TY - GEN
T1 - An efficient educational data mining approach to support e-learning
AU - Appalla, Padmaja
AU - Kuthadi, Venu Madhav
AU - Marwala, Tshilidzi
N1 - Publisher Copyright:
© Springer India 2016.
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
UR - http://www.scopus.com/inward/record.url?scp=84958999096&partnerID=8YFLogxK
U2 - 10.1007/978-81-322-2752-6_6
DO - 10.1007/978-81-322-2752-6_6
M3 - Conference contribution
AN - SCOPUS:84958999096
SN - 9788132227502
T3 - Advances in Intelligent Systems and Computing
SP - 63
EP - 75
BT - Information Systems Design and Intelligent Applications - Proceedings of 3rd International Conference, INDIA 2016
A2 - Satapathy, Suresh Chandra
A2 - Mandal, Jyotsna Kumar
A2 - Udgata, Siba K.
A2 - Bhateja, Vikrant
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 -