A process-mining-based scenarios generation method for SOA application development. Issue 3 (September 2016)
- Record Type:
- Journal Article
- Title:
- A process-mining-based scenarios generation method for SOA application development. Issue 3 (September 2016)
- Main Title:
- A process-mining-based scenarios generation method for SOA application development
- Authors:
- Jiang, Lihong
Wang, Jianyi
Shah, Nazaraf
Cai, Hongming
Huang, Chengxi
Farmer, Ray - Abstract:
- Abstract Business process models which are usually constructed by business designers from experience and analysis are the main guidelines for services composition in the service-oriented architecture (SOA) applications development. However, due to the complexity of business models, it is a challenging task for business process designers to optimize the process models dynamically in accordance with changes in business environments. In this paper, a process-mining-based method is proposed to support business process designers to monitor efficiency or capture the changes of a business process. Firstly, we define a scenario model to depict business elements and their relationships which are critical to business process design. Based on the proposed scenario model, process mining algorithms, including control flow mining, roles mining and data flow mining are carried out in a certain sequence synthetically to extract business scenarios from event logs recorded by SOA application systems. Finally, we implement a prototype using a logistic scenario to illustrate the feasibility of our method in SOA applications development.
- Is Part Of:
- Service oriented computing and applications. Volume 10:Issue 3(2016:Sep.)
- Journal:
- Service oriented computing and applications
- Issue:
- Volume 10:Issue 3(2016:Sep.)
- Issue Display:
- Volume 10, Issue 3 (2016)
- Year:
- 2016
- Volume:
- 10
- Issue:
- 3
- Issue Sort Value:
- 2016-0010-0003-0000
- Page Start:
- 303
- Page End:
- 315
- Publication Date:
- 2016-09
- Subjects:
- SOA -- Business process model -- Process mining -- Scenario discovery
Electronic data processing -- Distributed processing -- Periodicals
Web services -- Periodicals
Electronic commerce -- Periodicals
004 - Journal URLs:
- http://link.springer.com/journal/11761 ↗
http://www.springer.com/gb/ ↗ - DOI:
- 10.1007/s11761-015-0188-8 ↗
- Languages:
- English
- ISSNs:
- 1863-2386
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 8251.750000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 10042.xml