Research Article
Development and Maintenance of a Constructive English Learning Platform Based on Neural Network
@INPROCEEDINGS{10.1007/978-3-031-63130-6_70, author={Xia Sheng}, title={Development and Maintenance of a Constructive English Learning Platform Based on Neural Network}, proceedings={Application of Big Data, Blockchain, and Internet of Things for Education Informatization. Third EAI International Conference, BigIoT-EDU 2023, August 29-31, 2023, Liuzhou, China, Proceedings, Part I}, proceedings_a={BIGIOT-EDU}, year={2024}, month={7}, keywords={English learning platform RBF algorithm Constructive promotion of information technology}, doi={10.1007/978-3-031-63130-6_70} }- Xia Sheng
Year: 2024
Development and Maintenance of a Constructive English Learning Platform Based on Neural Network
BIGIOT-EDU
Springer
DOI: 10.1007/978-3-031-63130-6_70
Abstract
Neural networks, especially Recurrent Neural Networks (RNNs) and Long Short Term Memory Networks (LSTMs), are capable of processing and parsing natural language, enabling machines to understand and generate English texts. This is crucial for constructive English learning platforms as it allows them to provide personalized feedback and suggestions based on user inputHowever, from the current situation, there are some problems such as weak pertinence, lack of self adaptability in the selection strategy of test questions, and insufficient analysis ability. The informatization of constructive English learning platform based on RBF algorithm is a new system for English Teaching in the form of interactive games. This is an online game. Players can learn English by playing and interacting. The game consists of multiple levels, each level has its own challenge set, designed by experts. The player starts at the first level and then moves to the next level with his or her further development.
