APPLICATION OF FUZZY ANALYTICAL NETWORK PROCESS IN DETERMINING THE CHOICE OF AREAS OF INTEREST

  • Dinda Tiara Statistics Study Program, Faculty of Mathematics and Natural Sciences, Tanjungpura University, Indonesia
  • Evy Sulistianingsih Statistics Study Program, Faculty of Mathematics and Natural Sciences, Tanjungpura University, Indonesia
  • Hendra Perdana Statistics Study Program, Faculty of Mathematics and Natural Sciences, Tanjungpura University, Indonesia
  • Neva Satyahadewi Statistics Study Program, Faculty of Mathematics and Natural Sciences, Tanjungpura University, Indonesia
  • Ray Tamtama Statistics Study Program, Faculty of Mathematics and Natural Sciences, Tanjungpura University, Indonesia
DOI: https://doi.org/10.30598/barekengvol17iss4pp2253-2262
Keywords: Areas of Interest, Decision Support, Priority Alternatives

Abstract

The Untan Statistics Study Program offers students a choice of areas of interest to develop competencies, attitudes, and skills. This study aims to analyze the decision to determine the choice of field of interest according to lecturers and students using the Fuzzy Analytical Network Process (FANP) method. A combination of ANP methods and Fuzzy logic, FANP is used to model and analyze complex networks of several factors determining the choice of areas of interest. The step in this study begins with the determination of the criteria and sub-criteria used for tissue formation. Then a comparison was carried out in pairs using the Fuzzy scale, so that the calculation of the global weight value of each criterion and sub-criteria was obtained. The resulting weight can be used for decision making. Data in research affects the opinions of lecturers and students. The decision obtained using the FANP method in this study is in the opinion of lecturers and students that the fields of business and finance are priority alternatives with the highest weight of 44.5%. The second priority with a weight of 37.5%, namely social and industrial interests, and the environmental and disaster sector occupies the last priority with a weight of 18%.

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References

LTMPT. Untan, “Daya Tampung-LTMPT,” 2021. https://www.ltmpt.ac.id/?mid=10 (accessed Sep. 26, 2022).

Fakultas Teknologi Industri, Institut Teknologi Bandung, R. Govindaraju, and J. Pratama Sinulingga, “Pengambilan Keputusan Pemilihan Pemasok di Perusahaan Manufaktur dengan Metode Fuzzy ANP,” jmt, vol. 16, no. 1, pp. 1–16, 2017, doi: 10.12695/jmt.2017.16.1.1.

M.-C. Lee, “The Analytic Hierarchy and the Network Process in Multicriteria Decision Making: Performance Evaluation and Selecting Key Performance Indicators Based on ANP Model,” in Convergence and Hybrid Information Technologies, M. Crisan, Ed., InTech, 2010. doi: 10.5772/9643.

“adoc.pub_penerapan-fuzzy-analytical-network-process-dalam-m.pdf.”

T. L. Saaty, “Fundamentals of the analytic network process — Dependence and feedback in decision-making with a single network,” J. Syst. Sci. Syst. Eng., vol. 13, no. 2, pp. 129–157, Apr. 2004, doi: 10.1007/s11518-006-0158-y.

R. Ardiansyah, M. A. Muslim, and R. N. Hasanah, “Analisis Metode Fuzzy Analytical Network Process untuk Sistem Pengambilan Keputusan Pemeliharaan Jalan,” Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI), vol. 5, no. 2, Aug. 2016, doi: 10.22146/jnteti.v5i2.235.

M. Hendra Perdana Neva Satyahadewi, “SISTEM PENDUKUNG KEPUTUSAN DALAM PEMBELIAN RUMAH MENGGUNAKAN METODE ANALYTICAL NETWORK PROCESS,” Bimaster, vol. 8, no. 3, Jul. 2019, doi: 10.26418/bbimst.v8i3.34092.

