AI-Powered Smart and Personalized Education Platform

An AI assistant addresses online education's shortcomings, focusing on personalized learning and career guidance. It provides tailored recommendations, assesses performance, suggests subjects, and crafts learning plans. Objectives include accurate grade prediction, subject stream advice, custom...

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Bibliographic Details
Published in:	2023 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES) pp. 1 - 7
Main Authors:	V, Dunusinghe A., A, Ranasinghe T. K. S., H, Gamage J. G. A. C., T, Perera K. G. D., Thelijjagoda, Samantha, Gunatilake, Poojani
Format:	Conference Proceeding
Language:	English
Published:	IEEE 14.12.2023
Subjects:	career guidance Computer architecture Data analysis Data handling Deep learning Education Engineering profession Focusing learning strategies Machine learning multi-tenancy Online education personalized assessment personalized learning subject stream recommendation
Online Access:	Get full text
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Summary:	An AI assistant addresses online education's shortcomings, focusing on personalized learning and career guidance. It provides tailored recommendations, assesses performance, suggests subjects, and crafts learning plans. Objectives include accurate grade prediction, subject stream advice, customized assessments, and personalized strategies. The study shows data analytics and machine learning forecast grades, while multi-tenancy architecture improves data handling. Personalized assessments consider both academics and soft skills. Machine learning promises accurate subject stream predictions, and engagement detection aids in optimal learning. This AI system holds potential in reshaping online education, but ongoing improvements are vital for enhanced learning.
DOI:	10.1109/ICSES60034.2023.10465439