Naslov
FRAMEWORK FOR DISCRETE-EVENT SIMULATION MODELING SUPPORTED BY LMS DATA AND PROCESS MINING

Autori
Jadrić, Mario

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 15th International Symposium on Operational Research SOR'19 / Zadnik Stirn, L. ; Kljajić Borštnar, M. ; Žerovnik, J. ; Drobne, S. ; Povh, J. - : Slovensko društvo informatika, 2019, 225-230

ISBN
978-961-6165-55-6

Skup
15th International Symposium on Operations Research in Slovenia (SOR '19)

Mjesto i datum
Bled, Slovenija, 25.09.2019. - 27.09.2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
learning management systems, learning analytics, educational data mining, educational process mining, discrete-event simulation model

Sažetak
The use of Learning Management Systems (LMS) generates a large amount of data that could, among other purposes, be used to uncover hidden processes reflecting student learning behaviour. To gain valuable insights from the collected data and activities that occurred in the process, techniques such as data and process mining need to be employed. Apart from presenting the advantages of the advanced detection of student behaviour and processes based on the data from LMSs, this paper proposes a conceptual model for using the techniques to support the development of discrete-event simulation models in an educational environment. Additionally, research and practical challenges for successful integration of the presented concepts and techniques are elaborated.

Izvorni jezik
Engleski

Znanstvena područja
Ekonomija, Informacijske i komunikacijske znanosti

POVEZANOST RADA