School of Marxism, Xi'an University, Xi'an 710065, China.
J Environ Public Health. 2022 Aug 31;2022:4594090. doi: 10.1155/2022/4594090. eCollection 2022.
With the development of modern networks and their fast and convenient characteristics, the construction of instructional resources has become the focus of information construction in universities. Based on AI (Artificial intelligence) technology, this paper discusses the software development technology used in the comprehensive management system of IPE instructional resources. According to the application environment and application objects of the system, a comprehensive information management system of IPE instructional resources based on AI technology is constructed. In this paper, a concept similarity algorithm based on semantic similarity and semantic correlation is proposed to calculate the distance between words and establish concept mapping pairs. The semantic analysis of the information input by students is realized, and the proposed concept similarity algorithm is used in the domain ontology knowledge base to search for similar courses and recommend them to students for their choice. The test results show that the stability of this system can reach about 96%, which is about 10% higher than other systems. The comprehensive management system of instructional resources information proposed in this paper will promote educators and learners to find high-quality IPE instructional resources.
随着现代网络的发展及其快速便捷的特点，教学资源建设已成为高校信息建设的重点。本文基于人工智能（AI）技术，探讨了综合教学资源管理系统中使用的软件开发技术。根据系统的应用环境和应用对象，构建了基于 AI 技术的 IPE 教学资源综合信息管理系统。本文提出了一种基于语义相似性和语义相关性的概念相似性算法，用于计算单词之间的距离并建立概念映射对。实现了对学生输入信息的语义分析，并将提出的概念相似性算法应用于领域本体知识库中，搜索相似课程并推荐给学生供其选择。测试结果表明，该系统的稳定性约为 96%，比其他系统高约 10%。本文提出的教学资源信息综合管理系统将促进教育者和学习者找到高质量的 IPE 教学资源。
