. for inferring knowledge from properties contained in it. In addition, we show an example of a semantic recommendation by means of some LIKO operators.

引用

页码：415 / 421

页数：7

共 50 条

[1] AVATAR:: A multi-agent TV recommender system using MHP applications
Blanco-Fernández, Y
Pazos-Arias, JJ
Gil-Solla, A
Ramos-Cabrer, M
López-Nores, M
Barragáns-Martínez, B
2005 IEEE International Conference on e-Technology, e-Commerce and e-Service, Proceedings, 2005, : 660 - 665
[2] A Multi-agent Recommender System
Jorge Morais, A.
Oliveira, Eugenio
Jorge, Alipio Mario
DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 2012, 151 : 281 - +
[3] A multi-agent legal recommender system
Drumond, Lucas
Girardi, Rosario
ARTIFICIAL INTELLIGENCE AND LAW, 2008, 16 (02) : 175 - 207
[4] Modeling a Multi-agent Tourism Recommender System
Bellandi, Valerio
Ceravolo, Paolo
Tacchini, Eugenio
ON THE MOVE TO MEANINGFUL INTERNET SYSTEMS: OTM 2019 CONFERENCES, 2019, 11877 : 750 - 757
[5] AVATAR:: An improved solution for personalized TV based on semantic inference
Fernández, YB
Arias, JJP
Nores, ML
Solla, AG
Cabrer, MR
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2006, 52 (01) : 223 - 231
[6] Recommender System: A Personalized TV Guide System
de Avila, Paulo Muniz
Zorzo, Sergio Donizetti
E-BUSINESS AND TELECOMMUNICATIONS, 2011, 130 : 278 - 290
[7] Uncertain Reasoning in Multi-Agent Ontology Mapping on the Semantic Web
Nagy, Miklos
Vargas-Vera, Maria
Motta, Enrico
MICAI 2007: SIXTH MEXICAN INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2008, : 221 - +
[8] EMERALD: A Multi-Agent System for Knowledge-Based Reasoning Interoperability in the Semantic Web
Kravari, Kalliopi
Kontopoulos, Efstratios
Bassiliades, Nick
ARTIFICIAL INTELLIGENCE: THEORIES, MODELS AND APPLICATIONS, PROCEEDINGS, 2010, 6040 : 173 - 182
[9] Interactive query for image contents by semantic descriptors and multi-agent
Mao, WZ
Bell, DA
IDEAS 98 - INTERNATIONAL DATABASE ENGINEERING AND APPLICATIONS SYMPOSIUM, PROCEEDINGS, 1998, : 50 - 51
[10] Application of Multi-agent in Personalized Education System
Shan, Rong
ADVANCES IN COMPUTER SCIENCE, ENVIRONMENT, ECOINFORMATICS, AND EDUCATION, PT 5, 2011, 218 : 518 - 522

← 1 2 3 4 5 →