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Home»Articles»Recommender System for Student Performance Using EDM

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Asian Journal of Computer Science and Technology (AJCST)

Editor Dr. K. Ganesh
Print ISSN : 2249-0701
Frequency : Quarterly

Recommender System for Student Performance Using EDM

Author : S. JothiLakshmi and M. Thangaraj
Volume 7 No.3 October-December 2018 pp 53-57

Abstract

Student’s performance plays an important role in an educational institutions and economic growth of society by producing graduates. Educational Data mining algorithms are used to extract the hidden knowledge from the Educational institutions. The recommender system is a special type of information filtering system. This paper provides a recommender system for evaluate student performance that helps the students who need the special attentions.

Keywords

Data Mining, Classification, Student Performance, Recommender, EDM

Full Text:

References

[1] AbeerBadr El Din Ahmed and Ibrahim Sayed Elaraby, “Data Mining: A prediction for Student’s Performance Using Classification Method”, World Journal of Computer Application and Technology, pp. 43-47, 2014.
[2] B. E. D Ahemad and I.S AElarby, “Prediction for student’sperformace using classification Method World Journal of Computer Application and Technology,pp. 43-47 2014.
[3] M. A. Al-Barrak and M. Al-Razgan, “Predicting Students Final GPA Using Decision Trees: A Case Study,” Int. J. Inf. Educ. Technol., Vol. 6, no. 7, pp. 528–533, 2016.
[4] Amirah Mohamed Sahariri, WahidahHusian and Nurainiabdul Rashid, “A Review on predicting student’s performance using Data mining Techniques”,Elesevier,The Third Information Systems International Conference,pp. 414-422 (2015)
[5] Amajad Abu Saa,“Educational Data Mining and Student’s Performance Prediction”, International Journal of Advanced Computer Science and Applications, Vol. 7 No.5, pp. 201624.
[6] G. Arumugam, and S. Suguna, “Predictive Prefetching Framework Based on New Preprocessing Algorithms Towards Latency Reduction”, Asian Journal of Information Technology, Medwell Journals.ISSN: 1682 -3915,2008.
[7] C. Anuradha1 and T. Velmurugan, “A Comparative Analysis on the Evaluation of Classification Algorithms in the Prediction of Students Performance”.
[8] Brijesh Kumar and Saurabh, Indian Journal of Science and Technology,Vol. 8, No. 15,2015.
[9] Brijesh Kumar, Saurabh, Pal, “Mining Educational Data to Analyze student’s performance”, International Journal of Advanced Computer Science and Application,Vol. 2,No.6,2011.
[10] Dorina Kabakchieva, “Student performance by using Data mining Classification Algorithms”, International journal of Computer Science and Management Research, Vol. 1, 2012.
[11] Ellenita Red, T. Tesaionica,Briags“Classification of Students performance in a Learning Management System Using their eLearning Readiness Attributes”, Research Gate,2015.
[12] Han and M. Kamber, “Data mining concepts and Technologies”, Morgan Kaufmann, 2000.
[13] Home, International Educational Data Mining Society. [Online]. Available: http://www.educationaldatamining.org/.
[14] S.Jothilakshmi,Dr.M.Thangaraj, “Design and Development of Recommender System for Target Marketing of Higher Education Institution Using EDM”, International Journal of Applied Engineering Research ISSN 0973-4562, Vol.13, 2018.
[15] Kalpesdh Adhatrao and AdityaGaykar, “Predicting Studnet’s Performance using ID3 and C4.5 classification Algorithms”,International Journal of Data mining &knowledge Management process, Vol. 3, 2013.
[16] T. Mishra, D. Kumar, and Sangeeta Gupta, “Students’ Employability Prediction Model through Data Mining,” International Journal of Applied Engineering Research, Vol. 11, No. 4, pp. 2275-2282, 2016.
[17] B. Minaei-Bidgoli, D. A. Kashy, G. Kortemeyer, and W. F. Punch, “Predicting student performance: an application of data mining methods with an educational Web-based system,” in 33rd Annual Frontiers in Education (FIE 2003), Westminster, CO, 2003.
[18] O. K. Oyedotun, S.N. Tackie, and Ebenezer O. Olaniyi, “Data Mining of Student’sPerformance: Turkish Students as a Case Study,” International Journal of Intelligent Systems and Applications, Vol. 7, No. 9, pp. 20-27, 2015.
[19] ParneetKaur, Manpreetsingh and GurpreetsinghJosan,“Classification and Prediction based data mining algorithms to predict slow learnears in education sector”,Elsevier,Procedia Computer Science, pp. 500-508,2015.
[20] M. Ramaswami and R. Bhaskaran, “A CHAID based performance prediction model in educational data mining,” International Journal of Computer Science, Vol. 7, No. 1, pp. 10-18, 2010.
[21] C. Romero and S. Ventura, “Educational data mining: A survey from 1995 to 2005,” Expert systems with applications, Vol. 33, No. 1, pp. 135-146, 2007.
[22] S. Slater, S. Joksimovic´, V. Kovanovic, R. S. Baker, and D. Gasevic, “Tools for Educational Data Mining: A Review,” Journal of Educational and Behavioral Statistics, 2016.
[23] P. Strecht, L. Cruz, C. Soares, J. Mendes-Moreira, and R. Abreu, “A Comparative Study of Classification and Regression Algorithms for Modelling Students’ Academic Performance,” in International Educational Data Mining Society, pp. 392-395, 2015.
[24] P. Sharma, D. Singh, and A. Singh, “Classification Algorithms on a Large Continuous Random Dataset Using Rapid,” IeeeSpons. 2Nd Int. Conf. Electron. Commun. Syst., no. Icecs, pp. 704–709, 2015.
[25] G.Sujatha, Sindhu,“Predicting student performance using personalized analytics”, International Journal of Pure and Applied Mathematics, Vol. 119, No. 12, pp. 229-238,2018.
[26] E.Venkatesan, S.Selvaragini,“A Study on the result based analysis of student performance using Data mining”,International Journal of Pure and Applied Mathematics, Vol. 116, No. 16,pp. 375-379.2017.
[27] S.K YadavBBharadwaj, and S. Pal, “A comparative study for predicting student’s performance”, International Journal of Innovative Technology &Creative Engineering, Vol. 1, No 12,2012.
[28] S.K.Yadav and S Pal, “A Prediction for Performance improvement of engineering students using classification”, World of Computer Science and Information Technology, Vol. 2, No. 2, pp. 51-56,2012.
[29] B. J. Zimmerman and A. Kitsantas, “Comparing student’s self-discipline and self-regulation measures and their prediction of academic achievement”, Contemporary Educational Psychology, Vol. 39, No. 2, pp. 145-155, 2014.

