SPACS: Students’ Performance Analysis and Counseling System using Fuzzy logic and Association Rule Mining
Year: 2016
Type: article
Abstract: Education plays an important role in one's life if the right education and right environment is not provided then it somewhat distract the person from his/her path.In this regard, fuzzy expert system known as SPACS (Students' Performance Analysis and Counselling System) is designed which helps to analyze the students' academic performance by identifying all the critical factors and counsels him/her against those affecting parameters.In this paper, the study highlights on the critical factors that degrades the academic performance of the student based on the some interesting relationships between those factors.The performance of the overall system depends on the accuracy of the fuzzy knowledge base.Hence, association rule mining technique helps to generate the accurate results and also decreases the complexity of the system.
Authors: Ritu Banswal, Vishu Madaan
Institution: Lovely Professional University
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
SDG: Quality education
Open Access status: bronze
OpenAlex ID: W2408378783