2016 International Conference on Data Mining and Advanced Computing (SAPIENCE) 2016
DOI: 10.1109/sapience.2016.7684113
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A Review on Data Mining techniques and factors used in Educational Data Mining to predict student amelioration

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Cited by 45 publications
(30 citation statements)
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“…DM is generally have been used in commercial fields. Many researchers stated these days, there are a huge focus in applying the applications of data mining techniques in the education sectors [11]. There are several recognized (DM) algorithms classification like decision trees, Bayes nets, and MLP, which are applied to predict the achievements of the students [12].…”
Section: Data Mining (Dm)mentioning
confidence: 99%
See 1 more Smart Citation
“…DM is generally have been used in commercial fields. Many researchers stated these days, there are a huge focus in applying the applications of data mining techniques in the education sectors [11]. There are several recognized (DM) algorithms classification like decision trees, Bayes nets, and MLP, which are applied to predict the achievements of the students [12].…”
Section: Data Mining (Dm)mentioning
confidence: 99%
“…For example, e-learning platforms that has capabilities and the needed methods to explore a raw dataset from the student's usage, in order to process these data to create a prediction and perform a better understanding of the learning patterns. [11] In order to create an educational data mining process we need three types of users 1-a students to interact with the proposed platforms, 2-an educator or supervisor to design and plan how the scientific materials can be delivered to the students through there platforms, 3-an educational environment to be used by both students and faculty members to exchange the academic courses.…”
Section: Bmentioning
confidence: 99%
“…In [1] a valuable survey work on data mining has been provided. The authors have discussed the EDM as a hopeful research [16] field and some particular advancement that are not provided by other fields. In another work [12], a case study is provided, in which educational data mining has been used to examine the learning behaviour of students.…”
Section: Related Workmentioning
confidence: 99%
“…All outliers had been detected for analysis and finally, the student"s records are presented with the knowledge discovered to enhance the overall performance of the students. A valuable and efficient review work has been done by the authors in [16]. The paper has discussed various concepts and techniques involved in EDM.…”
Section: Related Workmentioning
confidence: 99%
“…Some additional training samples are also generated and added to the new training set of samples. The review work given in [4] has provided valuable information about the various classification models that are incorporated in the field of Educational Data Mining, for analyzing the student's academic performance and improve their results, in such a way improving the overall reputation of the educational institution. In a different way, tuned J48 classification model has been described in [5].…”
Section: Related Workmentioning
confidence: 99%