Giter Club home page Giter Club logo

pm4net

GitHub GitHub Workflow Status Nuget (with prereleases) Nuget

A general-purpose Process Mining library for .NET, primarily focusing on Object-Centric Event Logs (OCEL), using the .NET OCEL library to support the Structured Log Explorer.

Features:

  • Flattening of OCEL logs to single object types [2]
  • Discovery of Directly-Follows Multigraphs [3, 4]
  • Visualisation of DFM's using Graphviz

References

[1] Farhang, A., Park, G. G., Berti, A., & Aalst, W. Van Der. (2020). OCEL Standard. http://ocel-standard.org/

[2] Van Der Aalst, W. M. P., & Berti, A. (2020). Discovering Object-Centric Petri Nets. Fundamenta Informaticae, 175(1–4), 1–40. https://doi.org/10.48550/arxiv.2010.02047

[3] Van Der Aalst, W. M. P. (2019). Limitations of the directly-follows graph. https://www.sciencedirect.com/science/article/pii/S1877050919322367

[4] van der Aalst, W. M. P. (2019). Object-Centric Process Mining: Dealing with Divergence and Convergence in Event Data. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11724 LNCS, 3–25. https://doi.org/10.1007/978-3-030-30446-1_1

pm4net's Projects

ocel icon ocel

Implementation of the OCEL Standard in .NET

ocel-cli icon ocel-cli

A CLI tool to quickly convert and/or merge multiple Object-Centric Event Log (OCEL) files to the various different formats.

pm4net icon pm4net

A general-purpose Process Mining library for .NET

structuredlogexplorer icon structuredlogexplorer

A web application to explore structured log files using object-centric process mining techniques.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.