Potential Increase in Chili Crop Yield Through Superior Seed Selection Using an Intelligent System in Koya Barat, Papua
Keywords:
black-box;, intelligent system;, iterative;, SAW;, UAT.
Abstract
This study discusses the development of a decision support system for selecting superior chili seeds using the Simple Additive Weighting (SAW) method. The main problem addressed is the difficulty in objectively determining the best seeds based on multiple criteria. An iterative development model was employed, allowing the system to be gradually improved. Black-box testing showed 100% compliance with the intended functionalities, while user testing using the User Acceptance Test (UAT) method achieved 85% in the “strongly agree” category, indicating that the system is easy to use and relevant to the problems faced by farmers in Koya Barat Subdistrict, Jayapura City, Papua. The analysis results recommend the Mellyana chili variety as the best seed choice. These findings demonstrate that this method effectively supports farmers’ decision-making in selecting superior chili seeds.
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References
[1] A. Fadiliya and A. Mayangsari, “ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI KEPUTUSAN PETANI DALAM MELAKUKAN USAHATANI CABAI RAWIT (studi kasus di Desa Bungatan Kecamatan Bungatan Kabupaten Situbondo),” AGRIBIOS, vol. 19, no. 2, p. 89, Nov. 2021, doi: 10.36841/agribios.v19i2.1297.
[2] A. P. R. Pinem, N. Hidayati, and K. Kholidin, “KLASIFIKASI PRIORITAS DISTRIK TERHADAP KETAHANAN PANGAN MENGGUNAKAN METODE JARINGAN SYARAF TIRUAN,” Telematika, vol. 11, no. 2, p. 1, Aug. 2018, doi: 10.35671/telematika.v11i2.712.
[3] S. Andriyani and F. M. Yuma, “KOMBINASI METODE ANALITICAL HIERARCHY PROCESS DAN WEIGHTED PRODUCT DALAM PENENTUAN BENIH CABAI UNGGUL,” JURTEKSI (Jurnal Teknologi dan Sistem Informasi), vol. 6, no. 2, pp. 117–124, Apr. 2020, doi: 10.33330/jurteksi.v6i2.596.
[4] S. Andriyani and F. M. Yuma, “KOMBINASI METODE ANALITICAL HIERARCHY PROCESS DAN WEIGHTED PRODUCT DALAM PENENTUAN BENIH CABAI UNGGUL,” JURTEKSI (Jurnal Teknologi dan Sistem Informasi), vol. 6, no. 2, pp. 117–124, Apr. 2020, doi: 10.33330/jurteksi.v6i2.596.
[5] Y. I. Anas et al., “Decision Support System Pemilihan Bibit Unggul Tanaman Kelengkeng Menggunakan Metode Saw ( Simple Additive Weighting ),” in Seminar Nasional Inovasi Teknologi, 2020, pp. 17–22.
[6] S. Rafika, S. Siswan, and L. Arlina, “SISTEM PENDUKUNG KEPUTUSAN PENENTUAN REPLANTING PADA TANAMAN KELAPA SAWIT DI PT.UKINDO BLANKAHAN ESTATE MENGUNAKAN METODE SAW,” Jurnal Ilmiah Kaputama (JIKA), vol. 5, no. 1, pp. 167–171, 2021.
[7] E. Erlangga, Y. Yolandari, T. Thamrin, and A. K. Puspa, “Analisis Penerapan Metode Simple Additive Weighting (SAW) Pemilihan Tanaman Hias,” Explore:Jurnal Sistem informasi dan telematika, vol. 12, no. 1, p. 56, 2021, doi: 10.36448/jsit.v12i1.2010.
[8] P. N. Perdamaian, E. Maria, and Rusmini, “Sistem Pendukung Keputusan Pemilihan Bibit Karet Menggunakan Metode Simple Additive Weighting (SAW) Berbasis Web,” Buletin Poltanesa, vol. 21, no. 2, pp. 58–63, Dec. 2020, doi: 10.51967/tanesa.v21i2.324.
[9] R. E. Setyani and R. Saputra, “Flood-prone Areas Mapping at Semarang City by Using Simple Additive Weighting Method,” Procedia Soc Behav Sci, vol. 227, no. November 2015, pp. 378–386, 2016, doi: 10.1016/j.sbspro.2016.06.089.
[10] M. Riesener, C. Doelle, S. Perau, P. Lossie, and G. Schuh, “Methodology for iterative system modeling in agile product development,” Procedia CIRP, vol. 100, pp. 439–444, Jan. 2021, doi: 10.1016/J.PROCIR.2021.05.101.
