Abstract

Business process is a collection of all activities and tasks in achieving the goals of a company or an organization. This study aims to find the gap value obtained from the business process model matching technique. Process model matching can be used to identify similar processes or activities in a business process model. There are three things in finding similarities between each process model, including the similarity of label, structural similarity, and behavioral similarity. Probabilistic Latent Semantic Analysis is used to get the probability of topics. The calculation result of the probability of the document in the topic with the similarity value obtained is 0.063. Dice Coefficient is used to calculate the similarity of the structure of the business process model compared to showing the similarity results with a precision value of 0.695. Jaccard Coefficient is used to calculate the similarity of behavior of a business process model compared to showing the results of similarities with a precision value of 0.342. By looking at the precision value of the three mechanisms for measuring similarities, it can be said that business processes that are running are actually not in accordance with the business processes in the SOP.

Original languageEnglish
Title of host publicationProceedings - 2nd East Indonesia Conference on Computer and Information Technology
Subtitle of host publicationInternet of Things for Industry, EIConCIT 2018
EditorsHaviluddin Haviluddin, Aji Prasetya Wibawa, Purnawansyah Purnawansyah, Lala Septem Riza, Huzain Azis, Yulita Salim, Rheo Malani, Achmad Fanany Onnilita Gaffar, Herdianti Darwis, Wistiani Astuti, Farniwati Fattah, Ramdan Satra, Herman Herman, Tasrif Hasanuddin, Abdul Rachman Manga
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages192-196
Number of pages5
ISBN (Electronic)9781538680483
DOIs
Publication statusPublished - Nov 2018
Event2nd East Indonesia Conference on Computer and Information Technology, EIConCIT 2018 - Makassar, Indonesia
Duration: 6 Nov 20187 Nov 2018

Publication series

NameProceedings - 2nd East Indonesia Conference on Computer and Information Technology: Internet of Things for Industry, EIConCIT 2018

Conference

Conference2nd East Indonesia Conference on Computer and Information Technology, EIConCIT 2018
Country/TerritoryIndonesia
CityMakassar
Period6/11/187/11/18

Keywords

  • business process
  • dice coefficient similarity
  • graph matching
  • jaccard coefficient similarity
  • probabilistic latent semantic analysis

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