• How Distributed Data Mining Ta...

Treffer: How Distributed Data Mining Tasks can Thrive as Knowledge Services.

Title:
How Distributed Data Mining Tasks can Thrive as Knowledge Services.
Authors:
TALIA, DOMENICO1 talia@deis.unical.it, TRUNFIO, PAOLO2 trunfio@deis.unical.it
Source:
Communications of the ACM. Jul2010, Vol. 53 Issue 7, p132-137. 6p. 2 Color Photographs, 3 Diagrams.
Subject Terms:
*DATA mining, *GRID computing, *CELL phone downloading, *DISTRIBUTED computing, *KNOWLEDGE management, *INFORMATION services
Database:
Academic Search Index

Weitere Informationen

The article presents a model of Web 2.0-based information services and knowledge management, focusing on distributed data mining and computational grids. An example of an open service framework for grid-oriented data mining is presented, which includes mobile download applications. Four levels of data mining tasks are delineated and various methods suitable for each level are described. The usefulness of such services is discussed in terms of the semantic web, peer-to-peer systems, cloud computing, knowledge discovery tools, and ambient intelligence computer architectures.