Implementasi Algoritma Boyer-Moore untuk Otomatisasi Penyaringan Teks Konten Negatif pada Naskah Buku Anak
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Yogi Maulana
*
IIB Darmajaya, Bandar Lampung,
Indonesia
(*) Corresponding Author
Abstract
The advancement of digital media increases the risk of exposure to negative content in children’s books, while manual curation in educational institutions is hampered by inefficiencies. This study implements the Boyer-Moore algorithm integrated with Regular Expressions (Regex) to automate text screening based on the quality standards of Ministry of Education, Culture, Research, and Technology Regulation No. 22 of 2022. This study contributes by providing a Regex integration scheme as a pre-processing component that dynamically normalizes variations in obfuscated text before execution by the Boyer-Moore character-jumping mechanism, an approach that has not been widely explored in regulatory manuscript filtering systems. Test results on 40 documents show that the system achieves a 95% success rate specifically in detecting exact matches of prohibited words listed in the database, with an average execution time of 0.000107 seconds per document. These results demonstrate that this combination of methods provides a highly efficient technical solution for reducing the initial curation workload, although its implementation is still limited to a dictionary-based approach and does not yet incorporate semantic context understanding.
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References
Aman Bangsa, A., Pramono, B., & Bahtiar Aksara, L. (2024). Penerapan String Matching Menggunakan Algoritma Boyer Moore untuk Mencari Data Pada Website UMKM di Konawe Selatan. Animator, 2(1).
BSKAP. (2022). Pedoman Perjenjangan Buku.
Fahrul Roji, F. R. (2025). Penerapan Algoritma Boyer Moore Untuk Pencarian Kata Antonim-Sinonim Pada Kamus Berbasis Android. Jurnal Publikasi Teknik Informatika, 4(2), 76–82. https://doi.org/10.55606/jupti.v4i2.4213
Faqih, Y., Rahmanto, Y., Ari Aldino, A., & Waluyo, B. (2022). Penerapan String Matching Menggunakan Algoritma Boyer-Moore Pada Pengembangan Sistem Pencarian Buku Online. Bulletin of Computer Science Research, 2(3), 100–106. https://doi.org/10.47065/bulletincsr.v2i3.172
Fifuadi, S., Gutama, D. H., Pramuntadi, A., & Wijaya, D. P. (2024). Implementasi Algoritma String Matching Boyer Moore Untuk Pencarian Nama Dokumen Pada Rancang Bangun Sistem Pengarsipan Dokumen (Studi Kasus: Sistem Pengarsipan Dokumen Satuan Polisi Pamong Praja Kabupaten Bantul). Majalah Ilmiah UNIKOM, 22(1). https://doi.org/10.34010/miu.v22i1.13383
Gagniuc, P. A., Păvăloiu, I. B., & Dascălu, M. I. (2025). The Aho-Corasick Paradigm in Modern Antivirus Engines: A Cornerstone of Signature-Based Malware Detection. In Algorithms (Vol. 18, Number 12). https://doi.org/10.3390/a18120742
Gunawan, I., & Budiman, A. (2025). Implementasi Algoritma Boyer-Moore untuk Deteksi Plagiarisme pada Naskah Digital. Jurnal Teknoinfo, Vol. 19, No. 1, Halaman 42–50. https://doi.org/10.33365/jti.v19i1.2345
Halim, T. J. (2024). Penerapan Regex dan String Matching untuk Filter Chat pada E-Commerce.
Hidayat, M. F., & Nugroho, A. (2024). Implementasi Algoritma String Matching untuk Penyaringan Konten Negatif Berbahasa Indonesia. Jurnal Teknologi Informasi dan Ilmu Komputer, Vol. 11, No. 2, Halaman 245–252. https://doi.org/10.25126/jtiik.2024112345
Kemendikdasmen. (2025). Keputusan Menteri Pendidikan Dasar Dan Menengah Republik Indonesia Nomor 022/H/P/2025 Tentang Buku Nonteks Pada Pendidikan Khusus Yang Memenuhi Syarat Kelayakan Untuk Digunakan Sebagai Buku Pengayaan Siswa Dan Panduan Pendidik Dalam Mendukung Proses Pembelajaran.
Koli, L., Kalra, S., & Singh, K. (2025). Intelligent Pattern Exploration with a Context-Aware Hybrid Pattern Detection Algorithm. Decoding Complexity: CHPDA for Intelligent Pattern Detection. https://example.org/chpda
Martinelli, I. (2026). AI Dan Anak : Tantangan Dan Strategi Perlindungan . Universitas Tarumanegara.
Purwanto, Y. S., Rifai, M. F., Jatnika, H., & Ardelia, G. A. (2022). Information Retrieval in Text-Based Document using Boyer Moore Algorithm. JATISI (Jurnal Teknik Informatika Dan Sistem Informasi), 9(2). https://doi.org/10.35957/jatisi.v9i2.2053
Qolbi, R. M., Putra, R. M., & Nugroho, W. (2024). Analisis Pengembangan Sistem Informasi Dengan Metode Waterfall: Systematic Literature Review. Infoman’s : Jurnal Ilmu-Ilmu Informatika Dan Manajemen, 18(2). https://journals.infomans.org
Rahmasari, S. H., & Nurhidaya, S. (2024). Pengaturan Perlindungan Hukum Atas Publikasi Data Pribadi Anak Korban Kekerasan Seksual Ditinjau dari Prinsip Kepentingan Terbaik Bagi Anak. Prosiding Seminar Hukum Aktual: Climate Change and The Rule of Law.
Ramadhan, A. S., & Wijaya, K. (2023). Analisis Komparasi Algoritma Boyer-Moore dan Aho-Corasick dalam Penapisan Teks Kata Kasar. Jurnal Ilmiah Teknologi Informasi, Vol. 21, No. 2, Halaman 115–124. https://doi.org/10.12962/j24068535.v21i2.a123
Salinan Permendikbudristek No 22 Tahun 2022 Tentang Standar Mutu Buku, Standar Proses Dan Kaidah Pemerolehan Naskah Serta Standar Proses Dan Kaidah Penerbitan Buku, Pub. L. 22 (2022).
Sulhan, E. M. S. (2014). Text Filtering Kata Porno dengan Metode Boyer Moore pada Aplikasi Elearning Berbasis Cms di Sdn. Bimasakti : Jurnal Riset Mahasiswa FTI Unikama.
Suryanegara, E. D. (2024). Efficient Name Generation Using the Boyer-Moore Algorithm for Meaningful Combinations.
Toub, S. (2022, August 31). Performance Improvements in .NET 7. Https://Devblogs.Microsoft.Com/Dotnet/Performance_improvements_in_net_7/.
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