Jurnal Teknik Informatika (JUTIF)
Vol. 7 No. 4 (2026): JUTIF Volume 7, Number 4, August 2026

Laboratory Assistant Selection Using Fuzzy BWM and Fuzzy TOPSIS with Sensitivity Analysis and Monte Carlo Simulation

Dwi Jatmiko (Magister of Information Systems, University of Dinamika Bangsa, Indonesia)
Benni Purnama (Magister of Information Systems, University of Dinamika Bangsa, Indonesia)
Effiyaldi Effiyaldi (Magister of Information Systems, University of Dinamika Bangsa, Indonesia)
Nurhadi Nurhadi (Magister of Information Systems, University of Dinamika Bangsa, Indonesia)



Article Info

Publish Date
18 Aug 2026

Abstract

This study addresses the challenge of laboratory assistant selection at Universitas Nurdin Hamzah (UNH) Jambi, where manual assessment can introduce subjectivity and limited transparency. To improve objectivity and traceability, this research develops a web-based Decision Support System (DSS) by integrating the Fuzzy Best–Worst Method (Fuzzy-BWM) to derive criteria weights and the Fuzzy Technique for Order Preference by Similarity to Ideal Solution (Fuzzy-TOPSIS) to rank candidates. The evaluation uses four criteria: Competency Test (C1), Certification (C2), Grade Point Average (GPA) (C3), and Interview (C4), with assessments represented by linguistic fuzzy scales to accommodate uncertainty in human judgment. The system generates ranking outputs along with the Closeness Coefficient (CC) as an interpretable decision indicator. Robustness is further examined using sensitivity analysis and Monte Carlo simulation under varying criteria weights to evaluate ranking stability. Results show that the proposed DSS produces measurable and explainable rankings and provides additional evidence of decision robustness under weight perturbations. From an Informatics and Computer Science perspective, this work demonstrates the practical integration of fuzzy-MCDM algorithms into a reliable computerized DSS that supports transparent, reproducible, and auditable decision-making in academic operational management.

Copyrights © 2026






Journal Info

Abbrev

jurnal

Publisher

Subject

Computer Science & IT

Description

Jurnal Teknik Informatika (JUTIF) is an Indonesian national journal, publishes high-quality research papers in the broad field of Informatics, Information Systems and Computer Science, which encompasses software engineering, information system development, computer systems, computer network, ...