MASACAD: A multiagent-based approach to information customization

被引:24
作者
Hamdi, MS [1 ]
机构
[1] Univ Qatar, Coll Engn, Dept Comp Sci, Doha, Qatar
关键词
(Edited Abstract);
D O I
10.1109/MIS.2006.14
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A multiagent information customization system, MASCAD, that adopts the machine-learning paradigm to advise students by Web mining is described. It is pointed out that an intelligent assistant in the form of a computer program could improve and simplify the advising process and help the university introduce new technologies. The current version of the MASCAD focuses on learning how to perform the advising process and adopts a supervising learning solution. MASCAD is responsible for deciding which resources to invoke in solving the advising problem and also demonstrates the multiagent paradigm's suitability for dealing with information customization and personalization.
引用
收藏
页码:60 / 67
页数:8
相关论文
共 17 条
[1]  
[Anonymous], P 5 INT JOINT C ART
[2]   AL ON THE WWW - SUPPLY-AND-DEMAND AGENTS [J].
BROWN, C ;
GASSER, L ;
OLEARY, DE ;
SANGSTER, A .
IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1995, 10 (04) :50-55
[3]   Web mining: Information and pattern discovery on the World Wide Web [J].
Cooley, R ;
Mobasher, B ;
Srivastava, J .
NINTH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 1997, :558-567
[4]   INTELLIGENT AGENTS ON THE INTERNET - FACT, FICTION, AND FORECAST [J].
ETZIONI, O ;
WELD, DS .
IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1995, 10 (04) :44-49
[5]  
Fausett L. V., 1993, FUNDAMENTALS NEURAL
[6]  
Hamdi MS, 2005, WEB MINING: APPLICATIONS AND TECHNIQUES, P228
[7]  
Haykin S., 1994, Neural networks: a comprehensive foundation
[8]  
Jackson P., 1999, INTRO EXPERT SYSTEMS
[9]  
Kawamura T., 2000, Systems and Computers in Japan, V31, P42, DOI 10.1002/1520-684X(20001130)31:13<42::AID-SCJ5>3.0.CO
[10]  
2-0