Multiagent System for the cognitive and collaborative filtering on WEB pages using GAIA methodology

被引:0
|
作者
Franco, Oscar H. [1 ]
Castillo, Luis F. [2 ]
Isaza, Gustavo [3 ]
机构
[1] Univ Autonoma Manizales, Grp Inv Ingn Software, Manizales, Colombia
[2] Univ Nacl Colombia, Dept Ingn Ind, Manizales, Colombia
[3] Univ Caldas, Dept Sistemas & Informat, Manizales, Colombia
关键词
agent; multiagents; GAIA; information filtering; information retrieval;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents the development of a cognitive and collaborative filtering system that uses retrieval and filtering algorithms implemented in a multiagent system that runs in a distributed environment developed by using the GAIA methodology, which allows to identify agents, communication protocols, behaviors, and roles of eachentitywithin the system. The end result is a prototype that allows the classification of documents according to the user preferences, to the contents of visited pages and from recommendations made for users with similar interests as well.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Recommending Web Pages Using Item-Based Collaborative Filtering Approaches
    Cadegnani, Sara
    Guerra, Francesco
    Ilarri, Sergio
    del Carmen Rodriguez-Hernandez, Maria
    Trillo-Lado, Raquel
    Velegrakis, Yannis
    [J]. SEMANTIC KEYWORD-BASED SEARCH ON STRUCTURED DATA SOURCES, 2015, 9398 : 17 - 29
  • [2] A Web Pages Automatic Filtering System
    Nouali, O.
    Saidi, A.
    Chahrat, H.
    Krinah, A.
    Toursel, B.
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 5, 2005, 5 : 212 - 215
  • [3] A Web-based collaborative filtering system
    Lee, DS
    Kim, GY
    Choi, H
    [J]. PATTERN RECOGNITION, 2003, 36 (02) : 519 - 526
  • [4] A fuzzy linguistic model for Information Filtering on the Web based on multiagent system
    Chen, Yee-Ming
    Yang, Chung-I-Isiung
    [J]. PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 3792 - +
  • [5] Collaborative information filtering by using categorized bookmarks on the Web
    Jung, JJ
    Yoon, JS
    Jo, GS
    [J]. WEB KNOWLEDGE MANAGEMENT AND DECISION SUPPORTS, 2003, 2543 : 237 - 250
  • [6] Determining Object Safety using a Multiagent, Collaborative System
    Quanz, Brian
    Tsatsoulis, Costas
    [J]. SASOW 2008: SECOND IEEE INTERNATIONAL CONFERENCE ON SELF-ADAPTIVE AND SELF-ORGANIZING SYSTEMS WORKSHOPS, PROCEEDINGS, 2008, : 25 - +
  • [7] A Fast Collaborative Filtering Approach for Web Personalized Recommendation System
    Dafedar, Fayaz
    Bharati, K. F.
    [J]. 2017 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2017,
  • [8] WSRec: A Collaborative Filtering Based Web Service Recommender System
    Zheng, Zibin
    Ma, Hao
    Lyu, Michael R.
    King, Irwin
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON WEB SERVICES, VOLS 1 AND 2, 2009, : 437 - 444
  • [9] Web Service Recommendation using Optimized Iterative Collaborative Filtering
    Wang Binhin
    Guo Jie
    Zhou Zuojian
    Pan Jingui
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND SERVICE SYSTEM (CSSS), 2014, 109 : 490 - 494
  • [10] Cognitive Similarity-Based Collaborative Filtering Recommendation System
    Nguyen, Luong Vuong
    Hong, Min-Sung
    Jung, Jason J.
    Sohn, Bong-Soo
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (12):