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All Journal JURTEKSI JOISIE (Journal Of Information Systems And Informatics Engineering) JSAI (Journal Scientific and Applied Informatics) Jurnal Informasi dan Teknologi Jurnal Informatika dan Rekayasa Perangkat Lunak Journal International Inspire Education Technology (JIIET) Journal of Innovation Research and Knowledge
Khairunnisa Samosir
Jurusan Ilmu Komputer Universitas Graha Nusantara Padangsidimpuan, Indonesia.
Humanities Computer Science & IT Economics, Econometrics & Finance Education Health Professions Law, Crime, Criminology & Criminal Justice Social Sciences

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Journal : Journal International Inspire Education Technology (JIIET)

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Implementation of the Mamdani Fuzzy Method to Evaluate the Performance of Lecturers in the Research Field Alwendi Alwendi; Khairunnisa Samosir; Mingliang Suo; Yang Fan
Journal International Inspire Education Technology Vol. 1 No. 3 (2022)
Publisher : Sekolah Tinggi Agama Islam Al-Hikmah Pariangan Batusangkar, West Sumatra, Indonesia.

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55849/jiiet.v1i3.128

Abstract

Today, information technology, especially soft computing technology, has grown very rapidly. One of the soft computing technologies that has been widely developed is fuzzy logic, because it can be used to measure various phenomena that are ambiguous, disguised or fuzzy. One of the research topics that uses the application of fuzzy logic is the assessment system in the field of research. Research by Lecturers at the University of Graha Nusantara Padangsidimpuan in Simlitabmas Data Still in the Guidance Category to upgrade to the Middle Category UGN Padangsidimpuan lecturers are challenged to be able to develop, devote, and apply the knowledge needed in research. For that we need an application that can be used to calculate and record the performance of Lecturers on the resulting Research. The purpose of this study is to apply fuzzy logic with the Mamdani method in assessing the research performance of lecturers at the University of Graha Nusantara Padangsidimpuan. This research uses Mamdani Fuzzy Logic. Fuzzy Mamdani method is a way to map an input space into an output space. This method is a mathematical framework used to represent uncertainty, ambiguity, imprecision, lack of information, and partial truth. The stages of research using the Mamdani method are Creating Input Variables taken from Sinta-accredited Articles, Simlitabmas Grant Articles and Articles in International and National Journals. Finding the Max-Min Value of Each Variable. Creating a fuzzy set using the Mamdani method. Creating Assertions with Defuzzification using Matlab.
Co-Authors Alwendi, Alwendi Ardi Ardi Dasril Aldo Hermawaty Hermawaty Mingliang Suo Yang Fan Yeyi Gusla Nengsih Yuhandri Yuhandri