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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Vydané v:2023 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES) s. 1 - 7
Hlavní autori: V, Dunusinghe A., A, Ranasinghe T. K. S., H, Gamage J. G. A. C., T, Perera K. G. D., Thelijjagoda, Samantha, Gunatilake, Poojani
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: IEEE 14.12.2023
Predmet:
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
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Popis
Shrnutí: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