Intelligent Agents for Data Mining and Information Retrieval

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Masoud Mohammadian
Idea Group Inc (IGI), 2004 - Computers - 309 pages
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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 Data Mining and Information Retrieval discusses the foundation as well as the practical 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.
 

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Contents

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
Iris Flower Classification Problem
136
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
252
Chapter XVIII Networking ELearning Hosts Using Mobile Agents
262
About the Authors
293

Chapter X Social Coordination with Architecture for Ubiquitous Agents CONSORTS
152
Chapter XI AgentMediated Knowledge Acquisition for User Profiling
163

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Page 1 - I would like to thank my family for their love and understanding during this writing endeavor.
Page 293 - He is a member of the Information Processing Society of Japan and the Japan OR Society.

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