Key Technology Analysis and Educational Application Research of Question Answering System under the Background of ChatGPT
- DOI
- 10.2991/978-94-6463-300-9_42How to use a DOI?
- Keywords
- AI; ChatGPT; Question-Answering system; LLM; Education
- Abstract
The advent of advanced artificial intelligence(AI) models such as ChatGPT has brought a transformative impact on various sectors, with the field of education being a notable one. Given the system’s impressive efficiency and accuracy in answering questions, ChatGPT has garnered significant attention as a prospective tool for knowledge acquisition and learning tutoring. Traditional educational methodologies, while effective in many respects, exhibit certain limitations, particularly in personalized learning and scalability. These limitations underline the necessity for innovative solutions, a role that AI-powered question answering systems like ChatGPT are well-positioned to fulfill. This review aims to delve into an in-depth evaluation of the potential and applications of question answering systems in the educational landscape. The objective is not merely to identify the possibilities, but also to thoroughly investigate the key technologies and methodologies underpinning these systems. From machine learning(ML) algorithms and natural language processing to user interaction design and data privacy safeguards, various facets of these question answering systems will be examined.
- Copyright
- © 2023 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Xinhan Pan PY - 2023 DA - 2023/11/27 TI - Key Technology Analysis and Educational Application Research of Question Answering System under the Background of ChatGPT BT - Proceedings of the 2023 International Conference on Image, Algorithms and Artificial Intelligence (ICIAAI 2023) PB - Atlantis Press SP - 410 EP - 418 SN - 2352-538X UR - https://doi.org/10.2991/978-94-6463-300-9_42 DO - 10.2991/978-94-6463-300-9_42 ID - Pan2023 ER -