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Process Design for Natural Scientists

An Agile Model-Driven Approach

Anna-Lena Lamprecht, Tiziana Margaria (Herausgeber)

Buch | Softcover

X, 253 Seiten

2014
Springer Berlin (Verlag)
978-3-662-45005-5 (ISBN)

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This book presents an agile and model-driven approach to manage scientific workflows. The approach is based on the Extreme Model Driven Design (XMDD) paradigm and aims at simplifying and automating the complex data analysis processes carried out by scientists in their day-to-day work. Besides documenting the impact the workflow modeling might have on the work of natural scientists, this book serves three major purposes: 1. It acts as a primer for practitioners who are interested to learn how to think in terms of services and workflows when facing domain-specific scientific processes. 2. It provides interesting material for readers already familiar with this kind of tools, because it introduces systematically both the technologies used in each case study and the basic concepts behind them. 3. As the addressed thematic field becomes increasingly relevant for lectures in both computer science and experimental sciences, it also provides helpful material for teachers that plan similar courses.

Framework.- Bioinformatics applications.- Geovisualization applications.

From the book reviews:

"This book is part of the 'Communications in Computer and Information Science (CCIS)' series, which publishes peer-reviewed proceedings of conferences and workshops. ... Each paper ... is well written with expert-level precision and is very informative. ... this book is essentially a conference proceedings composed of well-written papers for specialists." (M. M. Tanik, Computing Reviews, January, 2015)

Erscheint lt. Verlag	2.10.2014
Reihe/Serie	Communications in Computer and Information Science
Zusatzinfo	X, 253 p. 129 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	409 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
Schlagworte	Applied Computing • Big Data • Bioinformatics • biological data management • Cartography • Data Analysis • Data Management • Extreme Model Driven Design • Geovisualization • Information Systems Applications • jABC • Java Application Building Center • Model-Driven Design • Modeling • Open Source Software • Process Management • reproducible research • scientific workflows • Software engineering • Software Engineering / Softwareentwicklung • Softwareentwicklung • XMDD
ISBN-10	3-662-45005-4 / 3662450054
ISBN-13	978-3-662-45005-5 / 9783662450055
Zustand	Neuware