Selection Participants Of Science Olympic In Elementary School Using Fuzzy – Profile Matching Method
Article Sidebar
Published:
Jul 25, 2022
Keywords:
Fuzzy, Profile Matching, Decision Support, Selection Parcticipants, Science Olympic
Section
Computer Science
Statistics Article
Article View : 132 Times
Main Article Content
Abstract
Science ability is one of the students' potentials that can be developed and can be competed. Every student's potential in the field of science can be excelled and directed to become ability. Science Olympiad is a forum to show students' abilities so that every elementary school is expected to participate. Schools must, of course, determine prospective participants for the science olympiad, with the selection of potential students with predetermined assessment criteria. In this study, implementing decision support with fuzzy logic for the conversion of criteria values ??and the Profile Matching method in determining the ideal profile of prospective Olympic participants, each student's alternative value on the criteria is obtained by the difference in value with the ideal profile, the smaller the value of the GAP difference, it indicates the best alternative. The results showed that the results of fuzzy and profile decisions were the three best alternatives for students who participated in the science Olympics.
Downloads
Download data is not yet available.
Article Details
How to Cite
Wiratama, I. K., Fuadi, T. M. ., Pratiwi , E. Y. R. ., Kurniawan, D. . and Sudipa, I. G. I. . (2022) “Selection Participants Of Science Olympic In Elementary School Using Fuzzy – Profile Matching Method”, Jurnal Mantik, 6(2), pp. 1850-1858. doi: 10.35335/mantik.v6i2.2671.
References
[1] P. P. N. Kemendikbud, “PANDUAN TEKNIS PELAKSANAAN OLIMPIADE SAINS NASIONAL-SEKOLAH DASAR (OSN-SD) SECARA DARING TAHUN 2022,” pp. 1–62, 2022, [Online]. Available: https://pusatprestasinasional.kemdikbud.go.id/uploads/lampiran/PANDUAN OSN SD TAHUN 2022.pdf
[2] P. P. N. Kemendikbud, “Panduan teknis pelaksanaan Kompetisi Sains Nasional Tingkat Provinsi (KSN-P) tahun 2020,” 2020.
[3] T. Wiyoko, M. Megawati, A. Aprizan, and N. Avana, “Peningkatan kompetensi siswa melalui pembinaan olimpiade sains (OSN),” War. LPM, vol. 22, no. 2, pp. 67–75, 2019.
[4] P. Sutanto, “Panduan pelaksanaan olimpiade sains nasional tahun 2018.” Direktorat Jenderal Pendidikan Dasar dan Menengah, 2018.
[5] L. N. Hayati, A. Ansari, and R. Anugrah, “SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN PESERTA OLIMPIADE MIPA TINGKAT SD MENGGUNAKAN METODE SIMPLE ADDITIVE WEIGHTING,” J. Resist. (Rekayasa Sist. Komputer), vol. 3, no. 2, pp. 82–88, 2020.
[6] I. G. I. Sudipa and K. S. Aryati, “Pendekatan Penentuan Bobot dengan Surrogate Weighting Procedures untuk Metode Simple Additive Weighting dalam Pengambilan Keputusan Multikriteria,” Int. J. Nat. Sci. Eng., vol. 3, no. 3, pp. 113–121, 2019.
[7] Meiryani, P. Siagian, R. A. A. W. Puspokusumo, and Lusianah, “Decision making and management information systems,” J. Crit. Rev., vol. 7, no. 7, pp. 320–325, 2020, doi: 10.31838/jcr.07.07.52.
[8] P. Sarabando and L. C. Dias, “Multiattribute choice with ordinal information: A comparison of different decision rules,” IEEE Trans. Syst. Man, Cybern. Part ASystems Humans, vol. 39, no. 3, pp. 545–554, 2009, doi: 10.1109/TSMCA.2009.2014555.
[9] I Gede Iwan Sudipa, “Decision Support System Dengan Metode AHP, SAW dan ROC Untuk Penentuan Pemberian Beasiswa (Studi Kasus STMIK STIKOM INDONESIA),” J. Teknol. Inf. dan Komput., vol. 4, no. 1, pp. 18–30, 2018.
[10] I. G. I. Sudipa et al., “Application of MCDM using PROMETHEE II Technique in the Case of Social Media Selection for Online Businesses.,” in IOP Conference Series: Materials Science and Engineering, 2020, vol. 835, no. 1, p. 12059.
[11] K. R. MacCrimmon, “Decision making among multiple–attribute alternatives: A Survey and Consolidated Approach,” Arpa Order, vol. 189, no. 1. p. RM-4823-ARPA, 1968.
