Detail publikace

Applying Process Mining to the Ship Handling Process at Oil Terminal

RUDNITCKAIA, J. HRUŠKA, T. NIKDO, N.

Originální název

Applying Process Mining to the Ship Handling Process at Oil Terminal

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

Logistics processes are characterized by a high degree of complexity, dynamics, diversity, and human-centricity. The reasons are manifold - product complexity, unexpected events (such as strikes, weather conditions, accidents, etc.), and the high number of participants in the logistics processes. Improving our understanding and making the process more transparent can help to avoid risks and increase performance. The main purpose of this paper is to show a practical application of process mining in the specific domain of seaport terminals. We apply process mining techniques to real port data and discover process models without a priori knowledge. A new framework for the improvement of process mining results using context-aware information in terms of seaports is proposed.

Klíčová slova

   - Data mining,    - Logistics,    - Measurement,    - Marine vehicles,    - Seaports,    - Context modeling

Autoři

RUDNITCKAIA, J.; HRUŠKA, T.; NIKDO, N.

Vydáno

1. 8. 2019

Nakladatel

Institute of Electrical and Electronics Engineers

Místo

Taipei

ISBN

978-1-5386-8500-6

Kniha

Conference on Industrial Cyber Physical Systems

Edice

IEEEXplore

Strany od

552

Strany do

557

Strany počet

6

URL

https://ieeexplore.ieee.org/abstract/document/8780305

BibTex

@inproceedings{BUT159974,
  author="RUDNITCKAIA, J. and HRUŠKA, T. and NIKDO, N.",
  title="Applying Process Mining to the Ship Handling Process at Oil Terminal",
  booktitle="Conference on Industrial Cyber Physical Systems",
  year="2019",
  series="IEEEXplore",
  pages="552--557",
  publisher="Institute of Electrical and Electronics Engineers",
  address="Taipei",
  doi="10.1109/ICPHYS.2019.8780305",
  isbn="978-1-5386-8500-6",
  url="https://ieeexplore.ieee.org/abstract/document/8780305"
}