Traceability between business process and software component using Probabilistic Latent Semantic Analysis

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

6 Citations (Scopus)

Abstract

Business process and software component has relationship on business process execution in the organization or company. Changes in business process affecting the software component. A Method is needed to determine traceability of artifacts between process on business process and software component. The purpose of traceability is to trace the difference between business process of accompany and its software component through the artifacts. The artifacts in business process are identified by sequence of process, while the artifacts in software component are in the form of modules. In the proposed method, there are two main stage, namely modelling of process on business process and software component and document clustering using Probabilistic Latent Semantic Analysis (PLSA). In the modelling phase, process on business process and software component are grouped into documents. Then, the documents are processed by separating document into words. In the document clustering, documents are calculated using PLSA. It can be concluded that the document clustering can be done with recall 100% and precision 59%.

Original languageEnglish
Title of host publication2016 International Conference on Informatics and Computing, ICIC 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages245-250
Number of pages6
ISBN (Electronic)9781509016488
DOIs
Publication statusPublished - 19 Apr 2017
Event1st International Conference on Informatics and Computing, ICIC 2016 - Mataram, Indonesia
Duration: 28 Oct 201629 Oct 2016

Publication series

Name2016 International Conference on Informatics and Computing, ICIC 2016

Conference

Conference1st International Conference on Informatics and Computing, ICIC 2016
Country/TerritoryIndonesia
CityMataram
Period28/10/1629/10/16

Keywords

  • PLSA
  • business process
  • cosine similarity
  • software component
  • traceability

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