Welcome to SPM Cockpit's documentation!
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.. note::
   This project is under active development.

The SPM Cockpit is a Social Process Mining (SPM) tool, that aims at *collaboration pattern detection*.
The backend implementation is based on the `Collaboration Pattern Detection Framework <https://docs.process-science.uni-koblenz.de/fg-bks-social-process-mining-collaboration-detection/main/>`_ .
The *SPM Cockpit* is tool for *Social Process Mining (SPM)* that aims at *collaboration pattern detection*.
The backend implementation is based on the `Collaboration Pattern Detection Framework <https://docs.process-science.uni-koblenz.de/fg-bks-social-process-mining-collaboration-detection/main/>`_ .


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Main features
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* Mining of process models (collaboration process instances) from ECS event logs using process mining algorithms
* Mining of subgraphs (patterns) using *Frequent Subgraph Mining* from the process models
* Clustering of *collaboration patterns* using graph set clustering algorithms
* Inspect, name & describe the collaboration patterns
* Save & load collaboration pattern repositories

.. toctree::
   :maxdepth: 1
   :caption: Contents

   0_Start
   1_Import_Event_Log
   2_PM_Config
   3_Process_Models
   4_Frequent_Subgraph_Mining
   5_Graph_Set_Clustering
   6_Collaboration_Pattern_Repository
   99_Tutorial


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Cite this tool
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.. hint::
    Blatt, J., Delfmann, P., Just, M., & Schubert, P. (2023). `The Social Process Mining Cockpit: A Collaboration Pattern Detection Tool for Enterprise Collaboration Systems <https://ceur-ws.org/Vol-3469/paper-24.pdf>`_. BPM 2023 Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Forum, 132–136.