Pengembangan Model Sistem Pendukung Keputusan Dengan Kombinasi Metode Fuzzy Tahani Dan Topsis Dalam Penilaian Kinerja Instruktur

Safrizal Safrizal(1*), Susianto Susianto(2),

(1) Universitas Potensi Utama
(2) Universitas Potensi Utama
(*) Corresponding Author

Abstract


The instructor is the main academic implementer in the Institute for Aviation Education and Training (LPP). One of the factors that influence the success of LPP Aviation in improving student quality is the commitment and performance of instructors. One method used is to conduct an instructor performance appraisal process. The large number of Instructors in LPP Aviation is a separate issue in the assessment process, considering the process is based on subjectivity and has a great chance of making mistakes in the decision making, namely the selection of instructors who do not meet the desired standards and are not in accordance with the determination of instructor performance evaluation priorities. For this reason, a decision support system is needed in conducting the instructor's performance appraisal process. The Multi Attribute Decision Making (MADM) model has been widely used by decision makers to solve decision making problems with a variety of methods that can be used to find the best solution, but from these methods can still be developed with the aim of providing maximum decision results. In this research a decision support system model will be built with a combination of two methods, namely the Fuzzy Resistant method and TOPSIS which aims to manipulate the success data of instructors who are ambiguous by conducting a search for appropriate and accurate data for the criteria used in the assessment process LPP Aviation instructor performance by using Fuzzy-Resistant to get priority criteria in the form of rules, then ranking will be done by using TOPSIS in getting the quality of teaching conducted by LPP Aviation Instructors as the best instructor selection. The results of the flight instructor's performance evaluation with a combination of the Fuzzy Resistant method and TOPSIS, are based on 250 data tested samples, therefore, the accuracy value is 93%.

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References


Saaty, T. L., Peniwati, K., 2008, Group Decision Making: Drawing Out and Reconcilling Differences, RWS Publications, Pittsburgh.

Lestari, W.O., 2009. Sistem Pendukung Keputusan Pemilihan Karyawan Terbaik Berdasarkan Penilaian Kinerja Menggunakan Metode Topsis.

Husein, M., 2016. Analisa Sistem Pendukung Keputusan Penilaian Kinerja Kepala Sekolah Tingkat Smp Kabupaten X. CogITo Smart Journal, 2(2), pp.147-156.

Juliyanti, M.I.I. and Mukhlash, I., 2011. Pemilihan Guru Berprestasi Menggunakan Metode AHP dan TOPSIS. In Prosiding Seminar Nasional Penelitian, Pendidikan dan Penerapan MIPA, Fakultas MIPA, Universitas Negeri Yogyakarta (Vol. 14).

Safrizal, S., 2014. Rekam Jejak Dosen Sebagai Model Pengambilan Keputusan Dalam Pemilihan Dosen Berprestasi. Creative Information Technology Journal, 2(1), pp.65-76.

Tanti, L., 2016. Multi-Criteria Decision Making Dalam Penentuan Jurusan Siswa Pada Lembaga Pendidikan dan Pelatihan (LPP) Penerbangan. Journal of Applied Intelligent System, 1(3),

pp.154-166.

Safrizal, S., 2016. EVALUASI KINERJA INSTRUKTUR UNTUK MENINGKATKAN PROFESIONALISME PADA LEMBAGA PENDIDIKAN DAN PELATIHAN PENERBANGAN. SEMNASTEKNOMEDIA ONLINE, 4(1), pp.1-3.

Kusumadewi, Sri dan Purnomo, Hari. 2004. Aplikasi Logika Fuzzy untuk Pendukung Keputusan. Yogyakarta:Graha Ilmu.

Turban, E., Aronson, J., E., dan Liang, T., P., 2005. Sistem Pendukung Keputusan dan Sistem Cerdas. Terjemahan Dwi Prabantini. Yogyakarta: ANDI.

Chamid, A.A., 2016. Penerapan Metode Topsis Untuk Menentukan Prioritas Kondisi Rumah. Simetris: Jurnal Teknik Mesin, Elektro dan Ilmu Komputer, 7(2), pp.537-544.

Prasetiyowati, Maria Irmina. 2007. IMPLEMENTASI FUZZY DATABASE UNTUK MEMBERIKAN REKOMENDASI JALUR PEMINATAN MAHASISWA. Surabaya. SNSI07-028.

Saftizal, S., TANTI, Lili, et al. PENENTUKAN JURUSAN SISWA PADA LEMBAGA PENDIDIKAN DAN PELATIHAN (LPP) PENERBANGAN. In: SISITI: Seminar Ilmiah Sistem Informasi dan Teknologi Informasi. 2017

Safrizal, S. (2016). EVALUASI KINERJA INSTRUKTUR UNTUK MENINGKATKAN PROFESIONALISME PADA LEMBAGA PENDIDIKAN DAN PELATIHAN PENERBANGAN. SEMNASTEKNOMEDIA ONLINE, 4(1), 1-3

Safrizal, S., Tanti, L., Rahmad, I. F., & Thanri, Y. (2018, August). Monitoring and Evaluation of Flight Instructor Performance with PROMETHEE Method. In 2018 6th International Conference on Cyber and IT Service Management (CITSM) (pp. 1-6). IEEE

Sahir, S. H., Rosmawati, R., & Rahim, R. (2018). Fuzzy model tahani as a decision support system for selection computer tablet. Int. J. Eng. Technol, 7(2.9), 61-65.

Ginting, G., Fadlina, M., Siahaan, A.P.U. and Rahim, R., 2017. Technical Approach of TOPSIS in Decision Making. Int. J. Recent Trends Eng. Res, 3(8), pp.58-64.

Şengül, Ü., Eren, M., Shiraz, S.E., Gezder, V. and Şengül, A.B., 2015. Fuzzy TOPSIS method for ranking renewable energy supply systems in Turkey. Renewable Energy, 75, pp.617-625.

Jasri, D.S. and Rahim, R., 2017. Decision Support System Best Employee Assessments with Technique for Order of Preference by Similarity to Ideal Solution. Int. J. Recent TRENDS Eng. Res, 3(3), pp.6-17.

Tanti, L., Puspasari, R., & Triandi, B. (2018, August). Employee Performance Assessment with Profile Matching Method. In 2018 6th International Conference on Cyber and IT Service Management (CITSM) (pp. 1-6). IEEE.




DOI: http://dx.doi.org/10.30645/j-sakti.v3i2.143

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