Start time and duration distribution estimation in semi-structured processes

Andreas Wombacher, Maria Eugenia Iacob

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

3 Citations (Scopus)
23 Downloads (Pure)

Abstract

Semi-structured processes are business workflows, where the execution of the workflow is not completely controlled by a workflow engine, i.e., an implementation of a formal workflow model. Examples are workflows where actors potentially have interaction with customers reporting the result of the interaction in a process aware information system. Building a performance model for resource management in these processes is difficult since the required information is only partially recorded. In this paper we propose a systematic approach for the creation of an event log that is suitable for available process mining tools. This event log is created by an incrementally cleansing of data. The proposed approach is evaluated in an experiment.
Original languageUndefined
Title of host publicationProceedings of the 28th Annual ACM Symposium on Applied Computing (SAC 2013)
Place of PublicationNew York
PublisherAssociation for Computing Machinery (ACM)
Pages1403-1409
Number of pages7
ISBN (Print)978-1-4503-1656-9
DOIs
Publication statusPublished - Mar 2013
Event28th Annual ACM Symposium on Applied Computing, SAC 2013 - Lisbon, Portugal
Duration: 18 Mar 201322 Mar 2013
Conference number: 28
http://www.sigapp.org/sac/sac2013/

Publication series

Name
PublisherACM

Conference

Conference28th Annual ACM Symposium on Applied Computing, SAC 2013
Abbreviated titleSAC
CountryPortugal
CityLisbon
Period18/03/1322/03/13
Internet address

Keywords

  • EWI-23322
  • IR-86106
  • METIS-297625

Cite this

Wombacher, A., & Iacob, M. E. (2013). Start time and duration distribution estimation in semi-structured processes. In Proceedings of the 28th Annual ACM Symposium on Applied Computing (SAC 2013) (pp. 1403-1409). New York: Association for Computing Machinery (ACM). https://doi.org/10.1145/2480362.2480626