Research on Content Organisation and Ecological Optimisation Strategies for English Learning in Colleges and Universities Based on Knowledge Graphs

[1]Xu, D. (2023, August). Recommendation of Massive English Teaching Video Resources Based on Knowledge Graph. In International Conference on E-Learning, E-Education, and Online Training (pp. 461-475). Cham: Springer Nature Switzerland.Search in Google Scholar

[2]Sun, Y., Liang, J., & Niu, P. (2021, July). Personalized recommendation of english learning based on knowledge graph and graph convolutional network. In International Conference on Artificial Intelligence and Security (pp. 157-166). Cham: Springer International Publishing.Search in Google Scholar

[3]Grévisse, C., Manrique, R., Mariño, O., & Rothkugel, S. (2018). Knowledge graph-based teacher support for learning material authoring. In Advances in Computing: 13th Colombian Conference, CCC 2018, Cartagena, Colombia, September 26–28, 2018, Proceedings 13 (pp. 177-191). Springer International Publishing.Search in Google Scholar

[4]Chen, P., Lu, Y., Zheng, V. W., Chen, X., & Yang, B. (2018). Knowedu: A system to construct knowledge graph for education. Ieee Access, 6, 31553-31563.Search in Google Scholar

[5]Shi, D., Zhou, J., Wang, D., & Wu, X. (2022). Research status, hotspots, and evolutionary trends of intelligent education from the perspective of knowledge graph. Sustainability, 14(17), 10934.Search in Google Scholar

[6]Jing, W. (2023, October). Design Mechanism of Intelligent English Teaching Platform Based on Multi-modal Knowledge Graph. In 2023 IEEE 5th Eurasia Conference on IOT, Communication and Engineering (ECICE) (pp. 438-441). IEEE.Search in Google Scholar

[7]Qu, K., Li, K. C., Wong, B. T., Wu, M. M., & Liu, M. (2024). A Survey of Knowledge Graph Approaches and Applications in Education. Electronics, 13(13), 2537.Search in Google Scholar

[8]Deng, L. (2023). A Study on Distance Personalized English Teaching Based on Deep Directed Graph Knowledge Tracking Model. International Journal of Advanced Computer Science and Applications, 14(2).Search in Google Scholar

[9]Qu, K., Li, K. C., Wong, B. T. M., Liu, M., Chan, V., & Lee, L. K. (2024). Effects of a knowledge graph-based learning approach on student performance and experience. International Journal of Mobile Learning and Organisation, 18(5), 1-22.Search in Google Scholar

[10]Zhang, Y., & Huang, H. (2023). Exploring Teaching Strategies Integrating University English with Bioinformatics Through Graph Structure Analysis. Journal of Commercial Biotechnology, 28(4).Search in Google Scholar

[11]Huang, C., Li, Q., Chen, Y., & Zhan, D. (2021, February). An effective method for constructing knowledge graph of online course. In Proceedings of the 2021 4th International Conference on Big Data and Education (pp. 12-18).Search in Google Scholar

[12]Yue, H., Lin, H., Jin, Y., Zhang, H., & Cai, K. (2022). Opening knowledge graph model building of artificial intelligence curriculum. International Journal of Emerging Technologies in Learning (iJET), 17(14), 64-77.Search in Google Scholar

[13]Chi, Y., Qin, Y., Song, R., & Xu, H. (2018). Knowledge graph in smart education: A case study of entrepreneurship scientific publication management. Sustainability, 10(4), 995.Search in Google Scholar

[14]Luo, D., Li, C., Zhou, C., & Xing, J. (2020, November). On the Knowledge Graphs of Postgraduate Entrance English Examination Based on WordNet and D3. Js. In 2020 IEEE International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA) (Vol. 1, pp. 991-996). IEEE.Search in Google Scholar

[15]Niu, Y., Lin, R., & Xue, H. (2023). Research on Learning Resource Recommendation Based on Knowledge Graph and Collaborative Filtering. Applied Sciences, 13(19), 10933.Search in Google Scholar

[16]Qin, Y., Cao, H., & Xue, L. (2020, August). Research and Application of Knowledge Graph in Teaching: Take the database course as an example. In Journal of Physics: Conference Series (Vol. 1607, No. 1, p. 012127). IOP Publishing.Search in Google Scholar

[17]Wu, Z., & Jia, F. (2022). Construction and application of a major-specific knowledge graph based on big data in education. International Journal of Emerging Technologies in Learning (iJET), 17(7), 64-79.Search in Google Scholar

[18]Yu, B. (2021, September). Visual analysis of English curriculum research based on knowledge graph. In 2021 IEEE International Conference on Computer Science, Electronic Information Engineering and Intelligent Control Technology (CEI) (pp. 592-595). IEEE.Search in Google Scholar

[19]Huang, Y., & Zhu, J. (2021). A personalized English learning material recommendation system based on knowledge graph. International Journal of Emerging Technologies in Learning (Online), 16(11), 160.Search in Google Scholar

[20]Wang, L. (2022). An Improved Knowledge Graph Question Answering System for English Teaching. Mobile Information Systems, 2022(1), 3401074.Search in Google Scholar

[21]Weng, J., Gao, Y., Qiu, J., Ding, G., & Zheng, H. (2019). Construction and application of teaching system based on crowdsourcing knowledge graph. In Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding: 4th China Conference, CCKS 2019, Hangzhou, China, August 24–27, 2019, Revised Selected Papers 4 (pp. 25-37). Springer Singapore.Search in Google Scholar

[22]Ouyang, C., & Hou, B. (2024). Fusion Algorithm of Large-scale Language Model and Knowledge Graph for English Intelligent Teaching. Journal of Electrical Systems, 20(9s), 445-452.Search in Google Scholar

[23]Nasrullah Khan,Zongmin Ma,Ruizhe Ma & Kemal Polat. (2024). Continual knowledge graph embedding enhancement for joint interaction-based next click recommendation. Knowledge-Based Systems112475-112475.Search in Google Scholar

[24]Ai Che Chang & Jie Shan Lin. (2024). Exploring technological applications through LDA-based patent mining: A metaverse ontology construction. World Patent Information102314-102314.Search in Google Scholar

[25]Zhaoyang Qu,Lingcong Li,Jiye Zang,Qi Xu,Xiaoyu Xu,Yunchang Dong & Kexin Fu. (2024). A photovoltaic cell defect detection model capable of topological knowledge extraction. Scientific Reports(1),21904-21904.Search in Google Scholar

[26]Dou Hui,Mei Jicheng,Zhang Yiwen,Chen Pengfei & Zheng Zibin. (2022). JointConf: Jointly autotuning configuration parameters for modularized graph databases. Journal of Software: Evolution and Process(12).Search in Google Scholar