Abstract In today’s world, optimization problems are becoming increasingly prominent, and the progress in optimization technologies can not only bring considerable economic benefits but also highlight their outstanding social value, making significant contributions to the sustainable development of the ecological environment. Due to their educational positioning and disciplinary development needs, local application-oriented universities tend to overlook the optimization and development of... In today’s world, optimization problems are becoming increasingly prominent, and the progress in optimization technologies can not only bring considerable economic benefits but also highlight their outstanding social value, making significant contributions to the sustainable development of the ecological environment. Due to their educational positioning and disciplinary development needs, local application-oriented universities tend to overlook the optimization and development of ideological and political theory courses in their growth, leading to lagging reforms in ideological and political education and suboptimal teaching outcomes. To enhance the teaching effects in local application-oriented universities, it is essential to scientifically design class contents, actively carry out practical teaching, adapt to the needs of the times, build an “Internet + Courses” online teaching platform, and continuously innovate teaching modes of courses. Read More Read Less

Abstract Integrating the traditional advantages of promoting theory and education courses and information technology is necessary for educational development. Achieving true “teaching based on individual differences” requires the scientific application of educational big data. This paper uses association rule mining technology to start from the demand for student task point learning management in the current personalized learning platform system. It analyzes... Integrating the traditional advantages of promoting theory and education courses and information technology is necessary for educational development. Achieving true “teaching based on individual differences” requires the scientific application of educational big data. This paper uses association rule mining technology to start from the demand for student task point learning management in the current personalized learning platform system. It analyzes the current status and research trends of personalized learning and association rules. Then, it discusses the principles, advantages and disadvantages of the classic Apriori algorithm and proposes an improved algorithm. Finally, the feasibility and actual effects of the algorithm are verified through simulations on the learning platform system, providing certain assistance for future research on theory and educational courses. Read More Read Less

Abstract With the continuous development of educational technology, English-flipped classrooms, as a new teaching model, have been widely applied in education. Due to physical conditions or other reasons, students in special education schools have poor adaptability to traditional teaching models. Therefore, applying English-flipped classrooms in special education schools is of great significance. This article explores the needs and feedback of students... With the continuous development of educational technology, English-flipped classrooms, as a new teaching model, have been widely applied in education. Due to physical conditions or other reasons, students in special education schools have poor adaptability to traditional teaching models. Therefore, applying English-flipped classrooms in special education schools is of great significance. This article explores the needs and feedback of students towards English-flipped classrooms in the context of special education, as well as the impact of resource integration on the effectiveness of English-flipped classrooms, based on a survey analysis of English-flipped classrooms integrated with special education resources. A questionnaire survey analysed the role of English-flipped classrooms in students’ learning interest, learning efficiency, and English oral expression ability, and suggestions for optimizing English-flipped classrooms were proposed. Read More Read Less

Abstract This study aims to use the computer-intelligent particle swarm algorithm to optimize the development model of traditional ethnic sports. By analyzing the characteristics and problems of the development of traditional ethnic sports, combined with the advantages of the particle swarm algorithm, an optimization model was constructed, and an empirical study was carried out. The model for applying the particle swarm... This study aims to use the computer-intelligent particle swarm algorithm to optimize the development model of traditional ethnic sports. By analyzing the characteristics and problems of the development of traditional ethnic sports, combined with the advantages of the particle swarm algorithm, an optimization model was constructed, and an empirical study was carried out. The model for applying the particle swarm algorithm to optimize the development of traditional ethnic sports was proposed. In the model construction, the development problems of traditional ethnic sports were transformed into an optimization problem. The model was solved using the particle swarm algorithm’s search and optimization capabilities, and an optimal decision scheme was obtained. The computer-intelligent particle swarm algorithm can scientifically and effectively solve the problems faced by the development of traditional ethnic sports. Read More Read Less