A learning path generation method, device, equipment, medium and program product for senior members

By extracting question features and using a multi-dimensional weighted algorithm to assess mastery, and combining knowledge point graphs to filter questions on similar knowledge points and weak points, this approach solves the problems of fragmented learning paths and disconnected weak points in K-12 education, and achieves efficient and personalized learning path generation.

CN122415281APending Publication Date: 2026-07-17BEIJING BAIGEFEICHI TECH LLC
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
BEIJING BAIGEFEICHI TECH LLC
Filing Date
2026-03-16
Publication Date
2026-07-17

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Abstract

本申请在线学习技术领域，具体涉及一种面向高级会员的学习路径生成方法、装置、设备、介质及程序产品，该方法包括：先响应高级会员输入的题目，依对应学科类型的题目类型提取题目特征；再将特征输入知识点匹配模型，结合预设知识点描述‑特征关键词映射库获核心知识点；接着依据会员对核心知识点的历史学习数据，通过多维度加权算法得掌握程度评级；随后基于核心知识点从预设知识点图谱筛选同类知识点，结合知识点ID‑题目ID列表映射关系获初筛题目列表；最后二次筛选列表，优先返回薄弱知识点对应的题目，可生成精准个性化学习路径，提升会员学习效率。
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