Pengembangan Sistem Dokumen Akreditasi Program Studi D4 TRPL Berbasis Website dengan Penerapan BM25 dan Inverted Index
DOI:
https://doi.org/10.35746/jtim.v8i4.1129Keywords:
program accreditation, document management system, BM25, inverted index, heuristic evaluationAbstract
Accreditation documents in the D4 Software Engineering Technology Study Program are dispersed across devices and locations, complicating retrieval, version control, validation, and completeness monitoring. This study develops web-based SIDA TRPL using Waterfall, Laravel 13, SQLite, an in-memory Inverted Index, and BM25 (k1 = 1.5; b = 0.75). Black-box testing showed 7/7 scenarios successful (100%). On five documents and five multi-term queries, BM25 ranked the target first in all cases (5/5; Hit@1 = 100%), while literal SQL LIKE retrieved only 1/5 targets (20%). Role-based UAT accepted 12/12 scenarios (100\%). Nielsen inspection found eight heuristics fulfilled and two partially fulfilled, mainly undo/recovery and help/documentation. In the test environment, SIDA TRPL supports centralized document management, role-based validation, completeness monitoring, and relevance-oriented retrieval; production effectiveness requires further evaluation.
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References
A. Fernandez, B. Gomez, K. Binjaku, and E. K. Me¸ce, “Digital transformation initiatives in higher education institutions: A multivocal literature review,” Education and Information Technologies, vol. 28, pp. 12351–12382, Oct. 2023. https://doi.org/10.1007/S10639-022-11544-0.
H. W. Aripradono, I. Nursyamsi, A. Wahab, and Z. Sultan, “Educational technology for digital transformation of higher education institutions into entrepreneurial universities,” Policy & Governance Review, vol. 8, pp. 303–322, Nov. 2024. https://doi.org/10.30589/PGR.
J. E. S. Carmo, D. P. Lacerda, C. O. Klingenberg, and F. A. S. Piran, “Digital transformation in the management of higher education institutions,” Sustainable Futures, vol. 9, May 2025. https://doi.org/10.1016/J.SFTR.2025.100692.
N. Duarte and R. Vardasca, “Literature review of accreditation systems in higher education,” Education Sciences, vol. 13, Jun. 2023. https://doi.org/10.3390/educsci13060582.
A. Acevedo-De-Los-R´ıos and D. R. Rondinel-Oviedo, “Impact, added value and relevance of an accreditation process on quality assurance in architectural higher education,” Quality in Higher Education, vol. 28, no. 2, pp. 186–204, 2022. https://doi.org/10.1080/13538322.2021.1977482.
H. Hamrul and N. Zulkarnaim, “Pengembangan sistem informasi pengukur kesiapan akreditasi program studi 9 kriteria,” JCIS (Journal of Computer and Information System), vol. 4, pp. 30–41, Oct. 2021. https://doi.org/10.31605/JCIS.V4i2.
LAM INFOKOM, “Perlam no. 11/perlam/ma/lam-infokom/x/2025 tentang instrumen akreditasi program studi 2.1 lingkup informatika dan komputer,” 2025. https://laminfokom.or.id/official/peraturan7.html.
S. E. Robertson and H. Zaragoza, “The probabilistic relevance framework: Bm25 and beyond,” Foundations and Trends in Information Retrieval, vol. 3, no. 4, pp. 333–389, 2009. https://doi.org/10.1561/1500000019.
C. D. Manning, P. Raghavan, and H. Sch¨utze, Introduction to Information Retrieval. Cambridge, U.K.:Cambridge University Press, 2008.
N. Made et al., “Pengembangan sistem informasi akreditasi program studi berbasis web di fakultas teknik universitas udayana,” Jurnal Teknologi Terpadu, vol. 11, pp. 12–19, Jun. 2025. https://doi.org/10.54914/jtt.v11i1.1505.
M. A. Asis, P. Purnawansyah, and Y. Salim, “Rancang bangun sistem manajemen data akreditasi berbasis web,” Journal CERITA, vol. 10, pp. 32–38, Feb. 2024. https://doi.org/10.33050/CERITA.V10i1.2989.
N. Purwandari and B. Firmansyah, “Sistem repository dokumen akreditasi program studi berbasis web pada institut bisnis dan informatika kosgoro 1957,” REMik, vol. 7, pp. 196–210, Jan. 2023. https://doi.org/10.33395/remik.v7i1.11976.
A. Fadillah and A. Apriansyah, “Penerapan sistem e-document akreditasi dengan penggunakan metode rapid application development di bagian unit lembaga penjamin mutu ikest muhammadiyah palembang,” Jurnal Digital Teknologi Informasi, vol. 8, p. 16, Apr. 2025. https://doi.org/10.32502/digital.v8i1.9500.
S. Jordan, S. S. Zabukovˇsek, and I. ˇS. Klanˇcnik, “Document management system – a way to digital transformation,” Naˇse Gospodarstvo/Our Economy, vol. 68, pp. 43–54, Jun. 2022. https://doi.org/10.2478/ngoe-2022-0010.
S. Sternad Zabukovˇsek, S. Jordan, and S. Bobek, “Managing document management systems’ life cycle in relation to an organization’s maturity for digital transformation,” Sustainability, vol. 15, Nov. 2023. https://doi.org/10.3390/su152115212.
Taufiqurrahman, Junaedy, and R. Syarifuddin, “Development of a web-based accreditation system for study program management using the waterfall model,” Nusantara Journal of Artificial Intelligence and Information Systems, vol. 1, pp. 59–66, Dec. 2025. https://doi.org/10.47776/NUAI.V1i2.1663.
T. S. Huynh, D. T. Tran, Q. H. Vu, and L. A. T. Nguyen, “Design and implementation of web application based on mvc laravel architecture,” EJECE, European Journal of Electrical Engineering and Computer Science, vol. 6, Aug. 2022. https://doi.org/10.24018/EJECE.2021.6.4.448.
B. Destiana, P. Priyanto, R. Irfan, M. G. Khamim, M. Y. Ridlo, and M. Iqbal, “Development of a web-based information system for student leave permission at dar al-raudhah islamic boarding school: Iso quality standards analysis,” ELINVO (Electronics, Informatics, and Vocational Education), vol. 8, pp. 275–289, Sep. 2024. https://doi.org/10.21831/elinvo.v8i2.66420.
J. Nielsen and R. Molich, “Heuristic evaluation of user interfaces,” in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI ’90), pp. 249–256, 1990. https://doi.org/10.1145/97243.97281.
J. Brooke, “Sus: A ‘quick and dirty’ usability scale,” in Usability Evaluation in Industry (P. W. Jordan, B. Thomas, B. A. Weerdmeester, and I. L. McClelland, eds.), pp. 189–194, London, U.K.: Taylor & Francis, 1996.
A. Bangor, P. Kortum, and J. Miller, “Determining what individual sus scores mean: Adding an adjective rating scale,” Journal of Usability Studies, vol. 4, no. 3, pp. 114–123, 2009. https://uxpajournal.org/wp-content/uploads/sites/7/pdf/JUS Bangor May2009.pdf.
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