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Routine Detector - Detection

The project refers to the community detection part of the Routine Detector approach.

Requirements

The environment require Python 3.10.x.

Tested on Apple M2 - mac OS 14.x

Before running the code, install the dependencies with:

pip install cdlib
pip install pm4py

Usage

Refer to the notebooks for the detection execution reported below. In particular two notebooks are provided and both refer to the challenge proposed during the International Workshop on BP-Meet-IoT (see e.g., https://bp-meet-iot.webs.upv.es/2022). The challenge is described in [1].

  • algorithms_analysis.ipynb analyzes the dataset proposed in the 2022 edition.
  • algorithms_analysis_2020.ipynb analyzes the dataset proposed in the 2020 edition.

[1] Koschmider, A., Leotta, F., Serral, E., & Torres, V. (2021). BP-Meets-IoT 2021 Challenge Dataset link.