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Skup podataka sa Zenodo · Berti, Alessandro

Simulated Inventory Management Database and Object-Centric Event Logs for Process Analysis

Otvori na Zenodo
Licenca
CC BY 4.0dozvoljena komercijalna upotrebaTekst licence
Licenca dozvoljava komercijalnu upotrebu. Obično treba navesti autora — tačni uslovi su u tekstu licence.
Formati
SQLITE, CSV, ZIP, XML, JSON, PY
Veličina
15 MB
Ažurirano
17. 8. 2026.

Opis

Abstract: This repository/dataset provides a suite of Python scripts to generate a simulated relational database for inventory management processes and transform this data into object-centric event logs (OCEL) suitable for advanced process mining analysis. The primary goal is to offer a synthetic yet realistic dataset that facilitates research, development, and application of object-centric process mining techniques in the domain of inventory control and supply chain management. The generated event logs capture common inventory operations, track stock level changes, and are enriched with key inventory management parameters (like EOQ, Safety Stock, Reorder Point) and status-based activity labels (e.g., indicating understock or overstock situations). Overview: Inventory management is a critical business process characterized by the interaction of various entities such as materials, purchase orders, sales orders, plants, suppliers, and customers. Traditional process mining often struggles to capture these complex interactions. Object-Centric Process Mining (OCPM) offers a more suitable paradigm. This project provides the tools to create and explore such data. The workflow involves…

Opis sa Zenodo, skraćen.

Fajlovi (16)

  • SQLITEinventory_management.sqlite448 kB
  • CSVinventory_management.ocel.csv169 kB
  • ZIPinventory_management.ocel.zip58 kB
  • XMLinventory_management.xml821 kB
  • XMLinventory_management_postprocessed.xml4,3 MB
  • ZIPinventory_management_postprocessed.ocel.zip186 kB
  • JSONinventory_management.json995 kB
  • CSVinventory_management_postprocessed.ocel.csv809 kB
  • JSONinventory_management_postprocessed.json5,9 MB
  • SQLITEinventory_management_postprocessed.sqlite1,5 MB
  • PY05_ocel_csv_to_ocel.py3 kB
  • PY04_postprocess_activities.py11 kB
  • PY02_database_to_ocel_csv.py6,5 kB
  • DBinventory_management.db244 kB
  • PY03_ocel_csv_to_ocel.py144 B
  • PY01_generate_simulation.py23 kB

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