DocumentCode :
1773982
Title :
Student registration process evaluation using process mining case study: IT Telkom
Author :
Atastina, Imelda ; Kurniati, Angelina Prima
Author_Institution :
Sch. of Comput., Telkom Univ. Bandung, Bandung, Indonesia
fYear :
2014
fDate :
Sept. 29 2014-Oct. 1 2014
Firstpage :
189
Lastpage :
193
Abstract :
The process of student registration in IT Telkom needs to be evaluated to enable the continual improvements. For this purpose, the process mining was used to obtain a real overview of the actual process happening on student´s registration process through IT Telkom registration information system. Fuzzy mining approach is proven to be more suitable to be used in this case compared to Alpha algorithm, although it seems that the student registration process is a structured process. This paper contributes in presenting an experience of algorithm selection on creating an informative process model and recommendation on the student registration process improvement, especially for IT Telkom.
Keywords :
data mining; educational administrative data processing; fuzzy set theory; information systems; IT Telkom registration information system; fuzzy mining approach; informative process model; process mining; student registration process evaluation; Adaptation models; Business; Data mining; Educational institutions; Heuristic algorithms; Information systems; PROM; IT Telkom; alpha algorithm; fuzzy mining; process mining; student registration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Digital Information Management (ICDIM), 2014 Ninth International Conference on
Conference_Location :
Phitsanulok
Type :
conf
DOI :
10.1109/ICDIM.2014.6991417
Filename :
6991417
Link To Document :
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