Penerapan Case Based Reasoning Untuk Penentuan Obat Berbasis Algoritma Nearest Neighbor

Sopiyan Dalis, Mochomad Wahyudi

Abstract


Self-medication is a community effort to self-medicate. But in practice, self-medication can be a source of error treatment (medication error) due to limited public knowledge of the drug and its use. Case-Based Reasoning (CBR) is a problem solving technique based on knowledge gained by past experience. Application of CBR is not new but has been widely applied in solving solution or process data by using the previous case. Meanwhile, the nearest neighbor algorithm is an approach to search for cases by calculating the closeness between the new cases with the old case, which is based on matching the weights of a number of existing features. This study aims to apply CBR for the determination of drugs by people for himself (self-medication), through the selection of cases indications or symptoms, specific conditions and experience allergies, drug name, nutritious substances, usability, use, side effects and drug interactions. So expect the process to be more appropriate self-medication.

 

Keywords: Case Based Reasoning, Nearest Neighbor algorithm, Self-medication

Full Text:

PDF

References


A. Muchid, F. Umar, Chusun, S. Supardi, E. Sinaga, S. Azis, E. Zardania, A. S. Iskandar, Lasweti, N. R. Purnama, S. N. Istiqomah, Masrul, R. Rahim, S. B. Lestari, Y. Yuniar, F. Syamsuddin and D. Retnohidayanti, Pedoman Penggunaan Obat Bebas Dan Bebas Terbatas, Jakarta: Direktorat Bina Farmasi Komunitas Dan Klinik Ditjen Bina Kefarmasian Dan Alat Kesehatan Departemen Kesehatan RI, 2006.

S. P. Hardjosaputra, L. Purwanto, T. Kemalasari, Indriyantoro and N. Indriyani, Data Obat di Indonesia, Jakarta: PT. Muliapurna Jayaterbit, 2008.

S. K. Pal and S. C. Shiu, Foundations of Soft Case-Based Reasoning, Hoboken, New Jersey: John Wiley & Sons, Inc., 2004.

A. Aamodt and E. Plaza, "Case-Based Reasoning: Foundational Issues, Methodological Variations, and System," AI Communications, vol. 7: 1, no. IOS Press, pp. 39-59, 1994.

I. Watson, Applying Case-Based Reasoning: Techniques for Enterprise Systems, San Francisco: Morgan Kaufmann Publisher, 1997.

S. Kusrini and T. Emha, Algoritma Data Mining, Yogyakarta: Andi Offset, 2009.

K. Yu, L. Ji and X. Zhang, "Kernel Nearest-Neighbor Algorithm," Neural Processing Letters, vol. 15, pp. 147-156, 2002.

M. K. RI, " Peraturan Menteri Kesehatan Republik Indonesia Tentang Registarasi Obat," Kementrian Kesehatan RI, Jakarta, 2008.

R. Sanjoyo, OBAT (Biomedik Farmakologi), Yogyakarta: D3 Rekam Medis FMIPA UGM, 2006.




DOI: https://doi.org/10.31294/jtk.v2i2.1607

ISSN: 2550-0120

 dipublikasikan oleh LPPM Universitas Bina Sarana Informatika Jakarta

Jl. Dewi Sartika No. 289, Cawang, Jakarta Timur Telp : 021-8010836
Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License