Peningkatan Kinerja Perpustakaan Melalui Penerapan Sistem Knowledge
Keywords:
Efektif, Aksesibilitas, Efisiensi OperasionalAbstract
This research focuses on improving library performance through the implementation of an information-based system. The system is designed to help libraries manage information resources more effectively, enhance accessibility, and support learning and research processes. The research methods include problem identification, literature review, knowledge-based system design, and prototype evaluation before full implementation. The benefits of implementing this system include increased operational efficiency, improved service quality, support for learning and research, knowledge management, and information literacy. The data model used applies case-based techniques with similarity calculations between user needs and the information of the books owned, involving features such as genre and publication year. The similarity calculation results are used to provide book recommendations to library visitors. For example, the system recommends the book "To Kill a Mockingbird" because it shares the same genre and publication year as "The Alchemist". Process modeling has proven to be an essential tool in developing an effective and efficient system. This research also includes relevant references to support the findings and methodologies used.
References
Surya, Bambang. "Implementasi Knowledge Management dalam Sistem Informasi Perpustakaan: Studi Kasus di Perpustakaan Nasional Republik Indonesia." *Jurnal Pustaka*, vol. 12, no. 2, 2019, pp. 45-60.
Fitri, Liana. "Strategi Knowledge Management untuk Meningkatkan Pengetahuan dan Kinerja Pustakawan." *Jurnal Manajemen Pengetahuan*, vol. 8, no. 1, 2018, pp. 25-40.
Rahmawati, Tuti. "Peran Knowledge Management di Perpustakaan dalam Meningkatkan Good Governance." *Jurnal Ilmu Perpustakaan*, vol. 10, no. 3, 2020, pp. 15-30.
Nugraha, Dedi. "Model Knowledge Management di Perpustakaan Universitas." *Jurnal Akademika*, vol. 5, no. 2, 2017, pp. 50-70.
Sari, Endah. "Pengembangan Perpustakaan melalui Penerapan Teknologi Informasi." *Jurnal Informasi dan Perpustakaan*, vol. 14, no. 1, 2019, pp. 33-48.
Sibanda, M., & Mutula, S. M. (2021). *Challenges of knowledge management in academic libraries in Zimbabwe*. *Library Management, 42*(8/9), 809-823.
Al-Aufi, A. S., & Bawakid, A. (2020). *Knowledge management practices in academic libraries: A systematic review*. *Journal of Academic Librarianship, 46*(4), Article 102168.
Al-Abri, K., & Al-Aufi, A. (2019). *Developing a knowledge management system for academic libraries: A case study from Oman*. *Library Management, 40*(8/9), 587-602
Putri, Dian. "Manfaat Implementasi Sistem Knowledge-Based di Perpustakaan Perguruan Tinggi." Jurnal Ilmu Perpustakaan dan Informasi, vol. 16, no. 1, 2021, pp. 23-34.
Hasan, Fikri. "Peran Knowledge Management dalam Meningkatkan Pelayanan Perpustakaan." Jurnal Informasi dan Perpustakaan, vol. 18, no. 1, 2023, pp. 112-125.
Sari, Melati. "Efektivitas Sistem Knowledge-Based dalam Pengelolaan Koleksi Perpustakaan." Jurnal Manajemen Perpustakaan, vol. 14, no. 3, 2020, pp. 78-89.
Wijaya, Indra. "Peningkatan Kinerja Perpustakaan Melalui Sistem Manajemen Pengetahuan." Jurnal Teknologi Informasi dan Perpustakaan, vol. 12, no. 2, 2022, pp. 45- 58.
Rahayu, Sinta. "Implementasi Sistem Knowledge-Based di Perpustakaan Umum: Studi Kasus di Indonesia." Jurnal Pengembangan Perpustakaan, vol. 17, no. 2, 2024, pp. 37-50.
Lops, P., de Gemmis, M., & Semeraro, G. (2019). Content-based recommender systems: State of the art and trends. In Recommender Systems Handbook (pp. 121-149). Springer, Boston, MA.
Zhu, M., & Zhang, L. (2020). An Improved Case-Based Reasoning Approach for Personalized Recommendation in E-commerce. IEEE Access, 8, 733-746.
Ricci, F., Rokach, L., & Shapira, B. (2020). Recommender Systems Handbook. Springer.
Cheng, L., Yu, X., & Xu, D. (2021). Case-based reasoning for collaborative filtering recommendation. Knowledge-Based Systems, 213, 106684.
Cui, Z., Xu, Y., & Xie, K. (2022). Case-based reasoning for recommender systems: A comprehensive review. Expert Systems with Applications, 192, 116355.
Atina, V., & Hartanti, D. (2022). Knowledge based recommendation modeling for clothing product selection recommendation system. Jurnal Teknik Informatika (JUTIF), 3(5), 1407-1413. https://doi.org/10.20884/1.jutif.2022.3.5.584