Detection of processing model basic elements in intellectual analysis of flexible processes through business process intelligence

M. N. Rudometkina, V. G. Spitsyn

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

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 languageEnglish
Title of host publication2014 9th International Forum on Strategic Technology, IFOST 2014
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages97-101
Number of pages5
ISBN (Print)9781479960620
DOIs
Publication statusPublished - 17 Dec 2014
Event9th International Forum on Strategic Technology, IFOST 2014 - Cox's Bazar, Bangladesh
Duration: 21 Oct 201423 Oct 2014

Other

Other9th International Forum on Strategic Technology, IFOST 2014
CountryBangladesh
CityCox's Bazar
Period21.10.1423.10.14

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

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  • Cite this

    Rudometkina, M. N., & Spitsyn, V. G. (2014). Detection of processing model basic elements in intellectual analysis of flexible processes through business process intelligence. In 2014 9th International Forum on Strategic Technology, IFOST 2014 (pp. 97-101). [6991080] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IFOST.2014.6991080