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Big Data Factories
Jazyk
Angličtina
Angličtina
Kniha
Pevná
The book proposes a systematic approach to big data collection, documentation and development of ana...
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Libristo kód: 16219931
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113 b
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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.
Informácie o knihe
Celý názov
Big Data Factories
Jazyk
Angličtina
Angličtina
Väzba
Kniha - Pevná
Dátum vydania
2017
Počet strán
141
EAN
9783319591858
ISBN
3319591851
Libristo kód
16219931
Nakladateľstvo
Springer International Publishing AG
Váha
376
Rozmery
246 x 166 x 14
Kategórie
