Localization and conformance: A HMM-based approach to online conformance checking

Authors:

• Wai Lam Jonathan Lee
• Andrea Burattin
• Jorge Munoz-Gama
• Marcos Sepulveda

TL;DR

This repository contains the code, development environment, and experimental setup for the paper. The data directory contains scripts for to download and preprocess data. The java directory contains implementation of prefix alignments using the Alignment package. The jupyter directory contains jupyter notebooks for result analysis. The python directory contains the implementation of the proposed HMM-based approach and scripts for running experiments.

Demo

Check out a web demonstration of the technique on a real life dataset here. The real life dataset is on a hospital billing process. The code for the web app is added as a submodule to this repo and can be found here.