AI Tutor: Transforming Education with Intelligent Learning
This poster presents an AI-powered intelligent tutoring system to enhance programming education through personalized and adaptive learning experiences. Using Generative AI, Machine Learning, and Natural Language Processing (NLP), our AI Tutor dynamically adjusts instructional content to match studen...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
LibraryPress@UF
2025-05-01
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| Series: | Proceedings of the International Florida Artificial Intelligence Research Society Conference |
| Subjects: | |
| Online Access: | https://journals.flvc.org/FLAIRS/article/view/138666 |
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| _version_ | 1849725509364088832 |
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| author | Fazel Keshtkar Sebastian Chalarca Giulio Bardelli Allan Ilyasov Sebastian Torres Syed Ahmad Chan Bukhari |
| author_facet | Fazel Keshtkar Sebastian Chalarca Giulio Bardelli Allan Ilyasov Sebastian Torres Syed Ahmad Chan Bukhari |
| author_sort | Fazel Keshtkar |
| collection | DOAJ |
| description | This poster presents an AI-powered intelligent tutoring system to enhance programming education through personalized and adaptive learning experiences. Using Generative AI, Machine Learning, and Natural Language Processing (NLP), our AI Tutor dynamically adjusts instructional content to match student needs, providing real-time feedback and a more interactive learning experience. The system integrates a chat-based interface that fosters seamless interaction, maintains learning context, and delivers personalized responses. Built on LangChain and Retrieval-Augmented Generation (RAG), the AI Tutor improves response accuracy and coherence, making it a powerful tool for programming education.
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| format | Article |
| id | doaj-art-e7dfb172999b49eba3f349b6cf363ef8 |
| institution | DOAJ |
| issn | 2334-0754 2334-0762 |
| language | English |
| publishDate | 2025-05-01 |
| publisher | LibraryPress@UF |
| record_format | Article |
| series | Proceedings of the International Florida Artificial Intelligence Research Society Conference |
| spelling | doaj-art-e7dfb172999b49eba3f349b6cf363ef82025-08-20T03:10:27ZengLibraryPress@UFProceedings of the International Florida Artificial Intelligence Research Society Conference2334-07542334-07622025-05-0138110.32473/flairs.38.1.138666AI Tutor: Transforming Education with Intelligent LearningFazel KeshtkarSebastian Chalarca0Giulio Bardelli 1Allan Ilyasov2Sebastian Torres3Syed Ahmad Chan Bukhari4St. John's UniversitySt. John's UniversitySt. John's UniversitySt. John's UniversitySt. John's UniversityThis poster presents an AI-powered intelligent tutoring system to enhance programming education through personalized and adaptive learning experiences. Using Generative AI, Machine Learning, and Natural Language Processing (NLP), our AI Tutor dynamically adjusts instructional content to match student needs, providing real-time feedback and a more interactive learning experience. The system integrates a chat-based interface that fosters seamless interaction, maintains learning context, and delivers personalized responses. Built on LangChain and Retrieval-Augmented Generation (RAG), the AI Tutor improves response accuracy and coherence, making it a powerful tool for programming education. https://journals.flvc.org/FLAIRS/article/view/138666AI Tutor, Education, Programming, Generative AI, LLMs, Topic Modeling |
| spellingShingle | Fazel Keshtkar Sebastian Chalarca Giulio Bardelli Allan Ilyasov Sebastian Torres Syed Ahmad Chan Bukhari AI Tutor: Transforming Education with Intelligent Learning Proceedings of the International Florida Artificial Intelligence Research Society Conference AI Tutor, Education, Programming, Generative AI, LLMs, Topic Modeling |
| title | AI Tutor: Transforming Education with Intelligent Learning |
| title_full | AI Tutor: Transforming Education with Intelligent Learning |
| title_fullStr | AI Tutor: Transforming Education with Intelligent Learning |
| title_full_unstemmed | AI Tutor: Transforming Education with Intelligent Learning |
| title_short | AI Tutor: Transforming Education with Intelligent Learning |
| title_sort | ai tutor transforming education with intelligent learning |
| topic | AI Tutor, Education, Programming, Generative AI, LLMs, Topic Modeling |
| url | https://journals.flvc.org/FLAIRS/article/view/138666 |
| work_keys_str_mv | AT fazelkeshtkar aitutortransformingeducationwithintelligentlearning AT sebastianchalarca aitutortransformingeducationwithintelligentlearning AT giuliobardelli aitutortransformingeducationwithintelligentlearning AT allanilyasov aitutortransformingeducationwithintelligentlearning AT sebastiantorres aitutortransformingeducationwithintelligentlearning AT syedahmadchanbukhari aitutortransformingeducationwithintelligentlearning |