BIG DATA TO IMPROVE THE QUALITY OF LEARNING IN HIGHER EDUCATION. OPPORTUNITIES, OFFERINGS AND CHALLENGES
BIG DATA TO IMPROVE THE QUALITY OF LEARNING IN HIGHER EDUCATION. OPPORTUNITIES, OFFERINGS AND CHALLENGES
Author(s): Livia ŞtefanSubject(s): Social Sciences
Published by: Carol I National Defence University Publishing House
Keywords: Big Data in Education; MOOC analytics; Hadoop; Big Data Analytics; Video-Based Learning.
Summary/Abstract: Higher education is evolving to a data-intensive domain, with academic institutions becoming increasingly complex from the point of view of managing and analyzing the digital information, coming from of a variety of activities, either curricular, extra-curricular, administrative or financial. Teachers and students interact with a diversity of educational resources and technologies, which are accessed by both formally enrolled but also informal continuous learners. The present paper investigates big data in the educational context, summarizing technologies, platforms, interesting use cases in regard with other related technologies, also challenges from developing a big data solution. A survey-based research was conducted among teachers and students to investigate the awareness of big data opportunity in a higher vocational university. Finally the paper presents analytical requirements for a VBL web portal as a future work.
Journal: Conference proceedings of »eLearning and Software for Education« (eLSE)
- Issue Year: 13/2017
- Issue No: 02
- Page Range: 295-303
- Page Count: 9
- Language: English