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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| Vydáno v: | 2023 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES) s. 1 - 7 |
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| Hlavní autoři: | , , , , , |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
| Vydáno: |
IEEE
14.12.2023
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| Abstract | 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. |
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| AbstractList | 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. |
| Author | A, Ranasinghe T. K. S. H, Gamage J. G. A. C. T, Perera K. G. D. V, Dunusinghe A. Gunatilake, Poojani Thelijjagoda, Samantha |
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| PublicationTitle | 2023 International Conference on Innovative Computing, Intelligent Communication and Smart Electrical Systems (ICSES) |
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| SubjectTerms | 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 |
| Title | AI-Powered Smart and Personalized Education Platform |
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