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