TELKOMNIKA (Telecommunication Computing Electronics and Control)
Vol 18, No 6: December 2020

Adopted topic modeling for business process and software component conformity checking

Adhatus Solichah Ahmadiyah (Institut Teknologi Sepuluh Nopember)
Riyanarto Sarno (Institut Teknologi Sepuluh Nopember)
Fony Revindasari (Institut Teknologi Sepuluh Nopember)



Article Info

Publish Date
01 Dec 2020

Abstract

Business processes and software components, especially class diagrams, have a firm connection. Considering software components support the business process in providing an excellent product and service. Besides, business process changes affect on software component design. One of them usually appears on the label or name of the software component or business process. Sometimes, a related business process and software component appears in the different label but the same meaning rather than using the same label. This situation is problematic when there are many changes to be made, in which the software component's modifying process becomes quite long. Therefore, the software maintainers should obtain an efficient procedure to shorten the modifying process. One solution is by using conformity checking, which helps the software maintainers know which software component is related to a specific business process. This paper compared two leading topic modeling techniques, namely probabilistic latent semantic analysis (PLSA) and latent Dirichlet allocation (LDA), to determine which one has a better performancefor process traceability.

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Journal Info

Abbrev

TELKOMNIKA

Publisher

Subject

Computer Science & IT

Description

Submitted papers are evaluated by anonymous referees by single blind peer review for contribution, originality, relevance, and presentation. The Editor shall inform you of the results of the review as soon as possible, hopefully in 10 weeks. Please notice that because of the great number of ...