Analisis Algoritma Pencarian Pada Sistem Informasi Berdasarkan Kajian Literatur
Keywords:
Algoritma Pencarian, Sistem Informasi, kajian literatur, Efisiensi PencarianAbstract
The rapid development of information technology has increased data volume and complexity in various information systems, making efficient search mechanisms essential. Search algorithms play a crucial role in determining data access speed and overall system performance. This study aims to analyze the characteristics, efficiency, and application contexts of various search algorithms in information systems. The research employs a literature review method by analyzing 15 relevant national journal articles. The results indicate that search algorithms can be classified into linear search algorithms, non-linear search algorithms based on sorted data, graph-based search algorithms, and text pattern-based search algorithms. Each algorithm has specific strengths and limitations influenced by data structure, dataset size, and system requirements. Therefore, selecting an appropriate search algorithm must consider the system context to achieve optimal efficiency and performance.
References
Adline, F., Tobing, T., & Nainggolan, R. (2020). Methomika: Jurnal Manajemen Informatika & Komputerisasi Akuntansi. Jurnal Manajemen Informatika & Komputerisasi Akuntansi, 4(2). https://doi.org/10.46880/jmika.Vol4No2.pp168-172
Amelia Sari, P., & Razi, A. (2025). Implementasi Algoritma Lexical Chain Untuk Aplikasi Pencarian Jurnal Sinta Berbasis Web. Jurnal Teknologi Terapan & Sains 4, 6(3). https://ojs.unimal.ac.id/tts/index
Chafid, N., & Alfian, S. (2019). Penerapan Algoritma Pencarian Sequential Pada Aplikasi Kamus Tiga Bahasa Indonesia-Jawa-Jawa Banten. Jurnal Satya Informatika, 4(1), 53–62. https://doi.org/https://doi.org/10.59134/jsk.v4i1.404
Hayati, N. (2022). Algoritma Sequential Search Dan Binary Search Pada Sistem Pencarian E-Arsip Berbasis Web. Ilmu Komputer, 9, 433. https://doi.org/https://dx.doi.org/10.20527/klik.v9i3.519
Imamah, N., & Bahari, M. I. (2021). Perbandingan Algoritma Sequential Search Dan Algoritma Binary Search Pada Aplikasi Kamus Bahasa Indonesia Menggunakan Php Dan Jquery. Jurnal Informatika-Computing, 08, 1–6.
Jayarana, A., Darma, G., Juliantara, A., & Putra, I. (2025). Study Literatur Information Retrieval Model: Teknik Dan Aplikasi. Jurnal Sutasoma, 3(2), 61–69. https://doi.org/10.58878/sutasoma.v3i2.392
Muhardono, A. (2023). Penerapan Algoritma Breadth First Search dan Depth First Search pada Game Angka. Jurnal Minfo Polgan, 12(1), 171–182. https://doi.org/10.33395/jmp.v12i1.12340
Munggaran, C., Setyawidati N, & Amalia, A. (2021). Sistematik Literatur Sistem Temu Kembali Informasi dengan Vector Space Model dan Depth First Search. Komputasi, 20, 541–548.
Ramadhan, H., & Avrilia Lantana, D. (2023). String (Satuan Tulisan Riset dan Inovasi Teknologi) Perbandingan Algoritma Binary Search Dan Sequential Search Untuk Pencarian Persediaan Stok Barang Berbasis Web. (Satuan Tulisan Riset Dan Inovasi Teknologi, 8. https://doi.org/http://dx.doi.org/10.30998/string.v8i2.16475
Sari, D., Sakethi, D., & Prabowo, R. (2019). Pengembangan Sistem Pencarian Pada Tujuh Kitab Hadis Menggunakan Algoritma Knuth-Morris-Pratt. Jurnal Komputasi, 7, 27–34.
Setyawati Wahyuni, W., Andryana, S., Rahman, B., Teknologi Komunikasi dan Informatika, F., Nasional Ps Minggu, U., Jakarta Selatan, K., & Khusus Ibukota Jakarta, D. (2022). Penggunaan Algoritma Sequential Searching Pada Aplikasi Perpustakaan Berbasis Web. (Jurnal Ilmiah Penelitian Dan Pembelajaran Informatika, 07, 294–302. https://doi.org/https://doi.org/10.29100/jipi.v7i2.2646
Sonita, A., & Sari, M. (2018). Implementasi Algoritma Sequential Searching Untuk Pencarian Nomor Surat Pada Sistem Arsip Elektronik. Jurnal Pseudocode. https://doi.org/https://doi.org/10.33369/pseudocode.5.1.1-9
Tere, T. S. P., Nirwan, S., & Resdiana, W. (2024). Implementasi Algoritma Linear Search Untuk Optimasi Pencarian Pendaftar Di Disdukcapil Kabupaten Subang. Jurnal Kecerdasan Buatan Dan Teknologi Informasi, 3(3), 115–124. https://doi.org/10.69916/jkbti.v3i3.158
Wiguna, I. (2020). Implementasi Algoritma Sequential Search Pada Aplikasi Kamus Istilah Informatika. Jurnal Sistem Informasi Kaputama (JSIK), 4(2).
