Xiaolin Yao
ABSTRACT
With the deep development of big data and machine learning, the deep integration of information technology and course teaching has become the focus of blended teaching reform research. This paper discusses the construction and application of the multi-modal knowledge graph for undergraduates' mixed teaching, elaborates the methods and main steps of the construction of the multi-modal knowledge graph, and designs and implements the classroom teaching application based on the course knowledge graph. In order to improve the disadvantage that the traditional knowledge graph is only presented in the form of text, this paper focuses on collecting multi-modal resources in the form of pictures, audio, video and so on, and integrates them into a multi-modal knowledge graph. Based on the constructed multi-modal knowledge graph, the design and implementation of knowledge point retrieval and visualization, intelligent classroom teaching, personalized learning and teaching applications are presented. These applications can better assist teachers to realize the teaching of intelligent classroom.
- Jian Wang, Zelin Li. 2019. Explore the "map" education research of curriculum and pedagogical theory. Journal of Educational Research, 40)01(: 27-41.Google Scholar
- Cui Jingjing Jian Wang, Zelin Li. 2019. Flipped Classroom Teaching Model Based on Knowledge Graph and Its Application, Journal of Representing Educational Technology, 28 (07): 44-50.Google Scholar
- Smith, R. E., Buchannan. 2011. Community collaboration, use of universal design in the classroom. Journal of Postsecondary Education & Disability, 25, 259-265.Google Scholar
- Siemens, G., Baker, R. 2012. Learning analytics and educational data mining: towards communication and collaboration. ACM.Google Scholar
- Tu Tao, Zhang Yuming. 2021.Research Review of "Internet + Education" Based on Knowledge Graph and Co-word Analysis, Journal of Southwest University, 43 (01): 1-11.Google Scholar
- Guo Lijun, Chen Chunping. 2018.Knowledge Graph of Domestic Teaching Evaluation Research – Quantitative Analysis Based on Visual Analysis Software, Journal of Modern University Education, 0 (04) :94-102.Google Scholar
- Cao Haiyan, Sun Yuedong, Luo Yaocheng, Shan Yanguang. 2021.Thinking on Learning Design of "Student-centered" Mixed Teaching Curriculum in Colleges and Universities, Journal of Research in Higher Engineering Education, (01): 187-192.Google Scholar
- Cao Haiyan, Sun Yuedong, Luo Yaocheng, Shan Yanguang. 2020.Factors Influencing Learners' Learning Effectiveness in Intelligent Learning Environment, Journal of Modern Educational Technology, 30 (12): 69-75.Google Scholar
- Li Fengying, Long Ziyang. 2020.From Adaptive Learning Recommendation to Adaptive Learning Traction Model – Research Orientation of Adaptive Learning in the Era of "Intelligence +" Education, Journal of Distance Education, 38 (06): 22-31.Google Scholar
- Hu Jia, Zhang Wenlan. 2019.Exploration on the Construction Path of Online Curriculum Resources for Personalized Learning, Journal of Teaching and Management,0 (33): 18-20.Google Scholar
- Ding Rui, Jin Xuanzhu, 2019.Experimental Research on Constructivism Teaching: Construction Orientation of Evolutionary Learning Progression, Journal of Research in Education Science, (7): 54-60.Google Scholar
- Cui Jingjing, Ma Ning, Yu Shengquan. 2018. Flipped Classroom Teaching Model Based on Knowledge Graph and Its Application. Journal of Modern Education Technology,207(7):45-51Google Scholar
- Lu Xinger, Zeng Jialing, Zhang Mengyao, 2016. Research on MOOC teaching optimization from the perspective of knowledge graph. Journal of Distance Education in China, (07):5-9,79.Google Scholar
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