Pengembangan Rules-Driven Workflow Management System (RDWfMS) dengan Menggunakan Teknik Data Mining untuk Sistem Informasi Research Center
DOI:
https://doi.org/10.21108/INDOJC.2017.2.1.93Abstract
The tight competition of business and technology today makes the organisation must be able to adapt to changes. The changes could affect not only business process model of the organisation but also their information system, which lead to high cost and time-consuming. Therefore, the design and implementation of an information system should handle with care. Furthermore, the organisation also needs to process data into information and knowledge to support their business. Hence, this research is developed to undertake those problems by developing the information system using hybrid approach of the workflow system and data mining technique with research centre organisation as a case study. The system named as SIMPLER which applying rules-driven workflow and data mining to process data into information and knowledge from research data. SIMPLER tested by measuring its ability as a workflow management system as well as measuring the quality based on end-user satisfaction and perception by using WebQual. Based on the test results indicate that the SIMPLER been able to satisfy the need for business process execution XYZ research centre, able to adapt to changes without reconstructing the source code and gained end users satisfaction of 81.81% and 85% of accuracy.
Downloads
References
Barnes, S., & Vidgen, R. (2000). WebQual: an exploration of website quality. ECIS 2000 Proceedings, 74.
Calvo, R. A. Workflow Management Systems [Powerpoint slides]. Retrieved from http://mark.aufflick.com/files/view/talks/5.1-workflows.ppt
Caverlee, J., Bae, J., Wu, Q., Liu, L., Pu, C., & Rouse, W. B. (2007). Workflow management for enterprise transformation. Information Knowledge Systems Management, 6(1, 2), 61-80 %@ 1389-1995.
Deelman, E., Vahi, K., Juve, G., Rynge, M., Callaghan, S., Maechling, P. J., . . . Wenger, K. (2015). Pegasus, a workflow management system for science automation. Future Generation Computer Systems, 46, 17-35. doi:10.1016/j.future.2014.10.008
Fernandez, H., Tedeschi, C., & Priol, T. (2016). A Chemistry-Inspired Workflow Management System for Decentralizing Workflow Execution. IEEE Transactions on Services Computing, 9(2), 213-226. doi:10.1109/tsc.2013.27
Gruber, H., & Huemer, C. (2009). Profitability Analysis of Workflow Management Systems. 233-238. doi:10.1109/cec.2009.34
Hollingsworth, D., & Hampshire, U. K. (1995). Workflow management coalition: The workflow reference model. Document Number TC00-1003, 19.
Jiawei, H., Micheline, K., & Jian, P. (2011). Data Mining: Concepts and Techniques: Morgan Kaufmann Publishers Inc.
Mariette, J., Escudie, F., Bardou, P., Nabihoudine, I., Noirot, C., Trotard, M. S., . . . Klopp, C. (2016). Jflow: a workflow management system for web applications. Bioinformatics, 32(3), 456-458. doi:10.1093/bioinformatics/btv589
Mark, H., Eibe, F., Geoffrey, H., Bernhard, P., Peter, R., & Ian, H. W. (2009). The WEKA data mining software: an update. SIGKDD Explor. Newsl. %@ 1931-0145, 11(1), 10-18. doi:10.1145/1656274.1656278
Marozzo, F., Talia, D., & Trunfio, P. (2016). A Workflow Management System for Scalable Data Mining on Clouds. IEEE Transactions on Services Computing, 1-1. doi:10.1109/tsc.2016.2589243
Mosweu, O., Bwalya, K., & Mutshewa, A. (2016). Examining factors affecting the adoption and usage of document workflow management system (DWMS) using the UTAUT model. Records Management Journal, 26(1), 38-67. doi:10.1108/rmj-03-2015-0012
Places, Ã. S., Fariña, A., Luaces, M. R., Pedreira, Ó., & Seco, D. (2014). A workflow management system to feed digital libraries: proposal and case study. Multimedia Tools and Applications, 75(7), 3843-3877. doi:10.1007/s11042-014-2155-3
Riel., M. (2010-2017, (Last revision Jan, 2017). Understanding Action Research. (Last revision Jan, 2017). (Last revision. Retrieved from http://cadres.pepperdine.edu/ccar/define.html
Wilis, J. (2005). Developing Rules Driven Workflows in Windows Workflow Foundation [Powerpoint slides]. Retrieved from http://www.blog.blanar.net/files/COM318_Willis.ppt
. Workflow handbook 1997. (1997): John Wiley & Sons, Inc.
Downloads
Published
How to Cite
Issue
Section
License
- Manuscript submitted to IndoJC has to be an original work of the author(s), contains no element of plagiarism, and has never been published or is not being considered for publication in other journals.Â
- Copyright on any article is retained by the author(s). Regarding copyright transfers please see below.
- Authors grant IndoJC a license to publish the article and identify itself as the original publisher.
- Authors grant IndoJC commercial rights to produce hardcopy volumes of the journal for sale to libraries and individuals.
- Authors grant any third party the right to use the article freely as long as its original authors and citation details are identified.
- The article and any associated published material is distributed under the Creative Commons Attribution 4.0License