Publication Details

Applying Process Mining to the Ship Handling Process at Oil Terminal

RUDNITCKAIA Julia, HRUŠKA Tomáš et al. Applying Process Mining to the Ship Handling Process at Oil Terminal. In: Conference on Industrial Cyber Physical Systems. IEEEXplore. Taipei: Institute of Electrical and Electronics Engineers, 2019, pp. 552-557. ISBN 978-1-5386-8500-6. Available from: https://ieeexplore.ieee.org/abstract/document/8780305
Czech title
Použití metodu Process Mining na přístavu
Type
conference paper
Language
english
Authors
Rudnitckaia Julia, Mgr., Ph.D. (DIFS FIT BUT)
Hruška Tomáš, prof. Ing., CSc. (DIFS FIT BUT)
and others
URL
Keywords
  • Data mining,
  • Logistics,
  • Measurement,
  • Marine vehicles,
  • Seaports,
  • Context modeling
Abstract

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.

Published
2019
Pages
552-557
Proceedings
Conference on Industrial Cyber Physical Systems
Series
IEEEXplore
Conference
IEEE International Conference on Industrial Cyber-Physical Systems, Taipei, Taiwan, TW
ISBN
978-1-5386-8500-6
Publisher
Institute of Electrical and Electronics Engineers
Place
Taipei, TW
DOI
10.1109/ICPHYS.2019.8780305
UT WoS
000518988100078
EID Scopus
2-s2.0-85070870917
BibTeX 
@INPROCEEDINGS{FITPUB12058,
   author = "Julia Rudnitckaia and Tom\'{a}\v{s} Hru\v{s}ka and et al.",
   title = "Applying Process Mining to the Ship Handling Process at Oil Terminal",
   pages = "552--557",
   booktitle = "Conference on Industrial Cyber Physical Systems",
   series = "IEEEXplore",
   year = 2019,
   location = "Taipei, TW",
   publisher = "Institute of Electrical and Electronics Engineers",
   ISBN = "978-1-5386-8500-6",
   doi = "10.1109/ICPHYS.2019.8780305",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/12058"
}
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