[12] I. G. I. Sudipa and E. A. P. Lestari, “RANCANG BANGUN SISTEM INFORMASI PENDUDUK DUSUN (STUDI KASUS: DUSUN TEGAL KORI KAJA UBUNG),” J. Teknol. Inf. dan Komput., vol. 5, no. 2, 2019.
[13] I. G. I. Sudipa, I. M. D. P. Asana, I. K. A. G. Wiguna, and I. N. T. A. Putra, “Implementation of ELECTRE II Algorithm to Analyze Student Constraint Factors in Completing Thesis,” in 2021 6th International Conference on New Media Studies (CONMEDIA), 2021, pp. 22–27.
[14] G. Sihombing, “Sistem Pendukung Keputusan Seleksi Peserta Olimpiade Sains Dengan Metode PROMETHEE II,” Pelita Inform. Inf. dan Inform., vol. 9, no. 3, pp. 209–224, 2021.
[15] S. Sundari, S. M. Sinaga, I. S. Damanik, and A. Wanto, “Sistem Pendukung Keputusan Pemilihan Peserta Olimpiade Matematika SMA Swasta Teladan Pematangsiantar Dengan Metode Electre,” in Seminar Nasional Teknologi Komputer & Sains (SAINTEKS), 2019, vol. 1, no. 1.
[16] A. Verdian and A. Wantoro, “Komparasi Metode Profile Matching Dengan Fuzzy Profile Matching Pada Pemilihan Wakil Kepala Sekolah,” J. Ilm. Media Sisfo, vol. 13, no. 2, pp. 97–105, 2019.
[17] A. Wantoro, “Penerapan Logika Fuzzy dan Profile Matching pada Teknologi Informasi Kesesuaian Antibiotic Berdasarkan Diare Akut Anak,” in SENASTER" Seminar Nasional Riset Teknologi Terapan", 2020, vol. 1, no. 1.
[18] E. Budianita and A. Syahputra, “Sistem Pendukung Keputusan Penerimaan Beasiswa Gubernur Riau Menggunakan Fuzzy dengan Metode Profile Matching,” J. CoreIT J. Has. Penelit. Ilmu Komput. dan Teknol. Inf., vol. 2, no. 1, pp. 14–20, 2016.
[19] W. Deni, O. Sudana, and A. Sasmita, “Analysis and Implementation Fuzzy Multi-Attribute Decision Making SAW Method for Selection of High Achieving Students in Faculty Level,” Int. J. Comput. Sci. Issues, vol. 10, no. 1, pp. 674–680, 2013.
[20] I. G. I. Sudipa and N. M. Sudiani, “Sistem Pendukung Keputusan Menggunakan Metode Profile Matching Untuk Penentuan Pemberian Kredit (Studi Kasus: KSP Werdhi Mekar Sari Sedana),” J. Sist. Inf. dan Komput. Terap. Indones., 2019, doi: 10.33173/jsikti.23.
[21] A. A. S. Wiratama, W. W. Winarno, and F. W. Wibowo, “Penempatan Praktek Kerja Industri Siswa Dengan Metode Fuzzy-Profile Matching,” SEMNASTEKNOMEDIA ONLINE, vol. 6, no. 1, pp. 2–10, 2018.
[22] P. Sugiartawan, I. M. Yudiana, and P. I. Prakoso, “Group Decision Support System Fuzzy Profile Matching Method With Organizational Citizenship Behaviour,” IJCCS (Indonesian J. Comput. Cybern. Syst., vol. 15, no. 4.
[23] C. Yeh and R. J. Willis, “A validation procedure for multicriteria analysis?: application to the selection of scholarship students,” vol. 6, pp. 39–52, 2001.
[24] S. H. Kusumadewi, Fuzzy Multi-Attribute Decision Making (Fuzzy MADM). 2006.
[25] . B. and . S., “Novelty Ranking Approach with Z-Score and Fuzzy Multi- Attribute Decision Making Combination,” Int. J. Eng. Technol., vol. 7, no. 4.7, p. 476, 2018, doi: 10.14419/ijet.v7i4.7.27363.
[26] D. M. Sihotang, “Metode Skoring dan Metode Fuzzy dalam Penentuan Zona Resiko Malaria di Pulau Flores,” J. Nas. Tek. Elektro dan Teknol. Inf., vol. 5, no. 4, pp. 302–308, 2016, doi: 10.22146/jnteti.v5i4.278.
[27] M. L. Radhitya and G. I. Sudipa, “PENDEKATAN Z-SCORE DAN FUZZY DALAM PENGUJIAN AKURASI PERAMALAN CURAH HUJAN,” SINTECH (Science Inf. Technol. J., vol. 3, no. 2, pp. 149–156, 2020.
[28] C. Hwang and K. Yoon, Multiple Attribute Decision Making: Methods and Applications, A State of the Art Survey. 1981. doi: 10.1007/978-3-642-48318-9.