[11] I. G. S. Rahayuda and N. P. L. Santiari, “Implementasi dan Perbandingan Metode Iterative Deepening Search dan Held-Karp pada Manajemen Pengiriman Produk,” Sisfo, vol. 07, no. 02, pp. 165-180 Sistem, Jan. 2018, doi: 10.24089/j.sisfo.2018.01.005.
[12] N. Ibrahim, N. Dong, and M. A. A. Abdalla, “On dual-loop model-free adaptive iterative learning control and its application,” J Process Control, vol. 147, p. 103376, Mar. 2025, doi: 10.1016/j.jprocont.2025.103376.
[13] S. Vats et al., “Iterative enhancement fusion-based cascaded model for detection and localization of multiple disease from CXR-Images,” Expert Syst Appl, vol. 255, p. 124464, Dec. 2024, doi: 10.1016/J.ESWA.2024.124464.
[14] K. Zhang, Q. Zhu, X. P. Xie, and R. Su, “A Self-triggered Adaptive Dynamic Programming Scheme for Unknown Nonlinear Systems by Iterative Model Predictive Process,” IEEE Transactions on Automation Science and Engineering, 2025, doi: 10.1109/TASE.2025.3571535.
[15] E. Pawan, P. Hasan, and R. M. H. Thamrin, “Utilization SAW Method to Choose Goods Suppliers at PT.King Computer,” CCIT Journal, vol. 13, no. 1, pp. 111–124, Feb. 2020, doi: 10.33050/ccit.v13i1.928.
[16] E. Pawan, N. S. Irjanto, R. N. Aprilianti, and S. Syaraswati, “Implementasi Metode Simple Additive Weighting pada Sistem Pendukung Keputusan Pemilihan Bibit Cabai Rawit Unggul,” Jurnal Bumigora Information Technology (BITe), vol. 4, no. 2, pp. 167–178, Dec. 2022, doi: 10.30812/bite.v4i2.2386.
[17] G. Mangapul and B. P. Adhi, “Sistem Pendukung Keputusan Untuk Menentukan Penerima Beasiswa Di Fakultas Teknik Univeristas Negeri Jakarta Dengan Model Fuzzy Multiple Attribute Menggunakan Metode SAW,” PINTER : Jurnal Pendidikan Teknik Informatika dan Komputer, vol. 1, no. 2, pp. 126–133, 2017, doi: 10.21009/pinter.1.2.5.
[18] Q. Chu et al., “Investigation on microstructure evolution, mechanical properties and corrosion resistance of dual phase stainless steel joints welded by GTAW and SAW methods,” International Journal of Pressure Vessels and Piping, vol. 209, p. 105183, Jun. 2024, doi: 10.1016/J.IJPVP.2024.105183.
[19] S. S. Sawant, “Band selection strategies for hyperspectral image classification based on machine learning and artificial intelligent techniques –Survey,” 2021. doi: 10.1007/s12517-021-06984-w.
[2] A. P. R. Pinem, N. Hidayati, and K. Kholidin, “KLASIFIKASI PRIORITAS DISTRIK TERHADAP KETAHANAN PANGAN MENGGUNAKAN METODE JARINGAN SYARAF TIRUAN,” Telematika, vol. 11, no. 2, p. 1, Aug. 2018, doi: 10.35671/telematika.v11i2.712.
[3] S. Andriyani and F. M. Yuma, “KOMBINASI METODE ANALITICAL HIERARCHY PROCESS DAN WEIGHTED PRODUCT DALAM PENENTUAN BENIH CABAI UNGGUL,” JURTEKSI (Jurnal Teknologi dan Sistem Informasi), vol. 6, no. 2, pp. 117–124, Apr. 2020, doi: 10.33330/jurteksi.v6i2.596.
[4] S. Andriyani and F. M. Yuma, “KOMBINASI METODE ANALITICAL HIERARCHY PROCESS DAN WEIGHTED PRODUCT DALAM PENENTUAN BENIH CABAI UNGGUL,” JURTEKSI (Jurnal Teknologi dan Sistem Informasi), vol. 6, no. 2, pp. 117–124, Apr. 2020, doi: 10.33330/jurteksi.v6i2.596.
[5] Y. I. Anas et al., “Decision Support System Pemilihan Bibit Unggul Tanaman Kelengkeng Menggunakan Metode Saw ( Simple Additive Weighting ),” in Seminar Nasional Inovasi Teknologi, 2020, pp. 17–22.
[6] S. Rafika, S. Siswan, and L. Arlina, “SISTEM PENDUKUNG KEPUTUSAN PENENTUAN REPLANTING PADA TANAMAN KELAPA SAWIT DI PT.UKINDO BLANKAHAN ESTATE MENGUNAKAN METODE SAW,” Jurnal Ilmiah Kaputama (JIKA), vol. 5, no. 1, pp. 167–171, 2021.
