https://github.com/devyuscode/synethia

A basic C# algorithm that can determine the behavior of a user with an application.
https://github.com/devyuscode/synethia

algorithm csharp dotnet wpf

Last synced: 2 months ago
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A basic C# algorithm that can determine the behavior of a user with an application.

• Host: GitHub
• URL: https://github.com/devyuscode/synethia
• Owner: DevyusCode
• License: mit
• Created: 2022-07-13T08:53:40.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2024-11-09T17:01:18.000Z (11 months ago)
• Last Synced: 2025-07-22T13:29:07.250Z (3 months ago)
• Topics: algorithm, csharp, dotnet, wpf
• Language: C#
• Homepage: https://dev.peyronnet.group/synethia
• Size: 2.92 MB
• Stars: 9
• Watchers: 1
• Forks: 4
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md

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Synethia


  


    A basic C# algorithm that can determine the behavior of a user with an application.

    


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## Features

- [x] Detects how long the user is using which part of an app. (like a page)

- [x] Detects how many interactions the user has with an app. (like clicking on a button)

- [x] Calculates and associates a score to each page/part of the app depending on the two factors above.

More features are coming soon.

## Score

Synethia attributes a score to each page/part of the app depending on the following two factors:

- The time the user is using the page.

- The number of interactions the user has with the page.

The score is calculated using the following formula:

$$

score = totalTime * ({interactions \over 2})

$$

> **Note** This formula can change/evolve in upcoming releases.

## Graph

~~~ mermaid

graph TD

    App-->MainWindow-->Page-->C

    Page-->A

    Page-->F

    A{When a page is viewed}-->B[Get the current Unix time]

    B 

    C{Page left}-->D[Calculate total time elapsed]

    D-->E[Add this value to the page interest score]

    C-->B

    F{When an interaction occurs}-->E

    E-->G[Compare this score with the score of other pages]

    H[The page with the highest score can be suggested to the user]

    I[The page with the lowest score can be suggested to a 'Discover' section]

    G-->H

    G-->I

    MainWindow-->p1(Page 1 interest score)

    MainWindow-->p2(Page 2 interest score)

    MainWindow-->p3(Page 3 interest score)

    p1-->G

    p2-->G

    p3-->G

~~~

## Contribute

To contribute to the project, you'll need:

- Visual Studio 2022 v17.0 or higher

  - .NET Desktop Development

  - Git

- .NET 6

[Click here](https://github.com/Leo-Corporation/ColorPicker/blob/main/CONTRIBUTING.md) to see the full guidelines.

## License

This project is under the [MIT License](https://github.com/Leo-Corporation/Synethia/blob/main/LICENSE).