Functional Suitability Testing of Web-Based Warehouse Inventory Application Using Black Box Testing

Authors

  • Sekar Ajeng Kinasih Pamulang University
  • Reza Sahputra Pamulang University
  • Chairul Anwar Pamulang University

DOI:

https://doi.org/10.61536/ambidextrous.v3i02.391

Keywords:

Black Box Testing, Functional Suitability, Inventory Management, Software Quality, Warehouse System

Abstract

Warehouse inventory management increasingly relies on web-based applications for real-time stock monitoring amidst the complexity of the Indonesian supply chain. This study evaluates the functional suitability of a Web-Based Warehouse Inventory Application using black box testing according to the ISO/IEC 25010 standard. Using a descriptive qualitative approach, the study population includes 11 functional modules, with a purposive sample of 50 test cases that test authentication, master data, transactions, and reports. The instruments consist of structured test cases based on equivalence partitioning, boundary value analysis, decision table testing, and use case testing, analyzed through PASS/FAIL comparisons, defect severity classification according to ISO/IEC 29119, and thematic pattern identification. The results show an 85% success rate for core operations such as login validation, CRUD functions, and stock reporting, but critical failures were found in stock validation (allowing negative stock), dashboard access without login, lack of session timeout, and the transaction edit feature. In conclusion, although the basic functions meet operational needs, security and data integrity gaps require immediate remediation for production readiness.

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References

Aisyah, S., Anwar, C., Satmoko, N. D., & Nuryanto, U. W. (2023). Role of product quality and store atmosphere on purchase decision of clothing product Vintage Vibes. JEMSI (Jurnal Ekonomi, Manajemen, Dan Akuntansi), 9(1), 172–178.

Alghawli, A. S. A., et al. (2025). Analysis of authentication methods and secure web application design: Vulnerabilities, attacks, and mitigation strategies. International Journal of Web Security, 12(2), 67–89.

Altavant Consulting Team. (2025). Hidden causes of inventory inaccuracy in warehouse systems: Human error, system failures, and data integrity gaps. Supply Chain Management Review, 21(1), 45–63.

Andriani, R., & Kusuma, I. (2021). Software testing risk analysis in inventory management applications. Journal of Informatics Engineering, 12(4), 78–89.

Anwar, C. (2022). Application of academic information system with extreme programming method (Case study: Jakarta International Polytechnic) [Unpublished manuscript].

Anwar, C. (2024). Rekomendasi teknis untuk pengolahan data berbasis web. Jurnal Informatika Utama, 2(1), 50–54. https://doi.org/10.55903/jitu.v2i1.166

Anwar, C. Prediction of academic achievement of Pamulang University students using artificial neural networks.

Anwar, C., & Harits, A. (2025). Perancangan sistem kuisioner penilaian kapabilitas framework COBIT 2019. Jurnal Informatika Utama, 3(1), 42–51.

Anwar, C., & Riyanto, J. (2019). Perancangan sistem informasi human resources development pada PT. Semacom Integrated. International Journal of Education, Science, Technology, and Engineering (IJESTE), 2(1), 19–38. https://doi.org/10.36079/lamintang.ijeste-0201.16

Anwar, C., & Sunardi, D. (2024). Pelatihan pengembangan ide bisnis inovatif berbasis teknologi informasi dan komunikasi (TIK) untuk siswa/siswi dan masyarakat umum di SMK Nusantara Bojonggede. JIPM: Jurnal Inovasi Pengabdian Masyarakat, 2(2), 53–57.

Anwar, C., Handijono, A., & Harits, A. (2025). Pemanfaatan penggunaan sosial media dengan bijak dalam teknologi informasi di era digital di SMK Media Informatika. Journal of Community Service Synergy, 1(1), 71–77.

Anwar, C., Jagat, L. S., Yanti, I., Anjarsari, E., & Sholihah, N. A. (2023). Pengembangan media pembelajaran berbasis teknologi untuk meningkatkan kemampuan anak. Caruban: Jurnal Ilmiah Ilmu Pendidikan Dasar, 6(2), 154–163.

