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...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English English |
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Penerbit UTM Press
2016
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| Online Access: | 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 |
| _version_ | 1848784464870637568 |
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| 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 |
| building | IIUM Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-14T16:37:40Z |
| format | Article |
| id | iium-54763 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-14T16:37:40Z |
| publishDate | 2016 |
| publisher | Penerbit UTM Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| 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 |
| 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 |
| title | 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_short | 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 |
| topic | TK7885 Computer engineering |
| 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 |