Based on a brief analysis of the current situation of university education management and research on intelligent algorithms, this article constructs a university education management system based on big data. For the clustering and prediction modules in higher education management, corresponding algorithms are used for optimization design. A…

In order to avoid students' negative learning mood, contemporary teachers are required to abandon the application of spoon-feeding teaching method in English classroom teaching, adopt micro-class teaching method, highlight the teaching characteristics of being close to the people, and create an efficient, short, and special teaching space to meet…

This study uses questionnaire surveys to examine the real impact of incorporating traditional cultural elements into the practice of ideological and political education in colleges and universities. The integration of traditional cultural elements into these practices is the research object of this paper. It realizes the sharing of teaching…

Kruskal algorithm, as a minimum spanning tree optimization analysis algorithm, has been well used in the field of industrial production to find the optimal parameters. In this study, an interactive teaching platform based on Kruskal algorithm is built based on the ecological aesthetic education theory. Secondly, based on multiple internet of…

The traditional curriculum design methods suffer from issues like outdated content and limited instructional approaches. To address these, this article proposes an optimized curriculum design system that integrates CAD and neural network models. This system enables intelligent curriculum content generation, introduces CAD-assisted instructional…

Massive open online courses (MOOC) constitute an emerging technology for distance and open education while interest in incorporating them in higher education is constantly growing. Due to the free and open access learning opportunities that they offer, they attract an immense number of learners from all over the world. Additionally, because of…