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

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...

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Main Authors: Olanrewaju, Rashidah Funke, Khan, Burhan Ul Islam, Mir, Roohie Naaz, Baba, Asifa Mehraj, Anwar, Farhat
Format: Article
Language:English
English
Published: Penerbit UTM Press 2016
Subjects:
Online Access:http://irep.iium.edu.my/54763/
http://irep.iium.edu.my/54763/
http://irep.iium.edu.my/54763/
http://irep.iium.edu.my/54763/2/54763.pdf
http://irep.iium.edu.my/54763/3/54763-DFAM_SCOPUS.pdf
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spelling iium-547632019-11-27T02:52:45Z http://irep.iium.edu.my/54763/ DFAM: A distributed feedback analysis mechanism for knowledge based educational big data Olanrewaju, Rashidah Funke Khan, Burhan Ul Islam Mir, Roohie Naaz Baba, Asifa Mehraj Anwar, Farhat TK7885 Computer engineering 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. Penerbit UTM Press 2016-12 Article PeerReviewed application/pdf en http://irep.iium.edu.my/54763/2/54763.pdf application/pdf en http://irep.iium.edu.my/54763/3/54763-DFAM_SCOPUS.pdf 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 http://www.jurnalteknologi.utm.my/index.php/jurnalteknologi/article/view/10020/5989 10.11113/jt.v78.10020
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
English
topic TK7885 Computer engineering
spellingShingle TK7885 Computer engineering
Olanrewaju, Rashidah Funke
Khan, Burhan Ul Islam
Mir, Roohie Naaz
Baba, Asifa Mehraj
Anwar, Farhat
DFAM: A distributed feedback analysis mechanism for knowledge based educational big data
description 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.
format Article
author Olanrewaju, Rashidah Funke
Khan, Burhan Ul Islam
Mir, Roohie Naaz
Baba, Asifa Mehraj
Anwar, Farhat
author_facet Olanrewaju, Rashidah Funke
Khan, Burhan Ul Islam
Mir, Roohie Naaz
Baba, Asifa Mehraj
Anwar, Farhat
author_sort Olanrewaju, Rashidah Funke
title DFAM: A distributed feedback analysis mechanism for knowledge based educational big data
title_short DFAM: A distributed feedback analysis mechanism for knowledge based educational big data
title_full DFAM: A distributed feedback analysis mechanism for knowledge based educational big data
title_fullStr DFAM: A distributed feedback analysis mechanism for knowledge based educational big data
title_full_unstemmed DFAM: A distributed feedback analysis mechanism for knowledge based educational big data
title_sort dfam: a distributed feedback analysis mechanism for knowledge based educational big data
publisher Penerbit UTM Press
publishDate 2016
url http://irep.iium.edu.my/54763/
http://irep.iium.edu.my/54763/
http://irep.iium.edu.my/54763/
http://irep.iium.edu.my/54763/2/54763.pdf
http://irep.iium.edu.my/54763/3/54763-DFAM_SCOPUS.pdf
first_indexed 2023-09-18T21:17:26Z
last_indexed 2023-09-18T21:17:26Z
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