Web service mining: application to discoveries of biological pathways

Web Service Mining: For Biological Pathways presents the major issues and solutions to mining services on the Web. This book will focus specifically on a reference framework for web service mining, that is inspired by molecular recognition and the drug discovery process; it’s known as a molecular based approach. Web Service Mining: For Biological Pathways will apply the service mining framework and techniques back to biological processes for the discovery of biological pathways. It will link various processes that are involved in an interaction network, as well as providing performance benchmarks for assessing web service mining techniques and algorithms. Web Service and Mining: For 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. " Includes an in-depth analysis of issues related to service mining on the Web Presents a novel application of service modeling and mining methodologies to the discovery of biological pathways Proposes the use of Web service mining to address the need for early exposure of opportunities for composing interesting and useful services in the absence of specific user goals. INDICE: Introduction.- An Ontological Perspective of Web Services.- Hints from A Molecular Analogy.- Web Service Mining Framework.- Application: Biological Pathway Discovery.- Related Work.- Conclusions.- References.- Glossary.- Index

• ISBN: 978-1-4419-6538-7
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 152
• Fecha Publicación: 29/06/2010
• Nº Volúmenes: 1
• Idioma: Inglés