An efficient educational data mining approach to support e-learning

Padmaja Appalla; Venu Madhav Kuthadi; Tshilidzi Marwala

doi:10.1007/978-81-322-2752-6_6

An efficient educational data mining approach to support e-learning

Padmaja Appalla
, Venu Madhav Kuthadi
, Tshilidzi Marwala

Faculty of Engineering and the Built Environment

University of Johannesburg

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

Currently, data mining technique has become popular in online learning environment for learning as this technique works on huge amount of dataset. There are several e-learning systems which are based on the classroom, providing the natural interface of human-computer and the communication among to multimodality, and the computing technology of integrated pervasive in the classroom. The pervasive computing for the development of some of the requirements is being raised for system openness, scalability and extensibility. Everyone could access the materials of learning from anywhere with the help of internet. Increased access of users also leads to security requirements and higher efficiency in data retrieval. To address these concerns, we propose an educational data mining approach and OTP system for improving the efficiency of data retrieval and security. This system provides more accuracy in data mining and secure data transmission.

Original language	English
Title of host publication	Information Systems Design and Intelligent Applications - Proceedings of 3rd International Conference, INDIA 2016
Editors	Suresh Chandra Satapathy, Jyotsna Kumar Mandal, Siba K. Udgata, Vikrant Bhateja
Publisher	Springer Verlag
Pages	63-75
Number of pages	13
ISBN (Print)	9788132227502
DOIs	https://doi.org/10.1007/978-81-322-2752-6_6
Publication status	Published - 2016
Event	3rd International Conference on Information Systems Design and Intelligent Applications, INDIA 2016 - Visakhapatnam, India Duration: 8 Jan 2016 → 9 Jan 2016

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	434
ISSN (Print)	2194-5357

Conference

Conference	3rd International Conference on Information Systems Design and Intelligent Applications, INDIA 2016
Country/Territory	India
City	Visakhapatnam
Period	8/01/16 → 9/01/16

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 4 Quality Education

Keywords

JSM
OTP
RSA

ASJC Scopus subject areas

Control and Systems Engineering
General Computer Science

Access to Document

10.1007/978-81-322-2752-6_6

Cite this

Appalla, P., Kuthadi, V. M., & Marwala, T. (2016). An efficient educational data mining approach to support e-learning. In S. C. Satapathy, J. K. Mandal, S. K. Udgata, & V. Bhateja (Eds.), Information Systems Design and Intelligent Applications - Proceedings of 3rd International Conference, INDIA 2016 (pp. 63-75). (Advances in Intelligent Systems and Computing; Vol. 434). Springer Verlag. https://doi.org/10.1007/978-81-322-2752-6_6

Appalla, Padmaja ; Kuthadi, Venu Madhav ; Marwala, Tshilidzi. / An efficient educational data mining approach to support e-learning. Information Systems Design and Intelligent Applications - Proceedings of 3rd International Conference, INDIA 2016. editor / Suresh Chandra Satapathy ; Jyotsna Kumar Mandal ; Siba K. Udgata ; Vikrant Bhateja. Springer Verlag, 2016. pp. 63-75 (Advances in Intelligent Systems and Computing).

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title = "An efficient educational data mining approach to support e-learning",

abstract = "Currently, data mining technique has become popular in online learning environment for learning as this technique works on huge amount of dataset. There are several e-learning systems which are based on the classroom, providing the natural interface of human-computer and the communication among to multimodality, and the computing technology of integrated pervasive in the classroom. The pervasive computing for the development of some of the requirements is being raised for system openness, scalability and extensibility. Everyone could access the materials of learning from anywhere with the help of internet. Increased access of users also leads to security requirements and higher efficiency in data retrieval. To address these concerns, we propose an educational data mining approach and OTP system for improving the efficiency of data retrieval and security. This system provides more accuracy in data mining and secure data transmission.",

keywords = "JSM, OTP, RSA",

author = "Padmaja Appalla and Kuthadi, \{Venu Madhav\} and Tshilidzi Marwala",

note = "Publisher Copyright: {\textcopyright} Springer India 2016.; 3rd International Conference on Information Systems Design and Intelligent Applications, INDIA 2016 ; Conference date: 08-01-2016 Through 09-01-2016",

