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Intelligent Agents for Data Mining and Information Retrieval - M. Mohammadian

Intelligent Agents for Data Mining and Information Retrieval

By: M. Mohammadian (Editor)

Hardcover

Published: 1st July 2003
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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.

Prefacep. vii
Potential Cases, Database Types, and Selection Methodologies for Searching Distributed Text Databasesp. 1
Computational Intelligence Techniques Driven Intelligent Agents for Web Data Mining and Information Retrievalp. 15
A Multi-Agent Approach to Collaborative Knowledge Productionp. 31
Customized Recommendation Mechanism Based on Web Data Mining and Case-Based Reasoningp. 47
Rule-Based Parsing for Web Data Extractionp. 65
Multilingual Web Content Mining: A User-Oriented Approachp. 88
A Textual Warehouse Approach: A Web Data Repositoryp. 101
Text Processing by Binary Neural Networksp. 125
Extracting Knowledge from Databases and ANNs with Genetic Programming: Iris Flower Classification Problemp. 137
Social Coordination with Architecture for Ubiquitous Agents--Consortsp. 154
Agent-Mediated Knowledge Acquisition for User Profilingp. 164
Development of Agent-Based Electronic Catalog Retrieval Systemp. 188
Using Dynamically Acquired Background Knowledge for Information Extraction and Intelligent Searchp. 196
A Study on Web Searching: Overlap and Distance of the Search Engine Resultsp. 208
Taxonomy Based Fuzzy Filtering of Search Resultsp. 226
Generating and Adjusting Web Sub-Graph Displays for Web Navigationp. 241
An Algorithm of Pattern Match Being Fit for Mining Association Rulesp. 254
Networking E-Learning Hosts Using Mobile Agentsp. 263
About the Authorsp. 295
Indexp. 305
Table of Contents provided by Rittenhouse. All Rights Reserved.

ISBN: 9781591401940
ISBN-10: 1591401941
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 350
Published: 1st July 2003
Publisher: IGI Global
Country of Publication: US
Dimensions (cm): 26.67 x 18.42  x 2.54
Weight (kg): 0.8
Edition Type: Illustrated