Anwar, C., Kom, S., Kom, M., Santiari, C. N. P. L., & Sitorus, Z. (2023). Buku referensi sistem informasi berbasis kearifan lokal.

Anwar, C., Ramadhani, G., Aditiya, M. Z., & Sari, P. A. (2025). Pemanfaatan cloud computing untuk solusi disaster recovery dan kontinuitas bisnis sistem informasi utama (Studi kasus: Universitas Pamulang). Journal of Information Systems and Business Technology, 1(1), 161–166.

Anwar, C., Sumerli A, C. H., Hady, S., Rahayu, N., & Kraugusteeliana, K. (2023). The application of mobile security framework (MOBSF) and mobile application security testing guide to ensure the security in mobile commerce applications. Jurnal Sistim Informasi Dan Teknologi, 5(2), 97–102. https://doi.org/10.37034/jsisfotek.v5i2.231

Baharudin, H. (2023). AI in e-commerce warehouse management: Enhancing operational efficiency and inventory accuracy. International Journal of E-Commerce and Supply Chain Management, 8(3), 127–145.

Creswell, J. W., & Poth, C. N. (2022). Qualitative inquiry and research design: Choosing among five approaches (5th ed.). SAGE Publications.

Ejournal Research Team. (2025). Transformasi digital dalam warehouse management: Dampak terhadap efisiensi operasional dan visibilitas rantai pasokan. Kohesi: Jurnal Manajemen Logistik, 6(2), 78–94.

Emzir. (2023). Qualitative research methodology: Data analysis and triangulation techniques. Prenata Media Group.

Farizy, S., Trisnawan, A. B., Silalahi, L. M., Yuliadi, B., Anwar, C., Alamsyah, D., ... & Sitorus, B. B. (2025). Buku ajar jaringan komputer: Dari teori dasar hingga jaringan nirkabel.

Firnanda, M. Y. (2025). Website security testing using PTES method and OWASP standards for enterprise resource planning systems. Jurnal Teknologi Digital, 9(1), 34–49.

Fitriyani, R., & Nugroho, H. (2020). Application of black box testing to web-based inventory applications. Information Systems Journal, 16(2), 45–54.

Handayani, T., Silalahi, L. M., Nugroho, S. S. P., Anwar, C., Mursyidin, I. H., Sumantri, A., ... & Yulianti, B. (2025). Pengantar sistem informasi: Konsep, teknologi, dan implementasi.

Handijono, A., Anwar, C., & Harits, A. (2025). Pemanfaatan penggunaan sosial media dengan bijak dalam teknologi informasi di era digital di SMK Media Informatika. Attamkiim: Jurnal Pengabdian Masyarakat, 2(1), 58–64.

Hidayat, R., & Rahman, A. (2024). Black box testing for evaluating web application functionality. Journal of Information Technology and Systems, 15(1), 23–34.

Ibrahim, R. E., et al. (2024). Analisis dan pengujian dengan menggunakan boundary value analysis dan equivalence partitioning pada aplikasi perhitungan bonus karyawan. Jurnal Rekayasa Informatika, 4(2), 89–105.

Indra, S., Anwar, C., Kom, S., Asparizal, S., Kom, M., Nur, R. A., ... & Hafrida, L. Komputer dan masyarakat. CV Rey Media Grafika.

International Organization for Standardization. (2011). ISO/IEC 25010:2011. Systems and software engineering—Systems and software quality requirements and evaluation (SQuaRE)—System and software quality models. https://www.iso.org/standard/35733.html

International Organization for Standardization. (2013). ISO/IEC/IEEE 29119-1:2013. Software and systems engineering—Software testing—Part 1: Concepts and definitions. https://www.iso.org/standard/45142.html

Kaner, C., Falk, J., & Nguyen, H. C. (2002). Testing computer software (2nd ed.). John Wiley & Sons.

Marpaung, A. A., et al. (2025). Digitization of warehouse stock management through information systems: A transition from manual to digital approach. Jurnal Teknologi Informasi, 14(2), 45–56.

