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All Journal ILKOMNIKA: Journal of Computer Science and Applied Informatics JOURNAL OF INFORMATION SYSTEM MANAGEMENT (JOISM) TIN: TERAPAN INFORMATIKA NUSANTARA Journal of Computer Networks, Architecture and High Performance Computing Journal of System and Computer Engineering Journal Automation Computer Information System (JACIS) Fahma : Jurnal Informatika Komputer, Bisnis dan Manajemen Krisnadwipayana International Journal of Management Studies
Prabowo, Tito
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Black Box Testing Using Equivalence Partitioning for Indonesian Livestock Population Prediction Application Prabowo, Tito; Lestariningsih, Lestariningsih; Karomah, Siti; Ramadhani, Karunia Putri Anggrai
ILKOMNIKA Vol 8 No 2 (2026): Volume 8, Number 2, August 2026
Publisher : Lembaga Penelitian dan Pengabdian Masyarakat

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.28926/ilkomnika.v8i2.932

Abstract

When software is developed, thorough functional validation is essential to ensure that applications operate according to design specifications and user expectations. Inadequate data validation can lead to inaccurate database records, causing prediction models to return unreliable forecasts that negatively affect stakeholders. This paper presents a functional verification of an Indonesian livestock population prediction web platform using the Equivalence Partitioning (EP) technique within a Black Box Testing framework. Rather than focusing solely on output validation, this study formalizes input domains by partitioning them into valid and invalid equivalence classes across five core application modules: Authentication, Population Data Management, Predictive Analytics Execution, News Content Administration, and Interactive Mapping. To evaluate testing quality quantitatively, a Test Effectiveness Metric based on the ratio of successfully executed valid test cases to total designed partitions was introduced, achieving a functional effectiveness score of 100% across all 9 designed test cases. The empirical findings confirm that the system correctly enforces input constraints and error-handling logic, providing a robust web application for agricultural planning.
Co-Authors Abd. Charis Fauzan Baqi, Utrodus Said Al Dewi Lestari Harliana Harliana Harliana Harliana Karomah, Siti Kartika Dewi Khasanah, Walidatul Isna Khusairi, Asep Lestariningsih Lestariningsih Machfud, Imam Mafula, Veradella Yuelisa Muhammad Rizky Ramadhan Nuraeni, Septiya Ramadhani, Karunia Putri Anggrai Rouf, M. Abd. Rusdian Yusron, Rizki Darma Sunarti Syaifuddin, Akhmad Tri Handayani