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Simajuntak, Magdalena
UNIVERSITAS PELITA HARAPAN MEDAN
Computer Science & IT Decision Sciences, Operations Research & Management Engineering

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PENERAPAN FUZZY SUGENO PADA PENILAIAN KINERJA PEGAWAI ( STUDI KASUS STMIK KAPUTAMA) Simajuntak, Magdalena
Journal Information System Development (ISD) Vol 3, No 2 (2018): Journal Information System Development (ISD)
Publisher : UNIVERSITAS PELITA HARAPAN

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Abstract

Utilization of technology at this time greatly evolved along with the development of the times, so that companies or agencies require a workforce or employees who are experts in the field of technology. Employees should not only look attractive but also must have the expertise in completing the job that is given. In Higher Education must also have employees who are proficient, smart and broad-minded. Competent colleges are universities that have competent educational services not only in teaching but in the field of student administration services. In Teaching and Learning Process in Higher Education, Employees have an important role in the smooth running of lectures. For example in making Attendance List of Lectures and News Events Lectures. Improving services to students is not independent of the performance of employees. STMIK Kaputama conduct an assessment on the performance of employees through 3 (three) variables are: Expertise Variables, Variable Discipline and Attitude Variables. With parameter values: Very Low (SR), Low (R), Enough (C), Good (B) and Very Good (SB), from those parameters will be known result of Employee Performance Appraisal.
PENILAIAN KINERJA DOSEN DENGAN MENGGUNAKAN METODE SUGENO Simajuntak, Magdalena
Journal Information System Development (ISD) Vol 2, No 1 (2017): Journal Information System Development (ISD)
Publisher : UNIVERSITAS PELITA HARAPAN

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Penelitian ini bertujuan untuk menganalisis Metode sugeno untuk mendapatkan nilai optimasi fungsi dengan cepat dengan menggunakan algoritma PSO (Particle Swarm Optimization) dan MAPE (Mean Absolute Percentage Error). Input terdiri dari 3 (tiga) variabel yaitu : Variabel Materi, Variabel Disiplin dan Variabel Sikap. Hasil yang diperoleh dalam penelitian ini nilai fungsi yang telah teroptimasi dimana terjadi perbaikan error pada Sugeno-PSO sebesar 3,3 %.Kata kunci : Sugeno, Error, Optimasi
PENERAPAN FUZZY MAMDANI PADA PENILAIAN KINERJA DOSEN (STUDI KASUS STMIK KAPUTAMA BINJAI) Simajuntak, Magdalena; Fauzi, Achmad
Journal Information System Development (ISD) Vol 2, No 2 (2017): Journal Information System Development (ISD)
Publisher : UNIVERSITAS PELITA HARAPAN

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Abstract

 This research is aimed to apply Mamdani Method to get function optimization value quickly in lecturer performance assessment. Input consists of 3 (three) variables are: Variable Material, Variable Discipline and Attitude Variables. The results obtained in this study the value of function that has been optimized which will get the best lecturer in performance.  Keywords: Mamdani, Optimization
Co-Authors Achmad Fauzi