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篇名
Research on the Construction and Application of Knowledge Graph of Digital Resources in Vocational Colleges
並列篇名
Research on the Construction and Application of Knowledge Graph of Digital Resources in Vocational Colleges
作者 Yongjun Wei (Yongjun Wei)Qiumi Qin (Qiumi Qin)Caisen Chen (Caisen Chen)Xiaoyu Liu (Xiaoyu Liu)
英文摘要

With the development of digital education, colleges and universities are facing challenges in managing and utilizing digital resources. As an effective way of knowledge organization and representation, Knowledge graph can transform digital resources into structured entities, attributes and relationship forms, and provide personalized learning support and resource recommendation. By analyzing the characteristics, construction status and existing problems of digital resources in vocational colleges, this paper puts forward the overall plan and methods of digital resources knowledge graph construction, including data collection and sorting, knowledge graph construction, verification and optimization, and gives the general process design of knowledge graph construction; Then, this paper discusses the typical application scenarios of digital resources knowledge graph in vocational colleges, such as learning resource recommendation, path planning, teaching assistance and resource sharing; Finally, the challenges in this field, including data quality, knowledge graph updating and maintenance, privacy and security, are discussed, and the future trends and research directions are prospected. The research results are of great significance for promoting the informatization and intelligent development of vocational college education.

 

起訖頁 195-201
關鍵詞 vocational collegesdigital resourcesknowledge graphconstruction methods and processes
刊名 電腦學刊  
期數 202308 (34:4期)
該期刊-上一篇 Method for Predicting and Evaluating Post Earthquake Damage of Urban Buildings Based on Artificial Intelligence Algorithms
該期刊-下一篇 Intelligent Crack Detection and Analysis of Building Walls Based on DeepCrack Network
 

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