Yasmin, N. N., Sofia, L., Sabrina, A. R. P., Putri, A. A.-Z., & Pujiono, I. P. (2025). Interpolation Searching Algorithm Vs Algoritma Pencarian Tradisional: Analisis Efisiensi Memori dan Waktu Komputasi. Simkom, 10(2), 212–223. https://doi.org/10.51717/simkom.v10i2.857
Rahmayani, R., Firmansyah, E., & Hikmah, H. U. (2025). Inovasi Layanan Antar Jemput Paket Surat PTPos Indonesia Berdasarkan Penjualan dan Minat Beli JOVISHE: Journal of Visionary Sharia Economy,4(1), 33-47.
Firmansyah, E., Rahman, A. B. A., & Subiyakto, A. A. (2023). Pengukuran Kesiapan Kota Cerdas Berdasarkan SNI ISO 37122: 2019.Infoman's: Jurnal Ilmu-ilmu Informatika dan Manajemen,17(2).
Zulfikar,W.B., Irfan, M., Ghufron, M., Jumadi, J., & Firmansyah, E. (2020). Marketplace affiliatespotential analysis using cosine similarity and vision-based page segmentation.Bulletin of ElectricalEngineering and Informatics,9(6), 2492-2498.
Ramadhan, N. D., Fhatturohmah, S., Ramadhani, S., & Firmansyah, E. (2023). Analysis of Digital WalletUsage on Consumptive Lifestyle.Journal of Islamic Economics and Business,3(2), 118-136.
Sutara, B., & Firmansyah, E. (2021). Design and Build Student Attendance System Using Fingerprint.J-Tin's-Jurnal Teknik Informatika,5(1).
Wahana, A., Firmansyah, E., Al Rosyid, H. I., Fuadi, R. S., & Maylawati, D. S. A. (2021). Fuzzy Tahani Method in the Recommendation System for Selecting Mountain Tourism Destinations in West Java.
Tamrin, M. A., Rizki, B., Nodas, A., Rahman, A., & Firmansyah, E. (2020). Perbandingan PenggunaanMetode Topsis dan Metode AHP dalam Penilaian Kinerja pada Karyawan (PT XYZ).Infoman's: JurnalIlmu-ilmu Informatika dan Manajemen,14(1).
Firmansyah, E., Herdiana, D., & Yuniarto, D. (2020, October). Examining readiness of e-Learningimplementation using information system readiness impact model. In2020 8th International Conferenceon Cyber and IT Service Management (CITSM)(pp. 1-5). IEEE.
Firmansyah, E., Rosmawati, R., Fuadi, R. S., Fauzy, D., & Ramdhani, M. A. (2019, December). Designof expert system to determine the proper diet using harmony search method. InJournal of Physics:Conference Series(Vol. 1402, No. 7, p. 077006). IOP Publishing.
Firmansyah, E., & Helmiawan, M. A. (2025). Pengukuran Kesiapan Transformasi Digital Desa Kaduwulung Menuju Desa Cerdas Berbasis SNI ISO 37122: 2019 Melalui Pemetaan Data Desa.Infoman's: Jurnal Ilmu-ilmu Informatika dan Manajemen,19(1).
Firmansyah, E., Herdiana, D., Yuniarto, D., & Junaedi, D. I. (2021, September). The K-Nearest Neighbor Algorithm for the Classification of Internet Users in Rural Campus. In 2021 9th International Conference on Cyber and IT Service Management (CITSM) (pp. 1-6). IEEE.
Syaripudin, U., Zaenal, R., Duri, M. F. A., Firmansyah, E., & Rahman, A. (2019, December). Comparison between Naïve Bayes and certainty factor to predict big five personality. In Journal of Physics: Conference Series (Vol. 1402, No. 7, p. 077030). IOP Publishing.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Infoman's : Jurnal Ilmu-ilmu Informatika dan Manajemen
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
This work is licensed under a Creative Commons Attribution 4.0 International License.
