Intelligent Agents for Data Mining and Information RetrievalMasoud Mohammadian There is a large increase in the amount of information available on World Wide Web and also in number of online databases. This information abundance increases the complexity of locating relevant information. Such a complexity drives the need for improved and intelligent systems for search and information retrieval. Intelligent Agents are currently used to improve the search and retrieval information on World Wide Web. The use of existing search and retrieval engines with the addition of intelligent agents allows a more comprehensive search with a performance that can be measured. Intelligent Agents for Mining and Information Retrieval discusses the foundation as well as the pratical side of intelligent agents and their theory and applications for web data mining and information retrieval. The book can used for researchers at the undergraduate and post-graduate levels as well as a reference of the state-of-art for cutting edge researchers. |
Contents
Chapter I Potential Cases Database Types and Selection Methodologies for Searching Distributed Text Databases | 1 |
Chapter II Computational Intelligence Techniques Driven Intelligent Agents for Web Data Mining and Information Retrieval | 15 |
Chapter III A MultiAgent Approach to Collaborative Knowledge Production | 30 |
Chapter IV Customized Recommendation Mechanism Based on Web Data Mining and CaseBased Reasoning | 46 |
Chapter V RuleBased Parsing for Web Data Extraction | 64 |
A UserOriented Approach | 87 |
A Web Data Repository | 100 |
Chapter VIII Text Processing by Binary Neural Networks | 124 |
Chapter XII Development of Agent Based Electronic Catalog Retrieval System | 187 |
Chapter XIII Using Dynamically Acquired Background Knowledge for Information Extraction and Intelligent Search | 195 |
Overlap and Distance of the Search Engine Results | 207 |
Chapter XV Taxonomy Based Fuzzy Filtering of Search Results | 225 |
Chapter XVI Generating and Adjusting Web SubGraph Displays for Web Navigation | 240 |
Chapter XVII An Algorithm of Pattern Match Being Fit for Mining Association Rules | 253 |
Chapter XVIII Networking ELearning Hosts Using Mobile Agents | 262 |
About the Authors | 294 |
Other editions - View all
Intelligent Agents for Data Mining and Information Retrieval Masoud Mohammadian Limited preview - 2004 |
Intelligent Agents for Data Mining and Information Retrieval Mohammadian, Masoud Limited preview - 2003 |
Common terms and phrases
agent-based algorithm AlltheWeb AltaVista analysis applications approach architecture association rules Boolean catalog data chapter coding Computer Science concept space concept-based Conference content mining Copying or distributing Copyright 2004 course documents data mining database selection defined distributing in print domain e-learning eISBN electronic catalog servers electronic forms evaluation evolutionary computing extract filtering forms without written fuzzy Google graph i-agent Idea Group Inc indexing information retrieval input intelligent agents interaction interface Internet itemsets keywords logical structure mart metadata method mobile agent multi-agent multilingual text multilingual web content neural networks nodes overlap parser print or electronic problem Proceedings proposed queries in Category rank relevant search engines search results social coordination software agents specific stored sub-graph Table techniques term textual topic transaction data set University URLs user model user profile user query user’s vector warehouse web graph WebParser WiseNut written Figure