| Title: | GPT teaching assistant as a tool for improving teacher-student interaction |
| Keywords: | GPT knowledge base formation assistant bot educational process OpenAI neural networks in education Neuroteacher neural language models neural network systems teacher quasi-model индекс FAISS бот-ассистент квазимодель учителя формирование базы знаний образовательный процесс нейронные сети в обучении нейронные языковые модели нейросетевые системы |
| Issue Date: | 2024 |
| Citation: | Krochin, A. L. GPT teaching assistant as a tool for improving teacher-student interaction / A. L. Krochin, L. A. Krochin, S. Spitsin // Информационные технологии и нанотехнологии (ИТНТ-2024) : сб. тр. по материалам X Междунар. конф. и молодеж. шк. (г. Самара, 20-24 мая 2024 г.): в 6 т. / М-во науки и высш. образования Рос. Федерации, Самар. нац. исслед. ун-т им. С. П. Королева (Самар. ун-т). - Самара : Изд-во Самар. ун-та, 2024. - Т. 3: Искусственный интеллект : под ред. А. В. Никонорова, 2024. - С. 032792. |
| Abstract: | Neural network systems have recently been used for various purposes. However, direct application in the educational process, as practice shows, is difficult. The authors propose and implement a new ideology for the use of neural networks in teaching. Using chunking technologies in the neural network-lecturer dialogue ensures the creation of a quasi-model of a real teacher. This approach provides significant savings in tokens, optimization of the knowledge base volume by limiting only relevant chunks, and limiting the time consumption of communication with the system. |
| URI: | http://repo.ssau.ru/jspui/handle/123456789/12466 |
| Appears in Collections: | Информационные технологии и нанотехнологии |
Files in This Item:
| File | Size | Format | |
|---|---|---|---|
| 978-5-7883-2080-9_2024-032792.pdf | 247.78 kB | Adobe PDF | View/Open |
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