[29] Y. Mumtaz, “Decision Support System for Tourist Attractions Recommendation in Sidoarjo Using Profile Matching Method and Analitycal Hierarchy Process Method,” Int. J. Sci. Eng. Inf. Technol., vol. 4, no. 2, pp. 215–217, 2020.
[30] R. Umar, A. Yudhana, and J. Dernata, “The Admission Decision Support System for Muhammadiyah Student Association Cadres Using the Profile Matching Method,” JUITA J. Inform., vol. 10, no. 1, pp. 53–58, 2022.
[31] S. Begum, M. U. Ahmed, P. Funk, N. Xiong, and B. Von Schéele, “A case?based decision support system for individual stress diagnosis using fuzzy similarity matching,” Comput. Intell., vol. 25, no. 3, pp. 180–195, 2009.
[32] F. Sari, Metode dalam pengambilan keputusan. Deepublish, 2018.
[2] P. P. N. Kemendikbud, “Panduan teknis pelaksanaan Kompetisi Sains Nasional Tingkat Provinsi (KSN-P) tahun 2020,” 2020.
[3] T. Wiyoko, M. Megawati, A. Aprizan, and N. Avana, “Peningkatan kompetensi siswa melalui pembinaan olimpiade sains (OSN),” War. LPM, vol. 22, no. 2, pp. 67–75, 2019.
[4] P. Sutanto, “Panduan pelaksanaan olimpiade sains nasional tahun 2018.” Direktorat Jenderal Pendidikan Dasar dan Menengah, 2018.
[5] L. N. Hayati, A. Ansari, and R. Anugrah, “SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN PESERTA OLIMPIADE MIPA TINGKAT SD MENGGUNAKAN METODE SIMPLE ADDITIVE WEIGHTING,” J. Resist. (Rekayasa Sist. Komputer), vol. 3, no. 2, pp. 82–88, 2020.
[6] I. G. I. Sudipa and K. S. Aryati, “Pendekatan Penentuan Bobot dengan Surrogate Weighting Procedures untuk Metode Simple Additive Weighting dalam Pengambilan Keputusan Multikriteria,” Int. J. Nat. Sci. Eng., vol. 3, no. 3, pp. 113–121, 2019.
[7] Meiryani, P. Siagian, R. A. A. W. Puspokusumo, and Lusianah, “Decision making and management information systems,” J. Crit. Rev., vol. 7, no. 7, pp. 320–325, 2020, doi: 10.31838/jcr.07.07.52.
[8] P. Sarabando and L. C. Dias, “Multiattribute choice with ordinal information: A comparison of different decision rules,” IEEE Trans. Syst. Man, Cybern. Part ASystems Humans, vol. 39, no. 3, pp. 545–554, 2009, doi: 10.1109/TSMCA.2009.2014555.
[9] I Gede Iwan Sudipa, “Decision Support System Dengan Metode AHP, SAW dan ROC Untuk Penentuan Pemberian Beasiswa (Studi Kasus STMIK STIKOM INDONESIA),” J. Teknol. Inf. dan Komput., vol. 4, no. 1, pp. 18–30, 2018.
[10] I. G. I. Sudipa et al., “Application of MCDM using PROMETHEE II Technique in the Case of Social Media Selection for Online Businesses.,” in IOP Conference Series: Materials Science and Engineering, 2020, vol. 835, no. 1, p. 12059.
[11] K. R. MacCrimmon, “Decision making among multiple–attribute alternatives: A Survey and Consolidated Approach,” Arpa Order, vol. 189, no. 1. p. RM-4823-ARPA, 1968.
[12] I. G. I. Sudipa and E. A. P. Lestari, “RANCANG BANGUN SISTEM INFORMASI PENDUDUK DUSUN (STUDI KASUS: DUSUN TEGAL KORI KAJA UBUNG),” J. Teknol. Inf. dan Komput., vol. 5, no. 2, 2019.
[13] I. G. I. Sudipa, I. M. D. P. Asana, I. K. A. G. Wiguna, and I. N. T. A. Putra, “Implementation of ELECTRE II Algorithm to Analyze Student Constraint Factors in Completing Thesis,” in 2021 6th International Conference on New Media Studies (CONMEDIA), 2021, pp. 22–27.
[14] G. Sihombing, “Sistem Pendukung Keputusan Seleksi Peserta Olimpiade Sains Dengan Metode PROMETHEE II,” Pelita Inform. Inf. dan Inform., vol. 9, no. 3, pp. 209–224, 2021.
