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Database System 2023 Spring

Nankai University

College of Computer and Cyber Science Sophomore

Senior Experimentalist: Yanlong Wen

Course Score: A(94)

Personally speaking, presented by Teacher Wen, Database System is one of the most well-organized and intriguing course I've ever taken during my study at Nankai University.

Final Project: A minor Database Management System matching all the requirements

My Project: Premier League Database Management System with all corresponding functions:

  1. FA Mode(The Football Association):
    • Viewing all games, clubs, coaches, referees
    • Viewing all info of forward players and goalkeepers
    • Relegation on specific Premier League clubs
  2. Club Coach Mode:
    • Viewing top goal scorers of Premier League Season 2022-2023
  3. Club Manager Mode:
    • Purchase players for your own club
    • Sell out specific player belonging to your club
    • Query on all players belonging to your club
    • Update on position and transfer value of your club players
  4. Intelligent Part(2024.1 - 2024.4 update):
    • Predict players' future performance based on their historical data
    • Chatbot interaction to give specific advice on many aspects of the game
    • Help the club coach and manager to make more comprehensive decisions

  • Club Manager Mode:

  • Top Goal Scorers:

  • Relationship Diagram

  • Code Structure:
/project-root
│── startframe.java
├── /python                               # Intelliegent Part using Python
│   ├── data_preprocessing.py          # Data Preprocessing for later use
│   ├── performance_prediction.py      # Predict players' future performance
│   ├── player_clustering.py           # Cluster players based on their performance
│   └── ...
│
├── /java                                 # Main Project using Java
│   ├── Main.java                      # Main Entrance
│   ├── JDBCUtils.java                 # JDBC Connection
│   |── defender.java                  # Player Class for defenders
|   |── midfielder.java                # Player Class for midfielders
│   |── forward.java                   # Player Class for forwards
│   |── goalkeeper.java                # Player Class for goalkeepers
│   |── club.java                      # Club Class
│   |── coach.java                     # Coach Class
│   |── referee.java                   # Referee Class
│   |── match.java                     # Match Class
│   |── pitch.java                     # Pitch Class
│   |── BackgroundMusic.java           # Background Music
│   |── choseUserDialog.java           # Choose User Dialog
│   |── FAFrame.java                   # FA Mode Frame
│   |── ManagerFrame.java              # Manager Mode Frame
│   |── CoachFrame.java                # Coach Mode Frame
│   ├── PerformancePredictor.java      # Predict players' future performance using python model
│   ├── PlayerClustering.java          # Cluster players based on their performance using python model
│   |── DecisionSupport.java           # Decision Support System using an incorporation of the above two models
│   |── Chatbot.java                   # Chatbot using OpenAI API
│   └── ...
├── /sql                                  # SQL scripts
│   ├── premierleague.sql              # Database creation and data insertion
|   └── ...
└── /report                               # Course Report
    ├── Database System Report-CN.pdf
    └── ...

This work, among many, is one of the most satisfactory projects I've ever done 😍. It's a great pleasure to implement something I'm passionate about. And it sparks my interest in designing and developing more complex and intelligent systems in the future 👨‍💻.

Continue to update......

All the modifications in the near future will be specific.

Feel free to contact me on ErwinZhou@outlook.com

南开大学

计算机与网络空间安全学院大二

高级实验师:温延龙(龙龙!

课程分数:94

不多说了,懂的都懂,计网最神的课之一。优秀且合理的课程安排,答疑和全面的习题,视频讲解和丰富的课程资源。龙龙耐心的讲解,上机考试+期末大作业。

在这里提供了2022年的网络安全学院数据库系统课程期末大作业。

我基于Java语言的前端和SQL语言的后端,使用Eclipse作为IDE,选择了英格兰足球超级联赛作为主题。

部分球员和俱乐部数据来源于英超官方网站

实现了英足总模式+俱乐部经理+教练模式三种不同玩法,包括购买球员,出售球员,修改球员位置身价,降级俱乐部,积分榜和射手榜查询等多种功能。更详细的介绍可以阅读我的课程报告。

于后期慢慢完成了智能部分,包括根据球员历史数据预测未来表现,聊天机器人(Open AI接口)提供建议,帮助俱乐部教练和经理做出更全面的决策。

作为我大学至今最满意的课程作业之一,对实现了自己所热爱的东西的感觉十分开心。

内容会持续更新

任何有改进的内容都可以联系我,

邮箱erwinzhou021227@126.com

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