GÉRYK, Jan. Visual Analytics by Animations in Higher Education. Online. In Mélanie Ciussi, Marc Augier. Proceedings of the 12th European Conference on e-Learning ECEL 2013. Sophia Antipolis, France: Academic Conferences and Publishing International, 2013, p. 565-572. ISBN 978-1-909507-84-5.
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Basic information
Original name Visual Analytics by Animations in Higher Education
Authors GÉRYK, Jan (203 Czech Republic, guarantor, belonging to the institution).
Edition Sophia Antipolis, France, Proceedings of the 12th European Conference on e-Learning ECEL 2013, p. 565-572, 8 pp. 2013.
Publisher Academic Conferences and Publishing International
Other information
Original language English
Type of outcome Proceedings paper
Field of Study 20200 2.2 Electrical engineering, Electronic engineering, Information engineering
Country of publisher United Kingdom of Great Britain and Northern Ireland
Confidentiality degree is not subject to a state or trade secret
Publication form electronic version available online
RIV identification code RIV/00216224:14330/13:00070792
Organization unit Faculty of Informatics
ISBN 978-1-909507-84-5
ISSN 2048-8645
UT WoS 000342674900070
Keywords in English motion charts; visual analytics; animations; student dropout; social behaviour of students; attribute generation
Changed by Changed by: RNDr. Jan Géryk, Ph.D., učo 72902. Changed: 17/1/2014 08:56.
Abstract
The application programming interface of many standalone applications, JavaScript libraries, and statistics and analytics software packages enable analysts to combine their functionality with conventional data mining and machine learning methods. Visual analytics (VA) has a wide area of applications in higher education. We are developing an analytical tool with visualisation and animations support. The main goal of the tool is to contribute to an increase in education efficiency and quality by means of novel data visualisation techniques which enable better exploratory and interactive analysis. We describe two projects that take advantage of visualisation of educational data gained from the database of the Information System of Masaryk University (IS MU).
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