<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>Computer teaching in colleges and universities under the background of informationization is developing rapidly, but the teaching mode still has more serious problems, and computer teaching reform needs to be emphasized. This paper first proposes solutions to the problems of computer teaching in colleges and universities. Secondly, it uses hierarchical analysis to construct a computer teaching evaluation system model, then carries out educational information data mining through the DMOTE method, and uses C4.5 to optimize the model of DMOTE. Setting up a controlled experiment to analyze the students’ performance after receiving teaching reform, most of the students in the experimental group scored in the two segments of 80-89 and 90 or more, accounting for 60%, and the number of students scoring less than 60 points was less, only 6%. After the reform of the computer model, the students’ performance improvement is more obvious, and the reform effect is good.</p>
</abstract>

Computer teaching in colleges and universities under the background of informationization is developing rapidly, but the teaching mode still has more serious problems, and computer teaching reform needs to be emphasized. This paper first proposes solutions to the problems of computer teaching in colleges and universities. Secondly, it uses hierarchical analysis to construct a computer teaching evaluation system model, then carries out educational information data mining through the DMOTE method, and uses C4.5 to optimize the model of DMOTE. Setting up a controlled experiment to analyze the students’ performance after receiving teaching reform, most of the students in the experimental group scored in the two segments of 80-89 and 90 or more, accounting for 60%, and the number of students scoring less than 60 points was less, only 6%. After the reform of the computer model, the students’ performance improvement is more obvious, and the reform effect is good.

Exploration of Computer Teaching Reform in Colleges and Universities under the Background of Informatization

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

Computer teaching in colleges and universities under the background of informationization is developing rapidly, but the teaching mode still has more serious...

Exploration of Computer Teaching Reform in Colleges and Universities under the Background of Informatization

Published Online: Nov 27, 2023

Page range: -

Received: Jan 03, 2023

Accepted: Jun 07, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01263

Keywords
Data mining, DMOTE model, Computer teaching, Teaching mode reform, Teaching evaluation system

© 2023 Wei Luo et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Exploration of Computer Teaching Reform in Colleges and Universities under the Background of Informatization

Published Online: Nov 27, 2023

Page range: -

Received: Jan 03, 2023

Accepted: Jun 07, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01263

KeywordsData mining, DMOTE model, Computer teaching, Teaching mode reform, Teaching evaluation system

© 2023 Wei Luo et al., published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Data mining, DMOTE model, Computer teaching, Teaching mode reform, Teaching evaluation system