DocumentCode :
2411261
Title :
A Flexible Mining Architecture for Providing New E-Knowledge Services
Author :
Castellano, Marcello ; Pastore, Nicola ; Arcieri, Francesco ; Summo, Valerio ; De Grecis, Giuliano Bellone
Author_Institution :
Politecnico di Bari
fYear :
2005
fDate :
03-06 Jan. 2005
Abstract :
This paper presents a flexible mining system built on a multi-tier architecture. The architecture of the system is designed on the Model-View-Controller design pattern. The aim of the paper is to define and validate a process of knowledge discovery, starting from structured and unstructured data, in a distributed and heterogeneous environment by integrating Data and Web Mining techniques. The system is able to provide new added value e-Knowledge services in order to meet the diverse e-Knowledge needs of e-business, by driving the user through the three stages of the knowledge discovery, data preparation, data and web mining and result analysis, in an innovative unique process of workflow that integrates a set of existing tools. Each e-Knowledge service represents the result of an orchestration of reusable building blocks, with well defined tasks, able to interoperate among them. Finally, a case study is shown.
Keywords :
Application software; Cost function; Data mining; Intelligent structures; Intelligent systems; Large-scale systems; Production; Profitability; Robustness; Web mining;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Sciences, 2005. HICSS '05. Proceedings of the 38th Annual Hawaii International Conference on
ISSN :
1530-1605
Print_ISBN :
0-7695-2268-8
Type :
conf
DOI :
10.1109/HICSS.2005.13
Filename :
1385385
Link To Document :
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