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Intelligent Information Processing II

Name: Intelligent Information Processing II
Brand: Springer-Verlag New York Inc.
SKU: 09161361
Price: 59474 HUF
Availability: InStock
Author: Qing He
ISBN: 9781489987983

IFIP TC12/WG12.3 International Conference on Intelligent Information Processing (IIP2004) October 21-23, 2004, Beijing, China

Qing He

Language

English

Book Paperback

Libristo code: 09161361

Publishers Springer-Verlag New York Inc., December 2014

Data Mining is the process of posing queries and extracting useful information, patterns and trends... Full description

Libristo code: 09161361

406 b

59 474 Ft

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Data Mining is the process of posing queries and extracting useful information, patterns and trends previously unknown from large quantities of data [Thu, 00]. It is the process where intelligent tools are applied in order to extract data patterns [JM, 01]. This encompasses a number of different technical approaches, such as cluster analysis, learning classification and association rules, and finding dependencies. Agents are defined as software entities that perform some set of tasks on behalf of users with some degree of autonomy. This research work deals about developing a automated data mining system which encompasses the familiar data mining algorithms using intelligent agents in object oriented databases and proposing a framework. Because the data mining system uses the intelligent agents, a new user will be able to interact with the data mining system without much data mining technical knowledge. This system will automatically select the appropriate data mining technique and select the necessary field needed from the database at the appropriate time without expecting the users to specify the specific technique and the parameters. Also a new framework is proposed for incorporating intelligent agents with automated data mining. One of the major goals in developing this system is to give the control to the computer for learning automatically by using intelligent agents.