Abstract
The problem of constructing flexible process models is very urgent nowadays. The structure of flexible processes may be changed either at configuration or runtime stages. Therefore, the flexible process model can be further adapted to the specific implementation conditions in static and dynamic modes. The process model can be constructed by traditional methods, involving domain experts, and by process mining techniques as well. Process mining technique is used for process modeling based on their execution recorded in event logs. The current work is based on the idea of constructing a flexible process model by process mining techniques using algebra of finite predicates (AFP) and logical networks. AFP is intended to formalize the logical processes and represents the discrete unit to describe arbitrary finite relations. Solving AFP equations is implemented by logical networks that convert algebraic equations into a binary system. The proposed approach represents augmentation of a consecutive model at the stage of log analysis for various executions of the process. Identification of different elements is performed by logical networks.
Original language | English |
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Title of host publication | 2014 9th International Forum on Strategic Technology, IFOST 2014 |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Pages | 97-101 |
Number of pages | 5 |
ISBN (Print) | 9781479960620 |
DOIs | |
Publication status | Published - 17 Dec 2014 |
Event | 9th International Forum on Strategic Technology, IFOST 2014 - Cox's Bazar, Bangladesh Duration: 21 Oct 2014 → 23 Oct 2014 |
Other
Other | 9th International Forum on Strategic Technology, IFOST 2014 |
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Country | Bangladesh |
City | Cox's Bazar |
Period | 21.10.14 → 23.10.14 |
Keywords
- algorithms
- business intelligence
- event logs
- flexible process
- logical networks
- model
ASJC Scopus subject areas
- Energy Engineering and Power Technology
- Civil and Structural Engineering
- Building and Construction
- Fuel Technology
- Computer Networks and Communications