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  1. Boeken
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  4. Computerwetenschappen
  5. Educational Data Science: Essentials, Approaches, and Tendencies

Educational Data Science: Essentials, Approaches, and Tendencies

Proactive Education Based on Empirical Big Data Evidence

Hardcover | Engels | Big Data Management
€ 274,95
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Omschrijving

This book describes theoretical elements, practical approaches, and specialized tools that systematically organize, characterize, and analyze big data gathered from educational affairs and settings. Moreover, the book shows several inference criteria to leverage and produce descriptive, explanatory, and predictive closures to study and understand education phenomena at in classroom and online environments.

This is why diverse researchers and scholars contribute with valuable chapters to ground with well--sounded theoretical and methodological constructs in the novel field of Educational Data Science (EDS), which examines academic big data repositories, as well as to introduces systematic reviews, reveals valuable insights, and promotes its application to extend its practice.

EDS as a transdisciplinary field relies on statistics, probability, machine learning, data mining, and analytics, in addition to biological, psychological, and neurological knowledge about learning science. With this in mind, the book is devoted to those that are in charge of educational management, educators, pedagogues, academics, computer technologists, researchers, and postgraduate students, who pursue to acquire a conceptual, formal, and practical landscape of how to deploy EDS to build proactive, real- time, and reactive applications that personalize education, enhance teaching, and improve learning!


Specificaties

Betrokkenen

Uitgeverij:

Inhoud

Aantal bladzijden:
291
Taal:
Engels
Reeks:

Eigenschappen

Productcode (EAN):
9789819900251
Verschijningsdatum:
30/04/2023
Uitvoering:
Hardcover
Formaat:
Genaaid
Afmetingen:
156 mm x 234 mm
Gewicht:
607 g
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