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TALE-analysis is part of the TALE toolchain for the preparation and analysis of robotic data via process mining techniques

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TALE analysis

TALE analysis implements a graphycal interface to handle robotic system data and analyze them with process mining techniques. This repository contains the tool for performing the process mining-based analysis to discover robots behavior via a DFG.

Tale

Please refer to the methodology description for more details: website and paper.

Installation

git clone <repository_link>

Requirements

  • Python 3.8 or later

Python dependecies installation

pip install -r requirements.txt

PM4Py installation

Please follow these instructions

Run

python main.py  

Example Scenario

Event log uploading

Uploading

Event log filtering

This sidebar enables filtering the event log for resource name and/or case identifier. Filtering

DFG discovery

DFG of the multi-robot behavior enhanced with the possibility of highlighting incoming and outgoing edges. DFG

Enhancement

Enhancement interface showing the communication and spatial perspectives. Enhancement

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TALE-analysis is part of the TALE toolchain for the preparation and analysis of robotic data via process mining techniques

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