Academic Performance Prediction Based on Multisource, Multifeature Behavioral Data
1 Crore Projects is the best project center to get your IEEE 2021 Java Projects . We have 1000 plus project domains and six years of experience. We deliver your project on time at an affordable cost. The Objective of The Project: The main aim of the project is to develop a robust academic performance prediction model, to gain an in depth insight into student behavioral patterns and potentially help students to optimize their interactions with the university Abstract: To identify the real-world campus dataset of college students that aggregates multisource behavioral data covering not only online and offline learning but also behaviors inside and outside of the classroom. The features representing dynamic changes in temporal lifestyle patterns are extracted by the means of long short-term memory. The machine learning-based classification algorithms are developed to predict academic performance The visualized feedback enabling students to potentially optimize their interactions with the ...