Published June 1, 2024
| Version 1.0
Dataset
Open
Evaluation datasets, results, and supplementary material of the paper "Efficient State Computation for Log Animation and Short-Term Simulation Using N-Gram Indexing"
Description
Event logs, process models, results, and supplementary material corresponding to the paper "Efficient State Computation for Log Animation and Short-Term Simulation Using N-Gram Indexing".
Inputs: preprocessed event logs and discovered process models (and their characteristics) used in the evaluation.
- Real-life: preprocessed event logs (xes and csv) corresponding to the real-life processes used in the evaluation. Process models (bpmn and pnml) discovered with the Inductive Miner infrequent for thresholds of 10%, 20%, and 50%. Characteristics (txt) of the event logs and process models. Ongoing cases result of splitting each case in the preprocessed event logs (under folder split).
- Synthetic: simulated event logs (csv) corresponding to the synthetic processes used in the evaluation. Designed process models (bpmn and pnml). Ongoing cases result of splitting each case in the preprocessed event logs (under folder split). Ongoing cases with injected noise as described in the publication (under folders noise_1, noise_2, and noise_3).
Files
inputs.zip
Additional details
Funding
References
- van Dongen, Boudewijn (2012): BPI Challenge 2012. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:3926db30-f712-4394-aebc-75976070e91f
- Ward Steeman (2013): BPI Challenge 2013, incidents. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:500573e6-accc-4b0c-9576-aa5468b10cee
- van Dongen, Boudewijn (2014): BPI Challenge 2014: Activity log for incidents. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:86977bac-f874-49cf-8337-80f26bf5d2ef
- van Dongen, Boudewijn (2017): BPI Challenge 2017. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:5f3067df-f10b-45da-b98b-86ae4c7a310b
- van Dongen, Boudewijn; Borchert, F. (Florian) (2018): BPI Challenge 2018. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:3301445f-95e8-4ff0-98a4-901f1f204972
- van Dongen, Boudewijn (2019): BPI Challenge 2019. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:d06aff4b-79f0-45e6-8ec8-e19730c248f1
- van Dongen, Boudewijn (2020): BPI Challenge 2020. Version 1. 4TU.ResearchData. collection. https://doi.org/10.4121/uuid:52fb97d4-4588-43c9-9d04-3604d4613b51
- Mannhardt, Felix (2016): Sepsis Cases - Event Log. Version 1. 4TU.ResearchData. dataset. https://doi.org/10.4121/uuid:915d2bfb-7e84-49ad-a286-dc35f063a460