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Big Data Factories

Language EnglishEnglish
Book Hardback
Book Big Data Factories Sorin Adam Matei
Libristo code: 16219931
Publishers Springer International Publishing AG, December 2017
The book proposes a systematic approach to big data collection, documentation and development of ana... Full description
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84.50  лв
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The book proposes a systematic approach to big data collection, documentation and development of analytic procedures that foster collaboration on a large scale. This approach, designated as "data factoring" emphasizes the need to think of each individual dataset developed by an individual project as part of a broader data ecosystem, easily accessible and exploitable by parties not directly involved with data collection and documentation. Furthermore, data factoring uses and encourages pre-analytic operations that add value to big data sets, especially recombining and repurposing.
The book proposes a research-development agenda that can undergird an ideal data factory approach. Several programmatic chapters discuss specialized issues involved in data factoring (documentation, meta-data specification, building flexible, yet comprehensive data ontologies, usability issues involved in collaborative tools, etc.). The book also presents case studies for data factoring and processing that can lead to building better scientific collaboration and data sharing strategies and tools.
Finally, the book presents the teaching utility of data factoring and the ethical and privacy concerns related to it.

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About the book

Full name Big Data Factories
Author Sorin Adam Matei, Nicolas Jullien, Sean P. Goggins
Language English
Binding Book - Hardback
Date of issue 2017
Number of pages 141
EAN 9783319591858
ISBN 3319591851
Libristo code 16219931
Publishers Springer International Publishing AG
Weight 376
Dimensions 246 x 166 x 14

Categories

Philosophy & Religion > Philosophy > Topics in philosophy > Ethics & moral philosophy
Computing & Information Technology > Databases > Data capture & analysis
Computing & Information Technology > Databases > Data mining
Computing & Information Technology > Databases > Object-oriented databases
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