Exploring Business Process Deviance with Sequential and Declarative Patterns

This repository contains the source code and the data for the paper "Exploring Business Process Deviance with Sequential and Declarative Patterns". <strong>Setup Guide</strong> Download and unzip<strong> </strong><code>source_code.zip.</code> install the requirements for the project by using <code>pip3 install -r requirements.txt</code>. create the folder <code>data/experiments</code> and download and unzip the datasets. create the folder <code>results</code>. <strong>Running the experiments</strong> The command <code>./experiment_runner.sh</code> will run all the experiments in a Linux environment; The command <code>python run_experiments.py --dataset=LOG_NAME</code> will run the experiments for a single log. The names of the logs are <code>traffic</code>, <code>bpi11</code>, <code>bpi12</code>, <code>bpi15A</code>, <code>bpi15B</code>, <code>bpi15C</code>, <code>bpi15D</code>, <code>bpi15E</code>; The command <code>gather_results.py</code> will aggregate the results.