Design of knowledge graph-based resource recommendation system and its application to medical sensor teaching
10.19745/j.1003-8868.2024201
- VernacularTitle:基于知识图谱的资源推荐系统设计及其在医用传感器课程教学中的应用
- Author:
Yi-Fan LIU
1
;
Meng DAI
;
Feng FU
Author Information
1. 空军军医大学军事生物医学工程学系,陕西省生物电磁检测与智能感知重点实验室,西安 710032
- Keywords:
knowledge graph;
medical sensor course;
teaching resource retrieval;
biomedical engineering;
teaching resource recommendation system
- From:
Chinese Medical Equipment Journal
2024;45(10):93-97
- CountryChina
- Language:Chinese
-
Abstract:
The characteristics of medical sensor courses and the common problems in traditional teaching methods were introduced.A design idea was proposed for a resource recommendation system based on knowledge graph,and its implemen-tation strategy was elaborated in terms of teaching resource collection,knowledge graph construction and knowledge graph-based recommendation algorithm realization.The system designed underwent feasiliby analysis and application efficacy evaluation,which met the requirements of the student-oriented teahing mode,shortened the time for teaching resouce collec-tion,enhanced standent satisfaction and provided references to design teaching resource recommendation systems for similar courses.[Chinese Medical Equipment Journal,2024,45(10):93-97]
