Chinese language curriculum resources pushing method based on knowledge graph and similarity algorithm

被引:0
|
作者
Lu, Haoli [1 ]
Li, Xiancui [1 ]
机构
[1] Xin Xiang Vocat & Tech Coll, XIN XIANG 453000, Peoples R China
关键词
knowledge graph; similarity algorithm; Chinese language courses; resource push; cosine distance; triplet;
D O I
10.1504/IJCEELL.2025.143804
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
In order to improve the effect of Chinese course resource push, a method of Chinese course resource push based on knowledge graph and similarity algorithm is proposed. First, determine the density of resource data and the dependency relationships between data, and construct a knowledge graph of Chinese language course resources. Then, calculate Min's distance and cosine distance to determine the continuity of resource data, search for discrete data, determine the frequency of occurrence of Chinese language course resource data with different attributes, and achieve similarity measurement of Chinese language course resources. Finally, cross compressing the characteristics of Chinese language course resources, matching Chinese language course resource data with demanders, a dual push module to push Chinese language course resources is introduced and Chinese language course resource push is achieved. The experimental results show that the proposed method can effectively reduce the similarity of push data and improve the efficiency of pushing Chinese language course resources.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] A Knowledge Graph based Software Engineering Curriculum Design Method
    Zhongjie Wang
    Hujie Huang
    Xiaofei Xu
    计算机教育, 2020, (12) : 134 - 143
  • [2] Research of Chinese Word Knowledge Graph Based on SLPA Algorithm
    Qian, Xicheng
    Hu, Yuyang
    Pan, Jing-Chang
    3RD INTERNATIONAL SYMPOSIUM ON MECHATRONICS AND INDUSTRIAL INFORMATICS, (ISMII 2017), 2017, : 84 - 88
  • [3] Personalized Chinese Tourism Recommendation Algorithm Based on Knowledge Graph
    Su, Xueping
    He, Jiao
    Ren, Jie
    Peng, Jinye
    APPLIED SCIENCES-BASEL, 2022, 12 (20):
  • [4] A Vocabulary Recommendation System based on Knowledge Graph for Chinese Language Learning
    Sun, Feipeng
    Yu, Miao
    Zhang, Xiangling
    Chang, Ting-Wen
    2020 IEEE 20TH INTERNATIONAL CONFERENCE ON ADVANCED LEARNING TECHNOLOGIES (ICALT 2020), 2020, : 210 - 212
  • [5] Automated Processing Method for Chinese NOTAMs Based on Knowledge Graph
    Dong, Bing
    Luo, Chuang
    Hao, Kuangong
    Liu, Anquan
    Li, Xinqian
    JOURNAL OF AEROSPACE INFORMATION SYSTEMS, 2024, 21 (11): : 906 - 913
  • [6] Integrated Language and Knowledge Resources for a Bulgarian-Centric Knowledge Graph
    Simov, Kiril
    DIGITAL PRESENTATION AND PRESERVATION OF CULTURAL AND SCIENTIFIC HERITAGE, 2019, 9 : 65 - 73
  • [7] A Description Method of Cloud Simulation Model Resources Based on Knowledge Graph
    Xiong, Siqi
    Zhu, Feng
    Yao, Yiping
    Tang, Wenjie
    2019 IEEE 4TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYSIS (ICCCBDA), 2019, : 655 - 663
  • [8] Traditional Chinese Medicine Knowledge Graph Construction Based on Large Language Models
    Zhang, Yichong
    Hao, Yongtao
    ELECTRONICS, 2024, 13 (07)
  • [9] Construction of Chinese Culture Teaching Resources for International Chinese Language Education Based on Knowledge Mapping
    Zhou M.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [10] A Graph Similarity Algorithm Based on Graph Partitioning and Attention Mechanism
    Miao, Fengyu
    Zhou, Xiuzhuang
    Xiao, Shungen
    Zhang, Shiliang
    ELECTRONICS, 2024, 13 (19)