Research Article
Online Teaching Method of Biochemistry Course of Nursing Specialty Based on Association Rules
@INPROCEEDINGS{10.1007/978-3-031-21161-4_51, author={Jin Chen and Kai Yang and Ying Pang and Menglai Shen and Ping Liu and Jie Lu}, title={Online Teaching Method of Biochemistry Course of Nursing Specialty Based on Association Rules}, proceedings={e-Learning, e-Education, and Online Training. 8th EAI International Conference, eLEOT 2022, Harbin, China, July 9--10, 2022, Proceedings, Part I}, proceedings_a={ELEOT}, year={2023}, month={3}, keywords={Association rules Nursing specialty Biochemistry course Online teaching method}, doi={10.1007/978-3-031-21161-4_51} }- Jin Chen
Kai Yang
Ying Pang
Menglai Shen
Ping Liu
Jie Lu
Year: 2023
Online Teaching Method of Biochemistry Course of Nursing Specialty Based on Association Rules
ELEOT
Springer
DOI: 10.1007/978-3-031-21161-4_51
Abstract
The content of biochemistry course of nursing specialty is relatively abstract, which is difficult for students to understand and has low learning enthusiasm. In order to improve students’ learning enthusiasm and improve the overall teaching effect, an online teaching method of biochemistry course of nursing specialty based on association rules was studied. The problems existing in online teaching are summarized and analyzed. Based on the existing problems and on the basis of in-depth understanding of data mining theory, association rules algorithm is applied to online learning behavior analysis, online examination score analysis, teaching resource recommendation and teaching quality evaluation to mine the hidden and useful knowledge in teaching data and realize the effective combination of teaching and learning in online teaching. The test results show that under the application of this method, the accuracy of course recommendation is maintained at about 80%, which improves the overall teaching effect.
