Web Service Mining: Application to Discoveries of Biological Pathways
Autor George Zheng, Athman Bouguettayaen Limba Engleză Paperback – 20 noi 2014
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Specificații
ISBN-13: 9781489989598
ISBN-10: 1489989595
Pagini: 152
Ilustrații: XVI, 136 p.
Dimensiuni: 155 x 235 x 8 mm
Greutate: 0.23 kg
Ediția:2010
Editura: Springer Us
Colecția Springer
Locul publicării:New York, NY, United States
ISBN-10: 1489989595
Pagini: 152
Ilustrații: XVI, 136 p.
Dimensiuni: 155 x 235 x 8 mm
Greutate: 0.23 kg
Ediția:2010
Editura: Springer Us
Colecția Springer
Locul publicării:New York, NY, United States
Public țintă
ResearchCuprins
An Ontological Perspective of Web Services.- Hints from A Molecular Analogy.- Web Service Mining Framework.- Application: Biological Pathway Discovery.- Related Work.- Conclusions.
Recenzii
From the reviews:
“The authors take a unique molecular-based approach to identifying these high-value Web services by leveraging biological processes, specifically with the application of biological pathways. Their inspiration comes from a combination of nature’s molecular recognition and the unnatural drug discovery process. … I recommend this book to data mining practitioners who are always on the lookout for new and innovative approaches that can enable transformation in their field.” (Eric W. Yocam, ACM Computing Reviews, June, 2011)
“The authors take a unique molecular-based approach to identifying these high-value Web services by leveraging biological processes, specifically with the application of biological pathways. Their inspiration comes from a combination of nature’s molecular recognition and the unnatural drug discovery process. … I recommend this book to data mining practitioners who are always on the lookout for new and innovative approaches that can enable transformation in their field.” (Eric W. Yocam, ACM Computing Reviews, June, 2011)
Textul de pe ultima copertă
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.
Caracteristici
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. Includes supplementary material: sn.pub/extras