Role of Fuzzy Set in Students’ Performance Prediction
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2016, Vol 18, Issue 2
Abstract
Abstract: We can use educational data mining to predict student’ performance on the basis of different attribute. In this paper, the classification task is used to predict the result of students. Decision tree (DT) learning is one of the most famous practical methods for analytical study. We use DT as prediction method inthis paper. In this paper we propose a model using fuzzy set to predict more accurate result.Fuzzy logic brings in an improvement of analysis aspects due to the elasticity of fuzzy sets formalism. Therefore, we proposed a decision tree on fuzzy set data, which combines ID3 with fuzzy theory.The results are compared to some other popular classification algorithms.
Authors and Affiliations
Mrs. Jyoti Upadhyay , Dr. Pratima Gautam
Keywords
Related Articles
- EP ID EP101387
- DOI -
- Views 110
- Downloads 0
Positional Prediction of Individuals Present In a Crime Scene
Abstract: The scientific study/interpretation of bloodstain patterns at a crime scene, provide invaluable evidence for sequencing, reconstruction of events that might have occurred at the crime scene. the authors have tr...
A Survey on Privacy Preserving Data Mining Techniques
Abstract: Data mining is the extraction of the important patterns or information from large amount of data, which is used for decision making in future work. But the process of data collection and data dissemination may...
Implementation of Various Cryptosystem Using Chaos
Cryptography is the science of secret codes, enabling the confidentiality of communication through an insecure channel to make the system more complex and robust Chaos is applied in the various cryptographic a...
Accident Detection and Surveillance System using Wireless Technologies
Abstract: The symbiosis between communication technologies and vehicles offers opportunity to improve assistance to people injured in traffic accidents, by providing information about the accident to reduce the res...
A Survey on Enhancing Routing using NCPR in Mobile Ad hoc Networks
Abstract: Mobile Ad hoc Network (MANET) is collection of wireless mobile hosts (or nodes) that are free to move in any directions at any speed. This nature of MANET’s leads to periodic link breakage, which in turn...