Intelligent agents for data mining and information retrieval
Title:
Intelligent agents for data mining and information retrieval
Author:
Mohammadian, Masoud.
ISBN:
9781591401957
Publication Information:
Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2004.
Physical Description:
electronic texts (xiv, 309 p. : ill.) : digital files.
Contents:
I. Potential cases, database types, and selection methodologies for searching distributed text databases / Hui Yang, Minjie Zhang -- II. Computational intelligence techniques driven intelligent agents for web data mining and information retrieval / Masoud Mohammadian, Ric Jentzsch -- III. A multi-agent approach to collaborate knowledge production / Juan Dodero, Paloma Diaz, Ignacio Aedo -- IV. Customized recommendation mechanism based on web data mining and case-based reasoning / Jin Kim -- V. Rule-based parsing for web data extraction / David Camacho, Ricardo Aler, Juan Cuadrado -- VI. Multilingual web content mining / Rowena Chau, Chung-Hsing Yeh -- VII. A textual warehouse approach / Kaïs Khrouf, Chantal Soule-Dupuy -- VIII. Text processing by binary neural networks / T. Beran, T. Macek -- IX. Extracting knowledge from databases and ANNs with genetic programming / Daniel Rivero, Juan Rabunal, Julián Dorado, Alejandro Pazos, Nieves Pedreira -- X. Social coordination with architecture for ubiquitous agents-consorts / Koichi Jurumatani -- XI. Agent-mediated knowledge acquisition for user profiling / A. Andreevskaia, R. Abi-Aad, T. Radhakrishnan -- XII. Development of agent-based electronic catalog retrieval system / Shinichi Nagano, Yasuyuki Tahara, Tetsuo Hasegawa, Akihiko Ohsuga -- XIII. Using dynamically acquired background knowledge for information extraction and intelligent search / Samhaa El-Baltagy, Ahmed Rafea, Yasser Abdelhamid --
XIV. A study on web searching / Shanfeng Zhu, Xiaotie Deng, Qizhi Fang, Weimin Zhang -- XV. Taxonomy based fuzzy filtering of search results / S. Vrettos, A. Stafylopatis -- XVI. Generating and adjusting web sub-graph displays for web navigation / Wei Lai, Maolin Huang, Kang Zhang -- XVII. An algorithm of pattern match being fit for mining association rules / Hong Shi, Ji-Fu Zhang -- XVIII. Networking e-learning hosts using mobile agents / Jon Quah, Y. Chen, Winnie Leow.
Abstract:
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. This book 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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Electronic Access:
Chapter PDFs via platform: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-59140-194-0