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Service-Oriented Distributed Knowledge Discovery

Service-Oriented Distributed Knowledge Discovery by Domenico Talia
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Distributed Knowledge Discovery: An Overview
Knowledge Discovery and Data Mining Concepts
Data Mining Techniques
Parallel Knowledge Discovery
Distributed Knowledge Discovery

Service-Oriented Computing for Data Analysis
Service-Oriented Architecture and Computing
Internet Services: Web, Grids, and Clouds
Service-Oriented Knowledge Discovery

Designing Services for Distributed Knowledge Discovery
A Service-Oriented Layered Approach for Distributed KDD
How KDD Applications Can Be Designed as a Collection of Data Analysis Services
KDD Service-Oriented Applications
Hierarchy of Services for Worldwide KDD

Workflows of Services for Data Analysis
Basic Workflow Concept
Scientific Workflow Management Systems
Workflows for Distributed KDD

Services and Grids: The Knowledge Grid
The Knowledge Grid Architecture
Metadata Management
Workflow Composition Using DIS3GNO
Execution Management

Mining Tasks as Services: The Case of Weka4WS
Enabling Distributed KDD in an Open-Source Toolkit
Weka4WS Architecture
Weka4WS Explorer for Remote Data Mining
Weka4WS Knowledge Flow for Composing Data Mining Services
Execution Management

How Services Can Support Mobile Data Mining
Mobile Data Mining
Mobile Web Services
System for Mobile Data Mining through Web Services
Mobile-to-Mobile (M2M) Data Mining Architecture

Knowledge Discovery Applications
Knowledge Grid Applications
Weka4WS Applications
Web Services Resource Framework (WSRF) Overhead in Distributed Scenarios

Sketching the Future Pervasive Data Services
Service Orientation and Ubiquitous Computing for Data
Toward Future Service-Oriented Infrastructures
Requirements of Future Generation Services
Services for Ubiquitous Computing
Services for Ambient Intelligence and Smart Territories
Conclusive Remarks

Bibliography

Index

CRC Press; October 2012
224 pages; ISBN 9781439875339
Read online, or download in secure PDF format
Title: Service-Oriented Distributed Knowledge Discovery
Author: Domenico Talia; Paolo Trunfio
 
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