Sensor2EventLog 2.0.0

Knowledge-guided framework for transforming sensor data into event logs

Sensor2EventLog

knowledge-guided framework that transforms raw sensor data into process-aware event logs by incorporating Machine Teaching (MT) principles. The core of the framework is a modular abstraction layer embedded in an interactive teaching loop (planning, explaining, and reviewing) where human experts map sensor behaviors correspond to process states.

Setup

• Clone the repository:

  git clone https://github.com/azinmoradbeikie/Sensor2EventLog.git
  

• Install dependencies

  pip install -r requirements.txt
  cd Sensor2EventLog
  

• Running the Analysis

  python3 main.py
  

Tutorial

A self-contained toy walkthrough is available in tutorial/.

Run it with:

python3 tutorial/toy_walkthrough.py