针对高中生（10–12年级）的个性化学习路径系统（仅支持越南语）

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📌 概述

Routex是一款基于用户表现和学习目标生成个性化学习路线图的系统。它专注于通过自适应规划和持续评估优化学习效率。

该系统支持以下科目：

• 数学
• 物理学
• 化学
• 生物学 适用于以下年级的作品
• 10
• 11
• 12

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🧠 核心功能

🎯 个性化学习路径

• 根据用户输入（成绩、科目、目标、时间）生成学习计划
• 利用绩效数据优先处理薄弱主题

📝 迷你测试系统

• 每周测试以评估理解情况
• 问题直接映射到特定主题

📊 进展追踪

• 分析每个主题的优势和劣势
• 可视化仪表盘（计划中）

🔁 自适应学习循环

• 学习→测试→评估→调整
• 自动更新学习优先级

🧩 先决条件图

• 通过依赖链接的主题
• 确保学习的逻辑进度

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🏗️ 系统工作流程

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⚙️ 技术堆栈

前端

• 反应 / Next.js
• HTML / CSS

后端

🚀 Routex

Personalized learning path system for high school students (Grades 10–12) (Only supported Vietnamese)

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📌 Overview

Routex is a system designed to generate personalized study roadmaps based on user performance and learning goals. It focuses on optimizing study efficiency through adaptive planning and continuous evaluation.

The system supports the following subjects:

• Mathematics
• Physics
• Chemistry
• Biology Works for the following grades
• 10
• 11
• 12

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🧠 Core Features

🎯 Personalized Learning Path

• Generates study plans based on user input (grade, subject, goal, time)
• Prioritizes weak topics using performance data

📝 Mini Test System

• Weekly tests to evaluate understanding
• Questions mapped directly to specific topics

📊 Progress Tracking

• Analyze strengths and weaknesses per topic
• Visual dashboard (planned)

🔁 Adaptive Learning Loop

• Study → Test → Evaluate → Adjust
• Automatically updates learning priorities

🧩 Prerequisite Graph

• Topics linked via dependencies
• Ensures logical learning progression

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🏗️ System Workflow

User Input 
   ↓
Generate Learning Plan
   ↓
Study Topics
   ↓
Weekly Mini Test
   ↓
Performance Analysis
   ↓
Adjust Plan (priority + time)
   ↺ (loop continues)

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⚙️ Tech Stack

Frontend

• React / Next.js
• HTML / CSS

Backend

• Node.js / Express
• REST API

Data Layer

• JSON / Database for:

  • Topics
  • Questions
  • Prerequisite relationships

Core Logic

• Priority scoring algorithm
• Topic dependency resolution

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📂 Project Structure

Routex/
├── frontend/              # UI layer
├── backend/               # API + logic
├── data/                  # Static data (topics, questions)
│   ├── topics.json
│   └── questions.json
├── docs/                  # Documentation
└── README.md

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🚀 Getting Started

1. Clone repository

git clone https://github.com/tamnguyentommy-rgb/Routex.git
cd Routex

2. Install dependencies

npm install

3. Run project

npm run dev

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🧪 Example Use Case

Input:

• Subject: Math
• Grade: 11
• Mode: Exam Preparation
• Study Time: 2 hours/day

System Output:

• Personalized topic list
• Priority ranking based on difficulty
• Weekly study schedule

After 1 week:

• Mini test evaluation
• Weak topics identified
• Learning plan adjusted automatically

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📈 Future Improvements

• AI-powered recommendation engine
• Smarter topic prioritization (ML-based)
• Full analytics dashboard
• Real-time progress tracking
• Integration with external learning resources

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⚠️ Current Limitations

• Limited dataset for questions/topics

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👤 Author

• Tommy (tamnguyentommy-rgb)

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📄 License

This project is licensed under the MIT License.