@article{ART003090596},
author={Frans Prathama and Seokrae Won and Iq Reviessay Pulshashi and Riska Asriana Sutrisnowati},
title={EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={6},
pages={101-112},
doi={10.9708/jksci.2024.29.06.101}
TY - JOUR
AU - Frans Prathama
AU - Seokrae Won
AU - Iq Reviessay Pulshashi
AU - Riska Asriana Sutrisnowati
TI - EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 6
PB - The Korean Society Of Computer And Information
SP - 101
EP - 112
SN - 1598-849X
AB - In this paper, we present EDF (Event Data Factory), an interactive tool designed to assist event log generation for process mining. EDF integrates various data connectors to improve its capability to assist users in connecting to diverse data sources. Our tool employs low-code/no-code technology, along with graph-based visualization, to help non-expert users understand process flow and enhance the user experience. By utilizing metadata information, EDF allows users to efficiently generate an event log containing case, activity, and timestamp attributes. Through log quality metrics, our tool enables users to assess the generated event log quality. We implement EDF under a cloud-based architecture and run a performance evaluation. Our case study and results demonstrate the usability and applicability of EDF.
Finally, an observational study confirms that EDF is easy to use and beneficial, expanding small and medium-sized enterprises’ (SMEs) access to process mining applications.
KW - Event Log;Log Generation;Process Mining;Cloud Computing;Distributed Computing
DO - 10.9708/jksci.2024.29.06.101
ER -
Frans Prathama, Seokrae Won, Iq Reviessay Pulshashi and Riska Asriana Sutrisnowati. (2024). EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises. Journal of The Korea Society of Computer and Information, 29(6), 101-112.
Frans Prathama, Seokrae Won, Iq Reviessay Pulshashi and Riska Asriana Sutrisnowati. 2024, "EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises", Journal of The Korea Society of Computer and Information, vol.29, no.6 pp.101-112. Available from: doi:10.9708/jksci.2024.29.06.101
Frans Prathama, Seokrae Won, Iq Reviessay Pulshashi, Riska Asriana Sutrisnowati "EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises" Journal of The Korea Society of Computer and Information 29.6 pp.101-112 (2024) : 101.
Frans Prathama, Seokrae Won, Iq Reviessay Pulshashi, Riska Asriana Sutrisnowati. EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises. 2024; 29(6), 101-112. Available from: doi:10.9708/jksci.2024.29.06.101
Frans Prathama, Seokrae Won, Iq Reviessay Pulshashi and Riska Asriana Sutrisnowati. "EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises" Journal of The Korea Society of Computer and Information 29, no.6 (2024) : 101-112.doi: 10.9708/jksci.2024.29.06.101
Frans Prathama; Seokrae Won; Iq Reviessay Pulshashi; Riska Asriana Sutrisnowati. EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises. Journal of The Korea Society of Computer and Information, 29(6), 101-112. doi: 10.9708/jksci.2024.29.06.101
Frans Prathama; Seokrae Won; Iq Reviessay Pulshashi; Riska Asriana Sutrisnowati. EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises. Journal of The Korea Society of Computer and Information. 2024; 29(6) 101-112. doi: 10.9708/jksci.2024.29.06.101
Frans Prathama, Seokrae Won, Iq Reviessay Pulshashi, Riska Asriana Sutrisnowati. EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises. 2024; 29(6), 101-112. Available from: doi:10.9708/jksci.2024.29.06.101
Frans Prathama, Seokrae Won, Iq Reviessay Pulshashi and Riska Asriana Sutrisnowati. "EDF: An Interactive Tool for Event Log Generation for Enabling Process Mining in Small and Medium-sized Enterprises" Journal of The Korea Society of Computer and Information 29, no.6 (2024) : 101-112.doi: 10.9708/jksci.2024.29.06.101
