edeaR - Exploratory and Descriptive Event-Based Data Analysis

Exploratory and descriptive analysis of event based data. Provides methods for describing and selecting process data, and for preparing event log data for process mining. Builds on the S3-class for event logs implemented in the package 'bupaR'.

Last updated 3 months ago

9.08 score 12 stars 8 dependents 149 scripts 1.4k downloads

bupaR - Business Process Analysis in R

Comprehensive Business Process Analysis toolkit. Creates S3-class for event log objects, and related handler functions. Imports related packages for filtering event data, computation of descriptive statistics, handling of 'Petri Net' objects and visualization of process maps. See also packages 'edeaR','processmapR', 'eventdataR' and 'processmonitR'.

Last updated 2 years ago

8.97 score 55 stars 11 dependents 384 scripts 1.3k downloads

processmapR - Construct Process Maps Using Event Data

Visualize event logs using directed graphs, i.e. process maps. Part of the 'bupaR' framework.

Last updated 6 months ago

cpp

7.62 score 9 stars 3 dependents 156 scripts 1.1k downloads

eventdataR - Event Data Repository

Event dataset repository including both real-life and artificial event logs. They can be used in combination with functionalities provided by the 'bupaR' packages 'edeaR', 'processmapR', etc.

Last updated 3 years ago

6.60 score 2 stars 13 dependents 352 scripts 1.4k downloads

processcheckR - Rule-Based Conformance Checking of Business Process Event Data

Check compliance of event-data from (business) processes with respect to specified rules. Rules supported are of three types: frequency (activities that should (not) happen x number of times), order (succession between activities) and exclusiveness (and and exclusive choice between activities).

Last updated 2 years ago

5.57 score 4 stars 1 dependents 31 scripts 358 downloads

bupaverse - Easily Install and Load the 'bupaverse'

The 'bupaverse' is an open-source, integrated suite of R-packages for handling and analysing business process data, developed by the Business Informatics research group at Hasselt University, Belgium. Profoundly inspired by the 'tidyverse' package, the 'bupaverse' package is designed to facilitate the installation and loading of multiple 'bupaverse' packages in a single step. Learn more about 'bupaverse' at the <https://bupar.net> homepage.

Last updated 2 years ago

4.32 score 2 stars 21 scripts 420 downloads

petrinetR - Building, Visualizing, Exporting and Replaying Petri Nets

Functions for the construction of Petri Nets. Petri Nets can be replayed by firing enabled transitions. Silent transitions will be hidden by the execution handler. Also includes functionalities for the visualization of Petri Nets and export of Petri Nets to PNML (Petri Net Markup Language) files.

Last updated 2 years ago

4.28 score 4 stars 1 dependents 16 scripts 439 downloads

psmineR - Performance Spectrum Miner for Event Data

Compute detailed and aggregated performance spectrum for event data. The detailed performance spectrum describes the event data in terms of segments, where the performance of each segment is measured and plotted for any occurrences of this segment over time and can be classified, e.g., regarding the overall population. The aggregated performance spectrum visualises the amount of cases of particular performance over time. Denisov, V., Fahland, D., & van der Aalst, W. M. P. (2018) <doi:10.1007/978-3-319-98648-7_9>.

Last updated 2 years ago

4.00 score 20 scripts 309 downloads

xesreadR - Read and Write XES Files

Read and write XES Files to create event log objects used by the 'bupaR' framework. XES (Extensible Event Stream) is the `IEEE` standard for storing and sharing event data (see <http://standards.ieee.org/findstds/standard/1849-2016.html> for more info).

Last updated 6 years ago

3.62 score 1 stars 1 dependents 14 scripts 411 downloads

processmonitR - Building Process Monitoring Dashboards

Functions for constructing dashboards for business process monitoring. Building on the event log objects class from package 'bupaR'. Allows the use to assemble custom shiny dashboards based on process data.

Last updated 7 years ago

3.48 score 1 stars 30 scripts 476 downloads

processpredictR - Process Prediction

Means to predict process flow, such as process outcome, next activity, next time, remaining time, and remaining trace. Off-the-shelf predictive models based on the concept of Transformers are provided, as well as multiple ways to customize the models. This package is partly based on work described in Zaharah A. Bukhsh, Aaqib Saeed, & Remco M. Dijkman. (2021). "ProcessTransformer: Predictive Business Process Monitoring with Transformer Network" <arXiv:2104.00721>.

Last updated 2 years ago

3.15 score 28 scripts 264 downloads

bpmnR - Support for BPMN (Business Process Management Notation) Models

Creating, rendering and writing BPMN diagrams <https://www.bpmn.org/>. Functionalities can be used to visualize and export BPMN diagrams created using the 'pm4py' and 'bupaRminer' packages. Part of the 'bupaR' ecosystem.

Last updated 1 years ago

2.70 score 6 scripts 258 downloads

understandBPMN - Calculator of Understandability Metrics for BPMN

Calculate several understandability metrics of BPMN models. BPMN stands for business process modelling notation and is a language for expressing business processes into business process diagrams. Examples of these understandability metrics are: average connector degree, maximum connector degree, sequentiality, cyclicity, diameter, depth, token split, control flow complexity, connector mismatch, connector heterogeneity, separability, structuredness and cross connectivity. See R documentation and paper on metric implementation included in this package for more information concerning the metrics.

Last updated 5 years ago

cpp

1.57 score 37 scripts 169 downloads