Asian Journal of Computer Science and Technology is a peer-reviewed international journal that publishes high-quality scientific articles (both theory and practice) and research papers covering all aspects of future computer and Information Technology areas. Topics include, but are not limited to:

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Wireless technology

Student’s performance plays an important role in an educational institutions and economic growth of society by producing graduates. Educational Data mining algorithms are used to extract the hidden knowledge from the Educational institutions. The recommender system is a special type of information filtering system. This paper provides a recommender system for evaluate student performance that helps the students who need the special attentions.

Editor-in-Chief
Dr. K. Ganesh
Global Lead, Supply Chain Management, Center of Competence and Senior Knowledge
Expert at McKinsey and Company, India
[email protected]
Editorial Advisory Board
Dr. Eng. Hamid Ali Abed AL-Asadi
Department of Computer Science, Basra University, Iraq
[email protected]
Dr. Norjihan Binti Abdul Ghani
Department of Information System, University of Malaya, Malaysia
[email protected]
Dr. Christos Bouras
Department of Computer Engineering & Informatics, University of Patras, Greece
[email protected]
Dr. Maizatul Akmar Binti Ismail
Department of Information System, University of Malaya, Malaysia
[email protected]
Dr. Harold Castro
Department of Systems Engineering and Computing, University of the Andes, Colombia
[email protected]
Dr. Busyairah Binti Syd Ali
Department of Software Engineering, University of Malaya, Malaysia
[email protected]
Dr. Sri Devi Ravana
Department of Information system, University of Malaya, Malaysia
[email protected]
Dr. Karpaga Selvi Subramanian
Department of Computer Engineering, Mekelle University, Ethiopia
[email protected]
Dr. Mazliza Binti Othman
Department of Computer System & Technology, University of Malaya, Malaysia
[email protected]
Dr. Chiam Yin Kia
Department of Software Engineering, University of Malaya, Malaysia
[email protected]
Dr. OUH Eng Lieh
Department of Information Systems, Singapore Management University, Singapore
[email protected]

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    Editorial Note

    Editorial Dr. K. Ganesh

    Editor-in-Chief
    Dr. K. Ganesh
    Global Lead, Supply Chain Management, Center of Competence and Senior Knowledge
    Expert at McKinsey and Company, India
    [email protected]
    Editorial Advisory Board
    Dr. Eng. Hamid Ali Abed AL-Asadi
    Department of Computer Science, Basra University, Iraq
    [email protected]
    Dr. Norjihan Binti Abdul Ghani
    Department of Information System, University of Malaya, Malaysia
    [email protected]
    Dr. Christos Bouras
    Department of Computer Engineering & Informatics, University of Patras, Greece
    [email protected]
    Dr. Maizatul Akmar Binti Ismail
    Department of Information System, University of Malaya, Malaysia
    [email protected]
    Dr. Harold Castro
    Department of Systems Engineering and Computing, University of the Andes, Colombia
    [email protected]
    Dr. Busyairah Binti Syd Ali
    Department of Software Engineering, University of Malaya, Malaysia
    [email protected]
    Dr. Sri Devi Ravana
    Department of Information system, University of Malaya, Malaysia
    [email protected]
    Dr. Karpaga Selvi Subramanian
    Department of Computer Engineering, Mekelle University, Ethiopia
    [email protected]
    Dr. Mazliza Binti Othman
    Department of Computer System & Technology, University of Malaya, Malaysia
    [email protected]
    Dr. Chiam Yin Kia
    Department of Software Engineering, University of Malaya, Malaysia
    [email protected]
    Dr. OUH Eng Lieh
    Department of Information Systems, Singapore Management University, Singapore
    [email protected]

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