[15] S. Sundari, S. M. Sinaga, I. S. Damanik, and A. Wanto, “Sistem Pendukung Keputusan Pemilihan Peserta Olimpiade Matematika SMA Swasta Teladan Pematangsiantar Dengan Metode Electre,” in Seminar Nasional Teknologi Komputer & Sains (SAINTEKS), 2019, vol. 1, no. 1.
[16] A. Verdian and A. Wantoro, “Komparasi Metode Profile Matching Dengan Fuzzy Profile Matching Pada Pemilihan Wakil Kepala Sekolah,” J. Ilm. Media Sisfo, vol. 13, no. 2, pp. 97–105, 2019.
[17] A. Wantoro, “Penerapan Logika Fuzzy dan Profile Matching pada Teknologi Informasi Kesesuaian Antibiotic Berdasarkan Diare Akut Anak,” in SENASTER" Seminar Nasional Riset Teknologi Terapan", 2020, vol. 1, no. 1.
[18] E. Budianita and A. Syahputra, “Sistem Pendukung Keputusan Penerimaan Beasiswa Gubernur Riau Menggunakan Fuzzy dengan Metode Profile Matching,” J. CoreIT J. Has. Penelit. Ilmu Komput. dan Teknol. Inf., vol. 2, no. 1, pp. 14–20, 2016.
[19] W. Deni, O. Sudana, and A. Sasmita, “Analysis and Implementation Fuzzy Multi-Attribute Decision Making SAW Method for Selection of High Achieving Students in Faculty Level,” Int. J. Comput. Sci. Issues, vol. 10, no. 1, pp. 674–680, 2013.
[20] I. G. I. Sudipa and N. M. Sudiani, “Sistem Pendukung Keputusan Menggunakan Metode Profile Matching Untuk Penentuan Pemberian Kredit (Studi Kasus: KSP Werdhi Mekar Sari Sedana),” J. Sist. Inf. dan Komput. Terap. Indones., 2019, doi: 10.33173/jsikti.23.
[21] A. A. S. Wiratama, W. W. Winarno, and F. W. Wibowo, “Penempatan Praktek Kerja Industri Siswa Dengan Metode Fuzzy-Profile Matching,” SEMNASTEKNOMEDIA ONLINE, vol. 6, no. 1, pp. 2–10, 2018.
[22] P. Sugiartawan, I. M. Yudiana, and P. I. Prakoso, “Group Decision Support System Fuzzy Profile Matching Method With Organizational Citizenship Behaviour,” IJCCS (Indonesian J. Comput. Cybern. Syst., vol. 15, no. 4.
[23] C. Yeh and R. J. Willis, “A validation procedure for multicriteria analysis?: application to the selection of scholarship students,” vol. 6, pp. 39–52, 2001.
[24] S. H. Kusumadewi, Fuzzy Multi-Attribute Decision Making (Fuzzy MADM). 2006.
[25] . B. and . S., “Novelty Ranking Approach with Z-Score and Fuzzy Multi- Attribute Decision Making Combination,” Int. J. Eng. Technol., vol. 7, no. 4.7, p. 476, 2018, doi: 10.14419/ijet.v7i4.7.27363.
[26] D. M. Sihotang, “Metode Skoring dan Metode Fuzzy dalam Penentuan Zona Resiko Malaria di Pulau Flores,” J. Nas. Tek. Elektro dan Teknol. Inf., vol. 5, no. 4, pp. 302–308, 2016, doi: 10.22146/jnteti.v5i4.278.
[27] M. L. Radhitya and G. I. Sudipa, “PENDEKATAN Z-SCORE DAN FUZZY DALAM PENGUJIAN AKURASI PERAMALAN CURAH HUJAN,” SINTECH (Science Inf. Technol. J., vol. 3, no. 2, pp. 149–156, 2020.
[28] C. Hwang and K. Yoon, Multiple Attribute Decision Making: Methods and Applications, A State of the Art Survey. 1981. doi: 10.1007/978-3-642-48318-9.
[29] Y. Mumtaz, “Decision Support System for Tourist Attractions Recommendation in Sidoarjo Using Profile Matching Method and Analitycal Hierarchy Process Method,” Int. J. Sci. Eng. Inf. Technol., vol. 4, no. 2, pp. 215–217, 2020.
[30] R. Umar, A. Yudhana, and J. Dernata, “The Admission Decision Support System for Muhammadiyah Student Association Cadres Using the Profile Matching Method,” JUITA J. Inform., vol. 10, no. 1, pp. 53–58, 2022.
[31] S. Begum, M. U. Ahmed, P. Funk, N. Xiong, and B. Von Schéele, “A case?based decision support system for individual stress diagnosis using fuzzy similarity matching,” Comput. Intell., vol. 25, no. 3, pp. 180–195, 2009.
[32] F. Sari, Metode dalam pengambilan keputusan. Deepublish, 2018.
Copyright and Licensing
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.