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isbn = "9788132227502",

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Appalla, P, Kuthadi, VM & Marwala, T 2016, An efficient educational data mining approach to support e-learning. in SC Satapathy, JK Mandal, SK Udgata & V Bhateja (eds), Information Systems Design and Intelligent Applications - Proceedings of 3rd International Conference, INDIA 2016. Advances in Intelligent Systems and Computing, vol. 434, Springer Verlag, pp. 63-75, 3rd International Conference on Information Systems Design and Intelligent Applications, INDIA 2016, Visakhapatnam, India, 8/01/16. https://doi.org/10.1007/978-81-322-2752-6_6

An efficient educational data mining approach to support e-learning. / Appalla, Padmaja; Kuthadi, Venu Madhav; Marwala, Tshilidzi.
Information Systems Design and Intelligent Applications - Proceedings of 3rd International Conference, INDIA 2016. ed. / Suresh Chandra Satapathy; Jyotsna Kumar Mandal; Siba K. Udgata; Vikrant Bhateja. Springer Verlag, 2016. p. 63-75 (Advances in Intelligent Systems and Computing; Vol. 434).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An efficient educational data mining approach to support e-learning

AU - Appalla, Padmaja

AU - Kuthadi, Venu Madhav

AU - Marwala, Tshilidzi

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PY - 2016

Y1 - 2016

N2 - Currently, data mining technique has become popular in online learning environment for learning as this technique works on huge amount of dataset. There are several e-learning systems which are based on the classroom, providing the natural interface of human-computer and the communication among to multimodality, and the computing technology of integrated pervasive in the classroom. The pervasive computing for the development of some of the requirements is being raised for system openness, scalability and extensibility. Everyone could access the materials of learning from anywhere with the help of internet. Increased access of users also leads to security requirements and higher efficiency in data retrieval. To address these concerns, we propose an educational data mining approach and OTP system for improving the efficiency of data retrieval and security. This system provides more accuracy in data mining and secure data transmission.

AB - Currently, data mining technique has become popular in online learning environment for learning as this technique works on huge amount of dataset. There are several e-learning systems which are based on the classroom, providing the natural interface of human-computer and the communication among to multimodality, and the computing technology of integrated pervasive in the classroom. The pervasive computing for the development of some of the requirements is being raised for system openness, scalability and extensibility. Everyone could access the materials of learning from anywhere with the help of internet. Increased access of users also leads to security requirements and higher efficiency in data retrieval. To address these concerns, we propose an educational data mining approach and OTP system for improving the efficiency of data retrieval and security. This system provides more accuracy in data mining and secure data transmission.

KW - JSM

KW - OTP

KW - RSA

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M3 - Conference contribution

AN - SCOPUS:84958999096

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T3 - Advances in Intelligent Systems and Computing

SP - 63

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BT - Information Systems Design and Intelligent Applications - Proceedings of 3rd International Conference, INDIA 2016

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A2 - Mandal, Jyotsna Kumar

A2 - Udgata, Siba K.

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PB - Springer Verlag

T2 - 3rd International Conference on Information Systems Design and Intelligent Applications, INDIA 2016

Y2 - 8 January 2016 through 9 January 2016

ER -

Appalla P, Kuthadi VM, Marwala T. An efficient educational data mining approach to support e-learning. In Satapathy SC, Mandal JK, Udgata SK, Bhateja V, editors, Information Systems Design and Intelligent Applications - Proceedings of 3rd International Conference, INDIA 2016. Springer Verlag. 2016. p. 63-75. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-81-322-2752-6_6

An efficient educational data mining approach to support e-learning

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this