Applied Mathematics and Nonlinear Sciences
Journal license

Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 10, Issue 1


Published
on

February 27, 2025


Pages


DOI

Article

E-learning Based Data Mining System for Chinese Teaching Information


Authors

Shujing Han Affiliation:
Faculty of International Business and Tourism Management, Ningbo Polytechnic, Ningbo 315800, China
, Suwei Gao Affiliation:
Research Institute of China Rural Policy and Practice, Ningbo University, Ningbo 315211, China.
and Tianhe Yin Affiliation:
School of Statistics and Data Science, Ningbo University of Technology, Ningbo 315211, China


Abstract

The impact of big data and Internet of Things(IoT) technologies has thrown off the equilibrium in the atmosphere around Chinese language instruction. This paper presents an approach to studying an E-learning-based data mining system for Chinese language teaching information, which leverages E-learning to obtain intelligent data and improve teaching flexibility. It also introduces IoT and data mining into Chinese language teaching. The data generated throughout the procedural assessment process is carefully examined using data mining to ascertain whether a teacher's procedural evaluation in Chinese education is satisfactory. One artificial intelligence strategy is data mining, which, through reviewing the interdependencies and mutual restrictions among different elements in Chinese teaching, creates and executes a new ecological environment of information sharing, high-quality instruction, and tailored learning. Ultimately, using the constructed ecological environment's practical application, the experimental results demonstrate that, in contrast to specific other teaching approaches currently in use, the method can assist students in revising their conceptions, strategies, and contents related to learning Chinese, encourage their curiosity and initiative in the process, and ultimately enhance their Chinese learning impact and application capacity.


Keywords

big data, system design, data mining, Internet of things, university Chinese instruction, E-learning, 68P01


Citation

Han, S., Gao, S., & Yin, T. (2025). E-learning based data mining system for chinese teaching information. Applied Mathematics and Nonlinear Sciences, 10(1). https://doi.org/10.2478/amns-2025-0103

Published by: Engineering Journals

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