[7] E. Erlangga, Y. Yolandari, T. Thamrin, and A. K. Puspa, “Analisis Penerapan Metode Simple Additive Weighting (SAW) Pemilihan Tanaman Hias,” Explore:Jurnal Sistem informasi dan telematika, vol. 12, no. 1, p. 56, 2021, doi: 10.36448/jsit.v12i1.2010.
[8] P. N. Perdamaian, E. Maria, and Rusmini, “Sistem Pendukung Keputusan Pemilihan Bibit Karet Menggunakan Metode Simple Additive Weighting (SAW) Berbasis Web,” Buletin Poltanesa, vol. 21, no. 2, pp. 58–63, Dec. 2020, doi: 10.51967/tanesa.v21i2.324.
[9] R. E. Setyani and R. Saputra, “Flood-prone Areas Mapping at Semarang City by Using Simple Additive Weighting Method,” Procedia Soc Behav Sci, vol. 227, no. November 2015, pp. 378–386, 2016, doi: 10.1016/j.sbspro.2016.06.089.
[10] M. Riesener, C. Doelle, S. Perau, P. Lossie, and G. Schuh, “Methodology for iterative system modeling in agile product development,” Procedia CIRP, vol. 100, pp. 439–444, Jan. 2021, doi: 10.1016/J.PROCIR.2021.05.101.
[11] I. G. S. Rahayuda and N. P. L. Santiari, “Implementasi dan Perbandingan Metode Iterative Deepening Search dan Held-Karp pada Manajemen Pengiriman Produk,” Sisfo, vol. 07, no. 02, pp. 165-180 Sistem, Jan. 2018, doi: 10.24089/j.sisfo.2018.01.005.
[12] N. Ibrahim, N. Dong, and M. A. A. Abdalla, “On dual-loop model-free adaptive iterative learning control and its application,” J Process Control, vol. 147, p. 103376, Mar. 2025, doi: 10.1016/j.jprocont.2025.103376.
[13] S. Vats et al., “Iterative enhancement fusion-based cascaded model for detection and localization of multiple disease from CXR-Images,” Expert Syst Appl, vol. 255, p. 124464, Dec. 2024, doi: 10.1016/J.ESWA.2024.124464.
[14] K. Zhang, Q. Zhu, X. P. Xie, and R. Su, “A Self-triggered Adaptive Dynamic Programming Scheme for Unknown Nonlinear Systems by Iterative Model Predictive Process,” IEEE Transactions on Automation Science and Engineering, 2025, doi: 10.1109/TASE.2025.3571535.
[15] E. Pawan, P. Hasan, and R. M. H. Thamrin, “Utilization SAW Method to Choose Goods Suppliers at PT.King Computer,” CCIT Journal, vol. 13, no. 1, pp. 111–124, Feb. 2020, doi: 10.33050/ccit.v13i1.928.
[16] E. Pawan, N. S. Irjanto, R. N. Aprilianti, and S. Syaraswati, “Implementasi Metode Simple Additive Weighting pada Sistem Pendukung Keputusan Pemilihan Bibit Cabai Rawit Unggul,” Jurnal Bumigora Information Technology (BITe), vol. 4, no. 2, pp. 167–178, Dec. 2022, doi: 10.30812/bite.v4i2.2386.
[17] G. Mangapul and B. P. Adhi, “Sistem Pendukung Keputusan Untuk Menentukan Penerima Beasiswa Di Fakultas Teknik Univeristas Negeri Jakarta Dengan Model Fuzzy Multiple Attribute Menggunakan Metode SAW,” PINTER : Jurnal Pendidikan Teknik Informatika dan Komputer, vol. 1, no. 2, pp. 126–133, 2017, doi: 10.21009/pinter.1.2.5.
[18] Q. Chu et al., “Investigation on microstructure evolution, mechanical properties and corrosion resistance of dual phase stainless steel joints welded by GTAW and SAW methods,” International Journal of Pressure Vessels and Piping, vol. 209, p. 105183, Jun. 2024, doi: 10.1016/J.IJPVP.2024.105183.
[19] S. S. Sawant, “Band selection strategies for hyperspectral image classification based on machine learning and artificial intelligent techniques –Survey,” 2021. doi: 10.1007/s12517-021-06984-w.
Published
2025-10-28
How to Cite
[1]
J. Prayitno, I. Firmansyah, and G. V. Kahar, “Potential Increase in Chili Crop Yield Through Superior Seed Selection Using an Intelligent System in Koya Barat, Papua”, JI, vol. 10, no. 2, pp. 370-378, Oct. 2025.
Section
Articles
Copyright (c) 2025 Joko Prayitno, Idris Firmansyah, Gertrudis Vebriyanti Kahar
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
