AI ENHANCED YOUTUBE LEARNING
Abstract & Details
Research Area
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
Keywords
Large language model
transcript
Abstract
Now a days You-tube is a popular platform. Students often navigate to you-tube for educational videos. But you-tube is overloaded with its content and includes paid promotions which makes learner difficult to navigate. This study proposes a system which makes easy for a user to navigate through you-tube for learning purpose. This system mainly divided into three components. firstly, the video provided by the user (using you-tube URL) is converted into summarized notes. secondly, the system offers a query mechanism where user can get their questions solved regarding the topics in the video. Finally, the system provides an assessment derived from the video content to help users gauge their understanding. For achieving all these objectives, LLAMA-2 and T5 models are used. LLAMA-2 is a pretrained model. T5 is trained using Race and Squad datasets. For generation of multiple-choice question and answer and generation of distractor Squad and Race are used respectively
License
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | T M TAHER | BANGALORE INSTITUTE OF TECHNOLOGY |
| 2 | VJIAYA CHANDU SHREE | BANGALORE INSTITUTE OF TECHNOLOGY |
| 3 | ZAIN AHAMED | BANGALORE INSTITUTE OF TECHNOLOGY |
| 4 | RAMYA REDDY | BANGALORE INSTITUTE OF TECHNOLOGY |
| 5 | SAHANA M | BANGALORE INSTITUTE OF TECHNOLOGY |
How to Cite
Use the following formats to cite this article in your research.
APA Style
TAHER, T M, SHREE, VJIAYA CHANDU, AHAMED, ZAIN, REDDY, RAMYA, & M, SAHANA (2024). AI ENHANCED YOUTUBE LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 2644-2650.
MLA Style
TAHER, T M, et al. "AI ENHANCED YOUTUBE LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 2644-2650.
IEEE Style
T M TAHER, VJIAYA CHANDU SHREE, ZAIN AHAMED, RAMYA REDDY, and SAHANA M, "AI ENHANCED YOUTUBE LEARNING," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 2644-2650, 2024.
Vancouver Style
TAHER T M, SHREE VJIAYA CHANDU, AHAMED ZAIN, REDDY RAMYA, M SAHANA. AI ENHANCED YOUTUBE LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):2644-2650.
Harvard Style
TAHER, T M, SHREE, VJIAYA CHANDU, AHAMED, ZAIN, REDDY, RAMYA, & M, SAHANA (2024) 'AI ENHANCED YOUTUBE LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 2644-2650.
Chicago Style
TAHER, T M, et al. "AI ENHANCED YOUTUBE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 2644-2650.
Turabian Style
TAHER, T M, et al. "AI ENHANCED YOUTUBE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 2644-2650.
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