Rights statement: (c) Springer International Publishing Switzerland 2015 W. Abramowicz (Ed.): BIS 2015, LNBIP 208, pp. 115–126, 2015. DOI: 10.1007/978-3-319-19027-3_10
Accepted author manuscript, 561 KB, PDF document
Available under license: CC BY-NC: Creative Commons Attribution-NonCommercial 4.0 International License
Final published version
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
}
TY - GEN
T1 - Evaluation of the dynamic construct competition miner for an eHealth system
AU - Redlich, David
AU - Galushka, Mykola
AU - Molka, Thomas
AU - Gilani, Wasif
AU - Blair, Gordon Shaw
AU - Rashid, Awais
PY - 2015
Y1 - 2015
N2 - Business processes of some domains are highly dynamic and increasingly complex due to their dependencies on a multitude of services provided by various providers. The quality of services directly impacts the business process’s efficiency. A first prerequisite for any optimization initiative requires a better understanding of the deployed business processes. However, the business processes are either not documented at all or are only poorly documented. Since the actual behaviour of the business processes and underlying services can change over time it is required to detect the dynamically changing behaviour in order to carry out correct analyses. This paper presents and evaluates the integration of the Dynamic Construct Competition Miner (DCCM) as process monitor in the TIMBUS architecture. The DCCM discovers business processes and recognizes changes directly from an event stream at run-time. The evaluation is carried out in the context of an industrial use-case from the eHealth domain. We will describe the key aspects of the use-case and the DCCM as well as present the relevant evaluation results.
AB - Business processes of some domains are highly dynamic and increasingly complex due to their dependencies on a multitude of services provided by various providers. The quality of services directly impacts the business process’s efficiency. A first prerequisite for any optimization initiative requires a better understanding of the deployed business processes. However, the business processes are either not documented at all or are only poorly documented. Since the actual behaviour of the business processes and underlying services can change over time it is required to detect the dynamically changing behaviour in order to carry out correct analyses. This paper presents and evaluates the integration of the Dynamic Construct Competition Miner (DCCM) as process monitor in the TIMBUS architecture. The DCCM discovers business processes and recognizes changes directly from an event stream at run-time. The evaluation is carried out in the context of an industrial use-case from the eHealth domain. We will describe the key aspects of the use-case and the DCCM as well as present the relevant evaluation results.
KW - Business process management
KW - Process discovery
KW - Enterprise architecture
KW - Complex event processing
KW - eHealth
U2 - 10.1007/978-3-319-19027-3_10
DO - 10.1007/978-3-319-19027-3_10
M3 - Conference contribution/Paper
SN - 9783319190266
T3 - Lecture Notes in Business Information Processing
SP - 115
EP - 126
BT - Business Information Systems
A2 - Abramowicz, Witold
PB - Springer
CY - Cham
ER -