首页|基于知识图谱的初中Python课程学习平台设计与开发

基于知识图谱的初中Python课程学习平台设计与开发

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网络学习资源不断丰富的同时伴随着学生利用线上资源学习时易存在知识结构混乱、学习者"学习迷航"等问题.知识图谱在教育资源整合以及知识推荐等方面发挥着重要作用.通过采用创新的"知识—习题—成绩"模型,结合本体建模、知识抽取及图数据库存储等先进技术,以初中Python课程为核心,通过教材深入分析、网络资源爬取、精准实体识别、严谨关系定义等多个层面,开发了一套初中Python课程知识图谱,并搭建基于Python课程知识图谱的个性化学习平台以期提高学生成绩水平、帮助学生增强自主学习意识.
Design and development of junior high school Python curriculum learning platform based on knowledge graph
With the continuous enrichment of online learning resources,students are prone to problems such as confusion of knowledge structure and learner"learning trek"when learning online resources.Knowledge graph plays an important role in educa-tion resource integration and knowledge recommendation.By adopting the innovative"knowledge-exercises-grades"model and combining advanced technologies such as ontology modeling,knowledge extraction and graph database storage,this study devel-oped a knowledge graph of junior high school Python curriculum with in-depth analysis of teaching materials,crawling of network resources,accurate entity recognition and rigorous relationship definition as the core.Finally,a personalized learning platform based on Python curriculum knowledge graph is built to improve students'performance level and help students enhance their awareness of independent learning.

knowledge graphJunior high school Python coursepersonalized learning platformautonomous learning

邓雅云、杨露、罗凌

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重庆师范大学计算机与信息科学学院,重庆 401331

成都市蜀都小学校,成都 610051

知识图谱 初中Python课程 个性化学习平台 自主学习

2024

现代计算机
中大控股

现代计算机

影响因子:0.292
ISSN:1007-1423
年,卷(期):2024.30(22)