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