Issue |
Wuhan Univ. J. Nat. Sci.
Volume 27, Number 4, August 2022
|
|
---|---|---|
Page(s) | 331 - 340 | |
DOI | https://doi.org/10.1051/wujns/2022274331 | |
Published online | 26 September 2022 |
Computer Science
CLC number: TP 399
Course Intelligent Brain Model Based on Crowd Intelligence
College of Computer and Information Engineering, Jiangxi Normal University, Nanchang 330022, Jiangxi, China
† To whom correspondence should be addressed. E-mail: qh@jxnu.edu.cn
Received:
9
December
2021
The development of artificial intelligence in education promotes the reform of teaching methods in the direction of intelligence and individuation. In this paper, the programming course is taken as an example to propose a curriculum intelligent brain model for open source swarm intelligence based on knowledge graph, and the bootstrapping framework is introduced to try to make the intelligent brain track the frontier like human beings and study several courses vertically. It studies the knowledge of subgraphs fusion of open-source software resources and domain semantics as well as the mining method of potential relationship, so that the intelligent brain can digest knowledge like human, and get through the course horizontally. Finally, knowledge discovery and natural representation based on knowledge graph enable intelligent brain to discover knowledge and solve problems just like human. This study provides new ideas, strategies, and application paths for the construction of knowledge graph based on big data and the integration of heterogeneous knowledge graph.
Key words: educational knowledge map / open-source group wisdom / curriculum wisdom brain / fusion of sub graphs / knowledge discovery
Biography: LIAO Yunyan, female, Master, Associate professor, research direction: in-depth learning, intelligent education. E-mail: 564814243@163.com
Fundation item: Supported by the National Natural Science Foundation of China (61902162, 61862033), the Natural Science Foundation of Jiangxi Province (20202BAB202015), the Teaching Reform Project of Jiangxi Normal University (JXSDJG1946), and Intelligent Teaching of Computer Courses Under the Background of Artificial Intelligence Exploration and Practice(JXSDJG2143)
© Wuhan University 2022
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