https://github.com/hmz777/footballtransfermarketanalysissystem

A simple C#/Clips expert system that uses the FIFA21 player database to give player recommendations based on user parameters.
https://github.com/hmz777/footballtransfermarketanalysissystem

clips csharp expert-system fifa netframework winforms

Last synced: about 1 month ago
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A simple C#/Clips expert system that uses the FIFA21 player database to give player recommendations based on user parameters.

• Host: GitHub
• URL: https://github.com/hmz777/footballtransfermarketanalysissystem
• Owner: hmz777
• Created: 2021-06-24T14:22:55.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-06-24T15:04:42.000Z (over 3 years ago)
• Last Synced: 2024-11-13T12:05:51.122Z (3 months ago)
• Topics: clips, csharp, expert-system, fifa, netframework, winforms
• Language: C#
• Homepage:
• Size: 2.75 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Football Transfer Market Analysis System

A simple CLIPS expert system that uses the FIFA 21 player database to give player recommendations based on user parameters.

The project uses C# and Windows Forms as GUI for the system and CLIPS for the actual processing of data.

## The C# Part

The C# code is responsible for: 

- Constructing the `deftemplate` dynamically from the database schema.

- Reading and parsing the data from the database (.csv file).

- Converting the parsed data into facts by constructing a `deffacts` construct and asserting all the data pulled from the database in order for the CLIPS system to make use of them.

- Validating user parameters and converting them into facts within a separate `deffacts` construct.

- Constructing a `deftemplate` for the average skill score in order to classify if a player is suitable for a certain play style.

- Read the `UserSystem.clp` which represents the actual CLIPS system that does the data processing.

- Combine the constructed CLIPS code with the `UserSystem.clp` file to create `System.clp`.

- Creating a batch file `Clips.bat` that does the `(Load)` on `System.clp`, `(Reset)` and `(Run)` then `(Exit)` commands via CLIPS.

- Spawning a process and passing the `Clips.bat` file to be executed by `CLIPSDOS.exe` which is the command line version of clips.

- Capturing the output from `CLIPSDOS.exe`, parsing it, then displaying it in a `ListView`.

## The CLIPS Part

The CLIPS code contains a set of rules and functions that does the following:

- Process all the asserted player data by retracting all the players that don't fit the user parameters.

- Calculate the average score of each player skill for the remaining players after the initial processing done by the rules.

- Further process player data by passing them to `FilterByPlayStyle` function that uses the average scores of each skill to determine if a player is suitable for a certain play style. 

- Lastly, the `Result` rule is executed to output all the remaining players that match the user parameters in a certain format that is known by the C# code in order to parse the data and display it correctly.

# Author

**Hamzi Alsheikh**

**Website: [https://www.hamzialsheikh.tk](https://www.hamzialsheikh.tk)**