Myers, G. J., Sandler, C., & Badgett, T. (2011). The art of software testing (3rd ed.). John Wiley & Sons.

Nugroho, A., & Pratama, B. (2022). The impact of stock management failure on e-commerce supply chains. Journal of Logistics Management, 8(2), 56–67.

Pratama, D., & Sari, R. (2023). Data leakage risk in the authentication feature of inventory applications. Journal of Cyber Security, 7(1), 34–45.

Pressman, R. S., & Maxim, B. R. (2015). Software engineering: A practitioner's approach (8th ed.). McGraw-Hill Education.

Ramdhani, A., Putra, R., & Santoso, I. (2021). Web-based inventory information system for warehouse management. Journal of Information and Communication Technology, 10(1), 12–22.

Rohmaniah, D., et al. (2025). Enhancing website security using vulnerability assessment and penetration testing based on OWASP Top Ten. Jurnal Sistem Informasi dan Teknologi Komputer, 12(1), 23–38.

Samsumar, L. D., Firdaus, M., Windyasari, V. S., Rachendu, S., Anwar, C., Haq, F. A. S. N., ... & Kusumaningrum, A. (2025). Sistem informasi manajemen: Strategi, desain, dan penerapan.

Samsumar, L. D., Nasiroh, S., Farizy, S., Anwar, C., Mursyidin, I. H., Rosdiyanto, R., ... & Prastyo, D. (2025). Keamanan sistem informasi: Perlindungan data dan privasi di era digital.

Saputra, D., & Wulandari, F. (2022). The effectiveness of black box testing in improving the quality of inventory applications. Journal of Software Engineering, 9(3), 101–110.

Sarwosri, et al. (2023). Software quality measurement for functional suitability, performance efficiency, and reliability characteristics using analytical hierarchy process. Journal of Open Innovation: Technology, Market, and Complexity, 7(4), 248. http://dx.doi.org/10.62527/joiv.7.4.2441

Seminar ILKOM Team. (2024). Equivalence partitioning dan boundary value analysis: Perbandingan metode pengujian black box untuk aplikasi web. Seminar Informatika dan Sistem Komputer, 15(1), 210–228.

Sugiyono. (2021). Quantitative, qualitative, and R&D research methods (3rd ed.). Alfabeta.

Sudaryono. (2022). Educational research methodology. Rineka Cipta.

Susanto, A., Widodo, B., & Pratama, E. (2023). Web-based data integration for warehouse operational decision making. Journal of Management Information Systems, 14(2), 89–102.

Testfort Team. (2025). Logistics software testing: Quality assurance framework for inventory, carrier integration, and supply chain systems. International Journal of Quality Assurance in Logistics, 13(2), 112–131.

Trisnawan, A. B., Hasanudin, M., Handayani, T., Anwar, C., Zaenuddin, I., Wayahdi, M. R., ... & Martadinata, A. T. (2025). Buku ajar rekayasa perangkat lunak: Prinsip, praktik, dan teknologi modern.

Vestnik ALT University Research Team. (2025). Analysis of authentication vulnerabilities and testing of data protection mechanisms in web applications. Vestnik KBTU, 136(1), 170–181.

Wibowo, T., Santoso, H., & Nugroho, A. (2024). Analysis of transaction feature failure rates in inventory systems. Journal of Industrial Informatics, 11(1), 15–27.

Wijayanti, R. R., S ST, M. M. S. I., Anwar, C., Kom, S., Indra, S., Kom, M., ... & Kom, M. (2023). Arsitektur dan organisasi komputer. CV Rey Media Grafika.

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Published

2026-01-02

How to Cite

Sekar Ajeng Kinasih, Reza Sahputra, & Chairul Anwar. (2026). Functional Suitability Testing of Web-Based Warehouse Inventory Application Using Black Box Testing. Ambidextrous Journal of Innovation Efficiency and Technology in Organization, 3(02), 138–154. https://doi.org/10.61536/ambidextrous.v3i02.391

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