Research on the Mechanism of Intelligent Education Enabled by Natural Language Processing Technology
- DOI
- 10.2991/978-94-6463-238-5_35How to use a DOI?
- Keywords
- NLP Technology; Intelligent Education; Circulation Mechanism; Deep Learning
- Abstract
The development of computer technology and AI computing power has created conditions for the deep integration of natural language processing technology and education. Natural language processing technology is capable of text retrieval and extraction, text classification, intelligent question and answer, text generation and machine translation, which can help improve the synergy and sustainability of intelligent development in education. This paper proposes the “NLP + Education” enabling model based on a double-circle mechanism, taking intelligent education stakeholders, technology enabling interfaces, technology enabling platforms, technology entry and infrastructures as enabling indicators, through the technical implementation path of education intelligence and the user access path of intelligent education stakeholder, a bidirectional cycle of internal and external linkage will be generated, this will help to create an innovative mechanism for transforming education based on natural language processing technology. Additionally, this paper also provides some references and suggestions for the challenges that natural language processing technology may face, such as manpower shortage, technical barriers, resource constraints and so on.
- Copyright
- © 2024 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 - Yueran Zhang PY - 2023 DA - 2023/09/26 TI - Research on the Mechanism of Intelligent Education Enabled by Natural Language Processing Technology BT - Proceedings of the 2023 4th International Conference on Big Data and Informatization Education (ICBDIE 2023) PB - Atlantis Press SP - 257 EP - 267 SN - 1951-6851 UR - https://doi.org/10.2991/978-94-6463-238-5_35 DO - 10.2991/978-94-6463-238-5_35 ID - Zhang2023 ER -