Accuracy Analysis of WP, AHP-WP, Entropy-Topsis Methods in Determining Majors

Authors

  • Saiful Bahri UIN Sunan Kalijaga
  • Maria Ulfah Siregar UIN Sunan Kalijaga

DOI:

https://doi.org/10.23887/janapati.v12i3.57718

Keywords:

computerized system, decision, decision support system, recommendation

Abstract

Determination of majors at SMK AR Rahma is still manual and Excel is only used to find average scores. On the other hand, the number of students is around 140 students, so the majors can cause inaccuracies. In this study, the accuracy of the WP, AHP-WP, and ENTROPY-TOPSIS methods was analyzed in determining the majors of SMK AR Rahma’s students. So that it will be known which method is more accurate in producing student majors. In the process of student majors, data are needed in the form of report cards, academic test scores, majors test scores and health scores. The result is that the majors produced by the AHP-WP method are more accurate than the majors produced by the other two methods, respectively by 70.71%, 64.29%, and 62.86%.

References

Qomariyah and M. U. Siregar, “Comparative Study of K-Means Clustering Algorithm and K-Medoids Clustering in Student Data Clustering,” JISKA (Jurnal Inform. Sunan Kalijaga), vol. 7, no. 2, pp. 91–99, May 2022, doi: 10.14421/jiska.2022.7.2.91-99.

Desiana Nurul Maftuhah, Lia Ellyanti, Dana Indra Sensuse, Damayanti Elisabeth, Nadya Safitri, and Sofian Lusa, “Knowledge Management System Evaluation Using DeLone McLean Model: A Case Study of IT Service Desk Bank XYZ,” J. Nas. Pendidik. Tek. Inform., vol. 12, no. 2, pp. 223–233, 2023, doi: 10.23887/janapati.v12i2.59609.

E. Ardiyanto, “Perbandingan Metode AHP-TOPSIS dan AHP-WP untuk Sistem Pendukung Keputusan Kelayakan Pengajuan Pinjaman Dana PMW di UNSEC,” Unnes, vol. 8, no. 3, pp. 96–107, 2017.

G. S. Mahendra and P. G. S. C. Nugraha, “Komparasi Metode AHP-SAW dan AHP-WP Pada SPK Penentuan E-Commerce Terbaik di Indonesia,” J. Sist. dan Teknol. Inf., vol. 8, no. 4, p. 346, Oct. 2020, doi: 10.26418/justin.v8i4.42611.

E. B. Setiawan, F. B. Herlambang, and A. Setiyadi, “Culinary Business Recommendation Application Using Promethee-II Method,” IJID (International J. Informatics Dev., vol. 11, no. 1, pp. 182–191, 2022, doi: 10.14421/ijid.2022.3562.

A. I. Lubis, U. Erdiansyah, and F. Setiawan, “Kombinasi Metode AHP dan Weighted Product Dalam Penentuan Evaluasi Kinerja Asisten Pengajar,” vol. 1, no. 2, 2021, doi: 10.47709/briliance.v1i2.

M. U. Siregar, T. Nasiroh, and M. Mustakim, “Suatu Pendekatan Hibrid Menggunakan Topsis - Entropi pada Penentuan Siswa Penerima Beasiswa Prestasi Berbasiskan Kriteria Objektif,” J. Teknol. Inf. dan Ilmu Komput., vol. 8, no. 1, p. 167, Feb. 2021, doi: 10.25126/jtiik.0814261.

D. G. Williamson, “Document 3,” in The Third Reich, 2019, pp. 159–161. doi: 10.4324/9781315121154-16.

M. Zainuri, M. H. Fahmi, and R. A. Hamdhana, “Komparasi Metode Klasifikasi Algoritma C5.0 dan Naïve Bayes untuk Menentukan Jurusan Siswa,” J. Sist. Inf. dan Inform., vol. 1, no. 1, pp. 1–8, 2022, doi: 10.33379/jusifor.v1i1.1277.

A. Setiawan and A. Artanti, “InfoTekJar : Jurnal Nasional Informatika dan Teknologi Jaringan Komparasi Metode Elimination Et Choix Traduisant La Realite ( Electre ) dan K-NN Similarity dalam Sistem Pendukung Keputusan Pemilihan Konsentrasi Jurusan Siswa SMK,” vol. 2, 2021.

M. E. Iswanto, M. U. Siregar, S. ’Uyun, and M. T. Nuruzzaman, “Recommender systems for specializing new students in the K-13 curriculum using the profile matching, SAW, and a combination of both,” J. Teknol. dan Sist. Komput., vol. 9, no. 2, pp. 96–105, Apr. 2021, doi: 10.14710/jtsiskom.2021.13902.

S. T. Novira, H. Mubarok, and R. N. Shofa, “Sistem Pendukung Keputusan Pemilihan Jurusan dengan menggunakan Metode Analytical Hierarchy Process dan Weighted Product (Studi Kasus: SMK Al-Khoeriyah Kota Tasikmalaya),” SAIS| Sci. Artic. Informatics Students, vol. 3, no. 2, pp. 111–122, 2020.

D. N. Nafi’, A. Mulyanto, and M. G. Wonoseto, “Perbandingan Sensitivitas Metode SAW Dan TOPSIS Dalam Pemilihan Ustadz Teladan Ponpes Wahid Hasyim Yogyakarta,” Fountain Informatics J., vol. 6, no. 1, pp. 34–44, 2021.

T. L. Saaty, “Decision making with the Analytic Hierarchy Process,” Sci. Iran., vol. 9, no. 3, pp. 215–229, 2002, doi: 10.1504/ijssci.2008.017590.

D. C. Yoni and H. Mustafidah, “93123-ID-penerapan-metode-wp-weighted-product-unt.pdf,” Juita, vol. IV, no. 1, pp. 22–27, 2016.

Downloads

Published

2023-12-31

How to Cite

Bahri, S., & Siregar, M. U. (2023). Accuracy Analysis of WP, AHP-WP, Entropy-Topsis Methods in Determining Majors. Jurnal Nasional Pendidikan Teknik Informatika : JANAPATI, 12(3), 406–415. https://doi.org/10.23887/janapati.v12i3.57718

Issue

Section

Articles