Proceedings of the 2023 International Conference on Image, Algorithms and Artificial Intelligence (ICIAAI 2023)

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Key Technology Analysis and Educational Application Research of Question Answering System under the Background of ChatGPT

Authors
Xinhan Pan1, *
1The School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China
*Corresponding author. Email: 200110900212@zufe.edu.cn
Corresponding Author
Xinhan Pan
Available Online 27 November 2023.
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.

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Volume Title
Proceedings of the 2023 International Conference on Image, Algorithms and Artificial Intelligence (ICIAAI 2023)
Series
Advances in Computer Science Research
Publication Date
27 November 2023
ISBN
10.2991/978-94-6463-300-9_42
ISSN
2352-538X
DOI
10.2991/978-94-6463-300-9_42How to use a DOI?
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

risenwbib
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  -