DFAM: A distributed feedback analysis mechanism for knowledge based educational big data

Olanrewaju, Rashidah Funke and Khan, Burhan Ul Islam and Mir, Roohie Naaz and Baba, Asifa Mehraj and Anwar, Farhat (2016) DFAM: A distributed feedback analysis mechanism for knowledge based educational big data. Jurnal Teknologi, 78 (12-3). pp. 31-38. E-ISSN 2180-3722

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Abstract

There is almost digitization of the entire educational system, as there is an abundant of digital materials available. The educational system is not left out from the global standardization as well as authorities are imposing certain standard at local and global level. As a result, these data which are getting generated in the context of educational also complies all the basic characteristics of the Big Data such as volume in terms of size, and others velocity, variety etc. In order to store, search and process an open source project, Apache Hadoop has been conceptualized, whereas it lags the application specific needs especially in the field of education to enhance the teaching and learning processes. In this paper, an architectural model is illustrated to demonstrate the existing eco-system and a proposed model for provisioning the enhanced teaching -learning mechanism, so that it can be adopted to enhance the intelligence into mechanism of educational framework.

Item Type:	Article (Journal)
Additional Information:	6796/54763
Uncontrolled Keywords:	Big data; data analytics; data mining; educational data; knowledge discovery
Subjects:	T Technology > TK Electrical engineering. Electronics Nuclear engineering > TK7800 Electronics. Computer engineering. Computer hardware. Photoelectronic devices > TK7885 Computer engineering
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Engineering Kulliyyah of Engineering > Department of Electrical and Computer Engineering
Depositing User:	Prof. Farhat Anwar
Date Deposited:	01 Feb 2017 14:31
Last Modified:	27 Nov 2019 10:52
URI:	http://irep.iium.edu.my/id/eprint/54763

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