Smatika Jurnal : STIKI Informatika Jurnal
Vol 16 No 02 (2026): SMATIKA Jurnal : STIKI Informatika Jurnal

Implementation of the MARCOS Method and Entropy Weighting for Selecting the Best Teacher at Madrasah Ibtidaiyah

Siti Qayyimah (Universitas Hasyim Asy'
ari)

Indana Lazulfa (Universitas Hasyim Asy’Ari)



Article Info

Publish Date
28 Jun 2026

Abstract

Selecting the best teacher in a madrasah requires an assessment mechanism that is transparent, reproducible, and able to process several performance criteria simultaneously. This study evaluates 20 active teachers at Madrasah Ibtidaiyah Al-Huda using five benefit criteria: attendance, pedagogical competence, personality competence, social competence, and professional competence. The criterion weights were calculated objectively using Shannon Entropy, and the alternatives were ranked using the Measurement of Alternatives and Ranking according to Compromise Solution (MARCOS) method. The Entropy calculation produced weights of 0.011 for attendance, 0.266 for pedagogical competence, 0.266 for personality competence, 0.245 for social competence, and 0.212 for professional competence. The MARCOS results show that Wasilul Gaffar obtained the highest utility value of 0.783 and ranked first. Sensitivity testing and Simple Additive Weighting (SAW) comparison indicate that the leading alternative remains stable under several weighting scenarios. The findings show that the integration of Shannon Entropy and MARCOS can support evidence-based teacher performance evaluation in a small madrasah context without relying solely on subjective judgment.

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Journal Info

Abbrev

SMATIKA

Publisher

Subject

Computer Science & IT

Description

SMATIKA: STIKI Informatika Jurnal is a journal published by Lembaga Penelitian & Pengabdian kepada Masyarakat (LPPM) of Universitas Bhinneka Nusantara Malang. The scope of this journal in the field of Computer Science, Information Systems, and Information ...