# 毕业设计

**Repository Path**: darling_da/graduation-project

## Basic Information

- **Project Name**: 毕业设计
- **Description**: 毕业设计项目
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: fashion-shopping-MS
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-04-04
- **Last Updated**: 2026-04-14

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README



# Graduation Project - Online Shopping Platform with Intelligent Recommendation System

## Project Overview

This is a comprehensive online shopping platform developed as a graduation project, featuring product management, user interactions, and an intelligent recommendation system. The system implements multiple recommendation algorithms to provide personalized product suggestions to users.

### Tech Stack

- **Backend**: Java, Spring Boot, MyBatis
- **Frontend**: Vue.js, Element UI
- **Database**: MySQL
- **Recommendation**: Deep Learning, Matrix Factorization, Item-based Collaborative Filtering

## Project Structure

```
├── src/main/java/com/
│   ├── algorithm/          # Recommendation algorithms
│   ├── annotation/         # Custom annotations
│   ├── config/            # Configuration classes
│   ├── controller/         # REST controllers
│   ├── dao/               # Data access objects
│   ├── entity/            # Entity classes
│   ├── interceptor/        # HTTP interceptors
│   ├── service/           # Business services
│   └── utils/             # Utility classes
├── src/main/resources/
│   ├── mapper/            # MyBatis mappers
│   └── spring/            # Spring configurations
└── src/main/webapp/       # Frontend static files
```

## Core Features

### 1. Product Management
- Product information management (Shangpinxinxi)
- Product type/category classification (Shangpinleixing)
- Product reviews and comments (Discussshangpinxinxi)

### 2. User Management
- User registration and login
- Role-based authentication
- User profile management (Yonghu)

### 3. Order Management
- Order creation and tracking (Dingdanxinxi)
- Shopping cart/favorites (Storeup)
- After-sales service (Shouhou)

### 4. Information Publishing
- News management (Xinwenxinxi)
- News categories (Xinwenleibie)

### 5. Community Features
- Forum discussions (Forum)
- User complaints (Jubaotousu)
- Chat/messaging (Chat, Messages)

### 6. Intelligent Recommendation System

The core feature implementing three recommendation algorithms:

#### Algorithm Types:
- **Deep Learning Algorithm**: Neural network-based recommendations
- **Matrix Factorization Algorithm**: SVD-based collaborative filtering
- **Item-based Collaborative Filtering**: Item similarity-based recommendations

## API Endpoints

### Recommendation System
```
GET  /recommendation/algorithm/recommend     - Get personalized recommendations
GET  /recommendation/algorithm/compare      - Compare algorithm performance
POST /recommendation/algorithm/train         - Train recommendation models
POST /recommendation/algorithm/sync          - Sync interaction data
GET  /recommendation/algorithm/list         - List available algorithms
POST /recommendation/algorithm/interact      - Record user interactions
```

### Product Management
```
GET/POST    /shangpinxinxi/page              - Product list with pagination
GET/POST   /shangpinxinxi/list               - All products
GET        /shangpinxinxi/info/{id}          - Product details
POST       /shangpinxinxi/save                - Create product
PUT        /shangpinxinxi/update              - Update product
DELETE     /shangpinxinxi/delete              - Delete product
```

### User Management
```
POST       /users/login                      - User login
POST       /users/register                  - User registration
GET        /users/logout                    - User logout
GET        /users/session                   - Get current session
```

### Order Management
```
GET/POST   /dingdanxinxi/page               - Order list
POST       /dingdanxinxi/save                - Create order
GET        /dingdanxinxi/info/{id}          - Order details
```

## Database Schema

### Main Tables
- `users` - System users (admin)
- `yonghu` - Customer accounts
- `shangpinxinxi` - Product information
- `shangpinleixing` - Product categories
- `dingdanxinxi` - Order information
- `storeup` - Shopping cart/favorites
- `xinwenxinxi` - News articles
- `forum` - Forum posts
- `chat` - Chat messages
- `user_item_interaction` - User interaction records

## Installation & Setup

### Prerequisites
- JDK 1.8+
- MySQL 5.7+
- Maven 3.x+

### Configuration

1. Database configuration in `src/main/resources/config.properties`:

```properties
spring.datasource.url=jdbc:mysql://localhost:3306/database
spring.datasource.username=root
spring.datasource.password=your_password
```

2. Import database:
```bash
mysql -u root