T. L. Saaty and L. G. Vargas, Decision making with the analytic network process: economic, political, social and technological applications with benefits, opportunities, costs and risks. in International series in operations research & management science, no. 95. New York: Springer, 2006.

A. I. Nurcahyani, I. Indriyati, and P. S. Sasongko, “SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN HOTEL DI KOTA SEMARANG BERBASIS WEB DENGAN METODE FUZZY ANALYTICAL HIERARCHY PROCESS (FAHP),” JMASIF, vol. 5, no. 9, pp. 13–24, Apr. 2015, doi: 10.14710/jmasif.5.9.13-24.

O. Okfalisa, H. Rusnedy, D. U. Iswavigra, B. Pranggono, E. H. Haerani, and S. Saktioto, “DECISION SUPPORT SYSTEM FOR SMARTPHONE RECOMMENDATION: THE COMPARISON OF FUZZY AHP AND FUZZY ANP IN MULTI-ATTRIBUTE DECISION MAKING,” Sinergi, vol. 25, no. 1, p. 101, Nov. 2020, doi: 10.22441/sinergi.2021.1.013.

Y. Kustiyahningsih et al., “APLIKASI PENGUKURAN KINERJA UMKM DENGAN METODE FUZZY ANP UNTUK MENENTUKAN STRATEGI INOVASI UMKM,” 2016.

G. N. Savira, “Penerapan Metode Fuzzy Analytic Network Process (FANP) Pada Penentuan Penerima Beasiswa Peningkatan Prestasi Akademik (PPA) Di FMIPA UNESA,” vol. 7, p. 7, 2019.

S. Arsić, D. Nikolić, and Ž. Živković, “Hybrid SWOT - ANP - FANP model for prioritization strategies of sustainable development of ecotourism in National Park Djerdap, Serbia,” Forest Policy and Economics, vol. 80, pp. 11–26, Jul. 2017, doi: 10.1016/j.forpol.2017.02.003.

A. K. Mohammadzadeh, S. Ghafoori, A. Mohammadian, R. Mohammadkazemi, B. Mahbanooei, and R. Ghasemi, “A Fuzzy Analytic Network Process (FANP) approach for prioritizing internet of things challenges in Iran,” Technology in Society, vol. 53, pp. 124–134, May 2018, doi: 10.1016/j.techsoc.2018.01.007.

İ. Yüksel and M. Dagˇdeviren, “Using the analytic network process (ANP) in a SWOT analysis – A case study for a textile firm,” Information Sciences, vol. 177, no. 16, pp. 3364–3382, Aug. 2007, doi: 10.1016/j.ins.2007.01.001.

C. Yang and X. Chen, “A novel approach integrating FANP and MOMILP for the collection centre location problem in closed-loop supply chain,” International Journal of Sustainable Engineering, vol. 13, no. 3, pp. 171–183, May 2020, doi: 10.1080/19397038.2019.1644388.

M. Kabak, M. Dağdeviren, and S. Burmaoğlu, “A hybrid SWOT-FANP model for energy policy making in Turkey,” Energy Sources, Part B: Economics, Planning, and Policy, vol. 11, no. 6, pp. 487–495, Jun. 2016, doi: 10.1080/15567249.2012.673692.

Published
2023-12-19
How to Cite
[1]
D. Tiara, E. Sulistianingsih, H. Perdana, N. Satyahadewi, and R. Tamtama, “APPLICATION OF FUZZY ANALYTICAL NETWORK PROCESS IN DETERMINING THE CHOICE OF AREAS OF INTEREST”, BAREKENG: J. Math. & App., vol. 17, no. 4, pp. 2253-2262, Dec. 2023.
Issue
Vol 17 No 4 (2023): BAREKENG: Journal of Mathematics and Its Applications
Section
Articles

Copyright (c) 2023 Dinda Tiara, Evy Sulistianingsih, Hendra Perdana, Neva Satyahadewi, Ray Tamtama

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