Data analytics applications in education. ([2018])

• Record Type: Book
• Further Information: Note: Edited by Jan Vanthienen and Kristof De Witte.
• Editors: Vanthienen, Jan; Witte, K. de (Kristof), 1983-
• Contents: 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.
• Publisher Details: Boca Raton : CRC Press, Taylor & Francis Group
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 370.285; Education -- Data processing; Educational statistics; Big data; Big data; Education -- Data processing; Educational statistics; Electronic books
• Languages: English
• ISBNs: 9781498769273; 1498769276; 9781498769280; 1498769284; 9781351650182; 1351650181
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.