School of Philosophy and Government, Shaanxi Normal University, Xi'an 710062, China.
Xi'an Peihua University, Xi'an 710125, China.
Comput Intell Neurosci. 2022 Aug 16;2022:4543851. doi: 10.1155/2022/4543851. eCollection 2022.
Systems theory and Marxist philosophy are inextricably linked. Systems theory and Marxist philosophy are both methodologies in a sense and share the perspective of movement and development. The system theory is also embodied in the Marxist philosophy's conceptions of nature, social history, and epistemology. Studying the system theory in Marxist philosophy will undoubtedly benefit from having a solid understanding of the connection between system theory and that philosophy. It has become crucial to enhance the quality of instruction by analyzing student learning data and providing constructive criticism for teaching methods. The students' learning data from the course teaching Marxist philosophy and systems theory were mined and analyzed based on the Apriori algorithm, and strong association rules between the course teaching contents were generated. We can determine the challenging teaching material that has an impact on students' performance through the analysis of these generation rules, enabling teachers to use this feedback information to enhance their pedagogical approaches.
系统理论与马克思主义哲学紧密相连。从某种意义上说，系统理论和马克思主义哲学都是方法论，它们都具有运动和发展的观点。系统理论也体现在马克思主义哲学的自然观、社会历史观和认识论中。在马克思主义哲学中研究系统理论，无疑需要对系统理论与哲学之间的联系有一个坚实的理解。通过分析学生的学习数据为教学方法提供建设性的批评，提高教学质量已经变得至关重要。基于 Apriori 算法，挖掘和分析了马克思主义哲学和系统理论课程的学生学习数据，并生成了课程教学内容之间的强关联规则。通过分析这些生成规则，可以确定对学生表现有影响的具有挑战性的教材，使教师能够利用这些反馈信息来改进他们的教学方法。
