Data Provenance and Data Management in eScience - Couverture souple

Couverture souple

ISBN 10 : 3642441580 ISBN 13 : 9783642441585

Editeur : Springer, 2014

Synopsis

eScience allows scientific research to be carried out in highly distributed environments. The complex nature of the interactions in an eScience infrastructure, which often involves a range of instruments, data, models, application, people and computational facilities, suggests there is a need for data provenance and data management (DPDM). The W3C Provenance Working Group defines the provenance of a resource as a “record that describes entities and processes involved in producing and delivering or otherwise influencing that resource”. It has been widely recognised that provenance is a critical issue to enable sharing, trust, authentication and reproducibility of eScience process.

Data Provenance and Data Management in eScience identifies the gaps between DPDM foundations and their practice within eScience domains including clinical trials, bioinformatics and radio astronomy. The book covers important aspects of fundamental research in DPDM including provenance representation and querying. It also explores topics that go beyond the fundamentals including applications. This book is a unique reference for DPDM with broad appeal to anyone interested in the practical issues of DPDM in eScience domains.

A propos du livre

Présentation de l'éditeur

The highly distributed scientific research enabled by ‘escience’ features complex interactions in its infrastructure and thus needs strong data provenance and management systems. This book explains the latest information tracking and authentication techniques.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2014
• Langue: anglais
• ISBN 10: 3642441580
• ISBN 13: 9783642441585
• Reliure: Broché
• Nombre de pages: 196
• Éditeur: Liu Qing, Bai Quan, Giugni Stephen, Williamson Darrell, Taylor John
• Coordonnées du fabricant: non disponible
• Personne responsable: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Allemagne