Downloads: 111 | Views: 247
Survey Paper | Information Technology | India | Volume 3 Issue 12, December 2014 | Popularity: 6.6 / 10
Survey Report on: EDM for Prediction of Academic Trends & Patterns
Trupti S. Diwan, Bharati Dixit
Abstract: Predicting student failure at school has changed into a difficult challenge due to both the large number of factors that can affect the reduced performance of students and the imbalanced nature of these kinds of datasets. This paper surveys the two elements needed to make prediction on Students Academic Performances which are parameters and methods. This paper also proposes a framework for predicting the performance of engineering students. Genetic programming can be used to predict student failure/success. Ranking algorithm is used to rank students according to their credit points. The framework can be used as a basis for the system implementation & prediction of Students Academic Performance in Higher Learning Institute.
Keywords: Classification, Educational data mining, Student failure, Grammar-based genetic programming
Edition: Volume 3 Issue 12, December 2014
Pages: 610 - 612
Make Sure to Disable the Pop-Up Blocker of Web Browser
Similar Articles
Downloads: 1 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Research Paper, Information Technology, United States of America, Volume 12 Issue 11, November 2023
Pages: 401 - 407Revolutionizing Liver Disease Diagnosis: AI-Powered Detection and Diagnosis
Mayur Rele, Dipti Patil
Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙2
New Innovation and Idea, Information Technology, India, Volume 12 Issue 5, May 2023
Pages: 1078 - 1084Tomato Plant Diseases Detection and Classification
Sameh Mohammed Abdo Khaled
Downloads: 2 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Informative Article, Information Technology, India, Volume 10 Issue 5, May 2021
Pages: 1347 - 1352Streamlining Document Management and Artwork Production with Advanced NLP and Deep Learning Techniques
Saandeep Sreerambatla
Downloads: 3 | Weekly Hits: ⮙1 | Monthly Hits: ⮙1
Student Project, Information Technology, Zimbabwe, Volume 12 Issue 6, June 2023
Pages: 694 - 699Road Traffic Prioritization using Image Processing
Brighton C. Berejena, Fungayi D. Mukoko
Downloads: 3 | Weekly Hits: ⮙3 | Monthly Hits: ⮙3
Research Paper, Information Technology, United States of America, Volume 12 Issue 4, April 2023
Pages: 1852 - 1954Leverage Azure Purview and Accelerate Co-Pilot Adoption
Laxminarayana Korada