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(ed.) Intelligent Agents for Data Mining and Information Retrieval

ISBN: N/A
EAN: N/A

Year: 2004
Pages: 171

BUY ON AMAZON

• Table of Contents
• BackCover
• Intelligent Agents for Data Mining and Information Retrieval
• Preface
• Chapter I: Potential Cases, Database Types, and Selection Methodologies for Searching Distributed Text Databases
• PROBLEM DESCRIPTION
• POTENTIAL SELECTION CASES IN DTDS
• THE CLASSIFICATION OF TYPES OF DTDS
• RELATIONSHIPS BETWEEN POTENTIAL SELECTION CASES AND DTD TYPES
• NECESSARY CONSTRAINTS OF SELECTION METHODS IN DTDS
• CONCLUSION AND FUTURE WORK
• ACKNOWLEDGMENTS
• REFERENCES
• Chapter II: Computational Intelligence Techniques Driven Intelligent Agents for Web Data Mining and Information Retrieval
• SEARCH ENGINES
• INTELLIGENT AGENTS
• INTELLIGENT AGENTS FOR INFORMATION FILTERING AND DATA MINING
• EVOLUTIONARY COMPUTING, FUZZY LOGIC AND I-AGENTS FOR INFORMATION FILTERING
• SIMULATION RESULTS
• CONCLUSION
• ACKNOWLEDGMENT
• REFERENCES
• ELECTRONIC REFERENCES
• Chapter III: A Multi-Agent Approach to Collaborative Knowledge Production
• A KNOWLEDGE PRODUCTION ARCHITECTURE
• EVALUATION IN AN INSTRUCTIONAL DESIGN SCENARIO
• CONCLUSION
• REFERENCES
• Chapter IV: Customized Recommendation Mechanism Based on Web Data Mining and Case-Based Reasoning
• BACKGROUND
• METHODOLOGY
• IMPLEMENTATION
• CONCLUSION
• ACKNOWLEDGMENTS
• REFERENCES
• Chapter V: Rule-Based Parsing for Web Data Extraction
• INTRODUCTION
• GENERIC MULTI-AGENT WEB ARCHITECTURE
• WEBPARSER: SEMI-AUTOMATIC WEB KNOWLEDGE EXTRACTION
• DEPLOYING A WEB-MAS USING THE WEBPARSER
• CONCLUSIONS AND FUTURE WORK
• REFERENCES
• Chapter VI: Multilingual Web Content Mining - A User-Oriented Approach
• BACKGROUND
• USER-ORIENTED, CONCEPT-BASED APPROACH
• TOWARD INTELLIGENT PERSONAL MULTILINGUAL WEB MINING AGENT
• CONCLUSION
• REFERENCES
• Chapter VII: A Textual Warehouse Approach - A Web Data Repository
• BACKGROUND
• DEFINITION AND ARCHITECTURE OF TEXTUAL WAREHOUSES
• GENERIC MODEL OF TEXTUAL WAREHOUSES
• INFORMATION EXTRACTION
• INFORMATION RETRIEVAL
• MULTIDIMENSIONAL ANALYSIS
• CONCLUSION
• ACKNOWLEDGMENTS
• REFERENCES
• APPENDIX
• Chapter VIII: Text Processing by Binary Neural Networks
• TECHNIQUE DESCRIPTION
• TEXT CODING AND EXPERIMENTS
• DISCUSSION
• CONCLUSION
• ACKNOWLEDGMENTS
• REFERENCES
• Chapter IX: Extracting Knowledge from Databases and ANNs with Genetic Programming - Iris Flower Classification Problem
• BACKGROUND
• RULE EXTRACTION FROM DATABASE WITH GP
• RULE EXTRACTION FROM ANNS
• FUTURE WORKS
• CONCLUSION
• REFERENCES
• Chapter X: Social Coordination with Architecture for Ubiquitous Agents - CONSORTS
• EXAMPLE: MASS USER SUPPORT IN THEME PARK
• CONSORTS: ARCHITECTURE FOR UBIQUITOUS AGENTS
• FORMALIZATION OF THE PROBLEM: RESOURCE SPACE, PLAN, UTILITY
• APPROACHES TO THE PROBLEM
• CONCLUSION
• ACKNOWLEDGMENT
• REFERENCES
• Chapter XI: Agent-Mediated Knowledge Acquisition for User Profiling
• AGENT-SUPPORTED DYNAMIC PERSONALIZATION
• PROPOSED USER MODEL
• KNOWLEDGE ACQUISITION FOR USER MODEL
• CONCLUSION
• REFERENCES
• ENDNOTES
• Chapter XII: Development of Agent-Based Electronic Catalog Retrieval System
• ELECTRONIC CATALOG RETRIEVAL SYSTEM
• MULTI-AGENT FRAMEWORK BEE-GENT
• DEVELOPMENT USING BEE-GENT
• DISCUSSION OF ADVANTAGES
• CONCLUSION
• REFERENCES
• Chapter XIII: Using Dynamically Acquired Background Knowledge for Information Extraction and Intelligent Search
• BACKGROUND
• PROBLEM SCOPE AND DEFINITION
• MODELLING BLOCKS
• SYSTEM OVERVIEW
• RESULTS
• FUTURE WORK
• CONCLUSION
• ACKNOWLEDGMENTS
• REFERENCES
• Chapter XIV: A Study on Web Searching - Overlap and Distance of the Search Engine Results
• BACKGROUND
• METHODOLOGY
• EXPERIMENT RESULTS
• DISCUSSION
• FUTURE DIRECTIONS FOR RESEARCH
• CONCLUSION
• ACKNOWLEDGMENTS
• REFERENCES
• Chapter XV: Taxonomy Based Fuzzy Filtering of Search Results
• TEXT CLASSIFICATION
• ORDERED WEIGHTED AVERAGING OPERATORS
• EVALUATION AND RESULTS
• AN EXAMPLE FILTERING SYSTEM
• CONCLUSION
• REFERENCES
• Chapter XVI: Generating and Adjusting Web Sub-Graph Displays for Web Navigation
• EXAMPLES OF WEB GRAPH DISPLAYS
• SYSTEM ARCHITECTURE
• AUTOMATIC GRAPH LAYOUT TECHNIQUES
• CONCLUSION AND FUTURE WORK
• REFERENCES
• Chapter XVII: An Algorithm of Pattern Match Being Fit for Mining Association Rules
• ASSOCIATION RULES DESCRIPTION
• PATTERN MATCH ANALYSIS
• DESCRIPTION OF PATTERN MATCH ALGORITHM
• ALGORITHM ANALYSIS
• CONCLUSION
• REFERENCES
• Chapter XVIII: Networking E-Learning Hosts Using Mobile Agents
• PARADIGMS FOR E-LEARNING SYSTEMS
• ADVANTAGES AND DISADVANTAGES OF USING MOBILE AGENT APPROACH
• E-LEARNING SYSTEMS
• CASE EXAMPLE
• A PROTOTYPE IMPLEMENTATION AND EXPERIMENT RESULTS
• KEYWORD-BASED INFORMATION SEARCHING
• CONCLUSION
• ACKNOWLEDGMENTS
• REFERENCES
• Index
• Index_B
• Index_C
• Index_D
• Index_E
• Index_F
• Index_G
• Index_H
• Index_I-J
• Index_K
• Index_L
• Index_M
• Index_N
• Index_O
• Index_P
• Index_Q
• Index_R
• Index_S
• Index_T
• Index_U
• Index_V
• Index_W
• Index_X-Z
• List of Figures
• List of Tables
• List of Assumptions