Web Service Mining: Application to Discoveries of Biological Pathways

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Web Service Mining: Application to Discoveries of Biological Pathways presents the major issues and solutions to mining services on the Web. This book focuses specifically on a reference framework for Web service mining that is inspired by molecular recognition and the drug discovery process; known as a molecular-based approach. Web Service Mining: Application to Discoveries of Biological Pathways applies the service mining framework and techniques back to biological processes for the discovery of biological pathways. It links various processes that are involved in an interaction network, as well as provides performance benchmarks for assessing web service mining techniques and algorithms. About this book: • Presents in-depth analysis of issues related to service mining on the Web. • Includes a novel application of service modeling and mining methodologies to the discovery of biological pathways. Web Service and Mining: Application to Discoveries of Biological Pathways is designed for researchers and practitioners working in the web service oriented computing industry. This book is also suitable for advanced-level students in computer science and biology as a secondary text or reference book.

Author(s): George Zheng, Athman Bouguettaya (auth.)
Edition: 1
Publisher: Springer US
Year: 2010

Language: English
Pages: 136
Tags: Information Systems Applications (incl.Internet); Database Management; Biometrics; Computational Biology/Bioinformatics; Computer Communication Networks

Front Matter....Pages i-xvi
Introduction....Pages 1-10
An Ontological Perspective of Web Services....Pages 11-14
Hints from A Molecular Analogy....Pages 15-29
Web Service Mining Framework....Pages 31-75
Application: Biological Pathway Discovery....Pages 77-109
Related Work....Pages 111-119
Conclusions....Pages 121-124
Back Matter....Pages 125-136