Data · dataset · 2010
Artificial dataset for "Automatic Determination of Parameters Values for Heuristics Miner++"
Listed in Zenodo
This set of processes, built for test purposes [1], is composed of 125 process models.
Description
These processes were created using PLG [2, 3]. The generation of the random processes is based on some basic “process patterns”, like the AND-split/join, XORsplit/join, the sequence of two activities, and so on.
For each of the 125 process models, two logs were generated: one with 250 traces and one with 500 traces. In these logs, the 75% of the activities are expressed as time intervals (the other ones are instantaneous) and 5% of the traces are noise. In this context “noise” is considered either a swap between two activities or removal of an activity.
Read the rest (2 more)
References A. Burattin, A. Sperduti. " Automatic Determination of Parameters Values' for Heuristics Miner+ +". In Proceedings of IEEE Congress on Evolutionary Computation (IEEE WCCI CEC 2010); 10.1109/CEC.2010.5586208 A. Burattin. “ PLG2: Multiperspective Processes Randomization and Simulation for Online and Offline Settings ”. In CoRR abs/1506.08415, Jun. 2015.
A. Burattin and A. Sperduti. “ PLG: a Framework for the Generation of Business Process Models and their Execution Logs ”. In Proc. of the 6th Int. Workshop on Business Process Intelligence (BPI 2010); 2010.10.1007/978-3-642-20511-8_20.
Links
Get the data
Where it is published
- Zenodo record zenodo.org/records/19227 ↗
landing page · from Zenodo
- DOI doi.org/10.5281/zenodo.19227 ↗
DOI / persistent id · from Zenodo
Documentation and papers
- IsCitedBy 10.1109/cec.2010.5586208 doi.org/10.1109/cec.2010.5586208 ↗
publication · from Zenodo
Catalogue records · 1
- Zenodo API zenodo.org/api/records/19227 ↗
metadata API · from Zenodo
Topics
- Inferred from text
- Simulation 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Zenodo | 19227 | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Zenodo | connector:zenodo@1.0.0 | /metadata/access_right |
| byte_size | source · Zenodo | connector:zenodo@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · Zenodo | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · Zenodo | connector:zenodo@1.0.0 | |
| description | source · Zenodo | connector:zenodo@1.0.0 | /metadata/description |
| license_text | source · Zenodo | connector:zenodo@1.0.0 | |
| publication_date | source · Zenodo | connector:zenodo@1.0.0 | |
| title | source · Zenodo | connector:zenodo@1.0.0 | /metadata/title |
| updated_date | source · Zenodo | connector:zenodo@1.0.0 |