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Title: :  A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE
PaperId: :  1522
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 1 Issue 5 2015
DUI:    16.0415/IJARIIE-1522
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
SANJEEV GOURL.B.S.COLLEGE OF PROFESSIONAL STUDIES,HARDA

Abstract

COMPUTER SCIENCE,DATA MINING.
Educational Data Mining, Classification, Decision Tree/Rules.
The main objective of this paper is an attempt to use data mining methodologies to study and try to analyze and predict the student’s performance in the courses in any educational Institution, also using data mining processes, particularly classification, to help in enhancing the educational institutions by evaluating and classifying student data to study the main attributes that may affect the student performance in courses. It present an approach to classifying students in order to predict their final grade based on certain features extract from educational data bases which are collected from an Institutes . It included student’s academic as well as personal characteristics attributes which influence the performance of student and also help to predict the result whether he/she can get admitted or not in particular course . For this purpose, ESTARD DATA MINER V3.0 software is used for mining student related academic data. In this study we used supervised real dataset from an academic Institution. This experimental study show how the academic and personal attributes and both together of any student help to make better decision about any educational policies like which students are most likely are eligible to take admission in any course, which one will get what grades in any course on the basis of their Academic and Personal Characteristics collected as a Database.

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IJARIIE SANJEEV GOUR. "A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE" International Journal Of Advance Research And Innovative Ideas In Education Volume 1 Issue 5 2015 Page 808-815
MLA SANJEEV GOUR. "A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE." International Journal Of Advance Research And Innovative Ideas In Education 1.5(2015) : 808-815.
APA SANJEEV GOUR. (2015). A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE. International Journal Of Advance Research And Innovative Ideas In Education, 1(5), 808-815.
Chicago SANJEEV GOUR. "A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE." International Journal Of Advance Research And Innovative Ideas In Education 1, no. 5 (2015) : 808-815.
Oxford SANJEEV GOUR. 'A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE', International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 5, 2015, p. 808-815. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A__STUDY_OF_STUDENT’S_ACADEMIC_PERFORMANCE_USING_DECISION_TREE_ijariie1522.pdf (Accessed : 03 April 2016).
Harvard SANJEEV GOUR. (2015) 'A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE', International Journal Of Advance Research And Innovative Ideas In Education, 1(5), pp. 808-815IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A__STUDY_OF_STUDENT’S_ACADEMIC_PERFORMANCE_USING_DECISION_TREE_ijariie1522.pdf (Accessed : 03 April 2016)
IEEE SANJEEV GOUR, "A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE," International Journal Of Advance Research And Innovative Ideas In Education, vol. 1, no. 5, pp. 808-815, Nov-Dec 2015. [Online]. Available: http://ijariie.com/AdminUploadPdf/A__STUDY_OF_STUDENT’S_ACADEMIC_PERFORMANCE_USING_DECISION_TREE_ijariie1522.pdf [Accessed : 03 April 2016].
Turabian SANJEEV GOUR. "A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 1 number 5 (03 April 2016).
Vancouver SANJEEV GOUR. A STUDY OF STUDENT’S ACADEMIC PERFORMANCE USING DECISION TREE. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2015 [Cited : 03 April 2016]; 1(5) : 808-815. Available from: http://ijariie.com/AdminUploadPdf/A__STUDY_OF_STUDENT’S_ACADEMIC_PERFORMANCE_USING_DECISION_TREE_ijariie1522.pdf
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