Data analytics applications in education

Vanthienen, Jan. (Added Author). Witte, K. de (Kristof), 1983- (Added Author). Taylor & Francis. (Added Author).

Record details

ISBN: 9781498769273
Physical Description: remote
Publisher: Boca Raton, Fla. : CRC Press, [2018]

Content descriptions

Bibliography, etc. Note:

Includes bibliographical references and index.

Formatted Contents Note:

Big data analytics in a learning environment / Kristof De Witte and Jan Vanthienen -- Improved student feedback with process and data analytics / Johannes De Smedt, Seppe vanden Broucke, Jan Vanthienen and Kristof De Witte -- Towards data for development : a model on learning communities as a platform for growing data use / Wouter Schelfhout -- The impact of fraudulent behavior on the usefulness of learning analytics applications : the case of question and answer sharing with medium-stakes online quizzing in higher education / Silvester Draaijer and Chris van Klaveren -- Disentangling faculty efficiency from students' effort / Cristian Barra, Sergio Destefanis, Vania Sena and Roberto Zotti -- Using data analytics to benchmark schools : the case of Portugal / Maria Conceição Portela and Ana S. Camanho -- The use of educational data mining procedures to assess students' performance in a bayesian framework / Kristof De Witte, Grazia Graziosi and Joris Hindryckx -- Using statistical analytics to study school performance through administrative datasets / Tommaso Agasisti, Francesca Ieva, Chiara Masci, Anna Maria Paganoni, and Mara Soncin -- The governance of big data in higher education / Kurt De Wit and Bruno Broucker -- Evidence based education and its implications for research and data analytics with an application to the overeducation literature / Wim Groot and Henriëtte Maassen van den Brink.