Guidelines for recording transport event logs

• Autorzy: Dramski M.

Identyfikatory

DOI

10.17402/271

• Języki publikacji: EN

Abstrakty

EN

A process is an ordered set of related activities taking place in a given time. Processes are present in all branches of the economy, engineering, science, etc. Due to the huge amount of data produced the rapid development of data mining techniques has been observed. Similar methods are also used in the context of processes and are called process mining. The main task of process mining is to create a process model, which is used to reason about the process and to make decisions inside it. The process model may be used to discuss responsibilities, simulations, predictions, etc. The main data structures in process mining are event logs. It is always very important to have correct data which makes creating a reliable process model possible. In this paper the basic guidelines for recording such event logs have been described and conclusions were drawn. The main focus of this research was transport problems.

Słowa kluczowe

EN

event log; process mining; XES; CSV; data; method

• Wydawca: Wydawnictwo Naukowe Akademii Morskiej w Szczecinie
• Czasopismo: Zeszyty Naukowe Akademii Morskiej w Szczecinie
• Rocznik: 2018
• Tom: nr 53 (125)
• Strony: 102--105
• Opis fizyczny: Bibliogr. 7 poz., rys., tab.

Twórcy

autor

Dramski M.

• Maritime University of Szczecin, Institute of Marine Technology 1–2 Wały Chrobrego St., 70-500 Szczecin, Poland

Bibliografia

• 1. Aalst van der, W. (2011) Process mining – discovery, conformance and enhancement of business processes. Berlin Heidelberg: Springer-Verlag.
• 2. Aalst van der, W. (1998) The application of Petri nets to workflow management. The Journal of Circuits, Systems and Computers 8(1), pp. 21–66.
• 3. Dramski, M. (2016) Extensible event stream format for navigational data. Scientific Journals of the Maritime University of Szczecin, Zeszyty Naukowe Akademii Morskiej w Szczecinie 47 (119), pp. 61–65.
• 4. Filipova, K., Stojadinova, T. & Hadjiatanasova, V. (2002) Application of Petri nets for transport streams modeling. Facta Universitatis, Series: Architecture and Civil Engineering 2(4), pp. 295–306.
• 5. Hofstede ter, A.H.M., Aalst van der, W., Adams, M. & Russell, N. (2010) Modern Business Process Automation: YAWL and its Support Environment. Berlin: Springer.
• 6. OMG (2010) Business Process Model and Notation (BPMN). Object Management Group, dtc/2010-06-05.
• 7. Peterson, J (1981) Petri net theory and the modeling of the systems. Prentice-Hall.

Uwagi

Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2018).