Management of Information System Journal
Vol 4 No 3: Juli 2026

Game RPG Matematika Berbasis Fuzzy Mamdani-DDA dan Dasbor Guru untuk Sekolah Dasar

Yulyanto (Universitas Kuningan)
Muhammad Nauval Bintang (Universitas Kuningan)
Rio Andriyat Kridiawan (Universitas Kuningan)



Article Info

Publish Date
17 Jul 2026

Abstract

This study develops and evaluates the feasibility of “Jiwa Menghitung,” an Android turn-based RPG for elementary school mathematics (Grades 4–6). The principal novelties are: (1) adoption of Fuzzy Mamdani inference—rather than Sugeno—as the DDA engine, yielding linguistically interpretable categorical outputs (Easy/Medium/Hard) directly communicable to educators; and (2) a dual-sided architecture integrating the game client with a real-time teacher dashboard via Firebase. The Mamdani engine, governed by nine IF-THEN rules and Centroid of Gravity (COG) defuzzification, adapts question difficulty from two inputs: player response time and error count. Membership function parameters were validated through expert review by two mathematics teachers, and the rule base verified by white-box analysis (V(G)=3). User Acceptance Testing (UAT) with 42 students yielded 90.98% overall acceptance (Usability: 95.35%; DDA System: 80.00%), while teacher UAT (n=2) produced 88.09%—both exceeding the “Very Feasible” threshold. N-gain analysis for Grades 4 and 5 produced moderate gains (g=0.36 and g=0.34), while Grade 6 exhibited a ceiling effect identifying a critical design constraint. Findings confirm the technical feasibility and user acceptance of Mamdani-based DDA, while establishing adaptation granularity as a key development priority.

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Journal Info

Abbrev

mis

Publisher

Subject

Computer Science & IT Control & Systems Engineering

Description

Management of Information System Journal merupakan jurnal yang mempublikasi hasil penelitian pada bidang Manajemen Informatika maupun Sistem Informasi, namun Management of Information System Journal dapat juga menampung kajian pada bidang Computer Science. Management of Information System Journal ...