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Mutmainah Mutmainah
Sekolah Tinggi Ilmu Farmasi “YAYASAN PHARMASI” Semarang
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Journal : Jurnal Ekonomi Modernisasi

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The quality enhancement system improvement using the ANFIS method for segmentation of lecturer performance Mutmainah, Mutmainah; Marfuah, Umi; Panudju, Andreas Tri
Jurnal Ekonomi Modernisasi Vol. 19 No. 2 (2023)
Publisher : Fakultas Ekonomika dan Bisnis, Universitas Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/jem.v19i2.8419

Abstract

Lecturers play a crucial role in developing skilled human resources. Classifying lecturer performance is believed to enhance the internal quality assurance system in the learning process and boost the scientific transformation process for students. This research aims to assess the effectiveness of using ANFIS as a classification approach for evaluating a lecturer's teaching ability. The study utilized a quantitative research method to evaluate the teaching performance of lecturers and a qualitative research method to analyze the internal quality assurance system at Universitas Muhammadiyah Jakarta. This study intends to use ANFIS to analyze instructor performance and pinpoint opportunities for enhancement in the college's internal quality assurance system. The study's findings suggest that ANFIS is an appropriate method for categorizing lecturers' performance, with an accuracy rate of 0.5. The insights can help pinpoint areas for development and guide actions to enhance the quality of education offered by the college. The study highlights the importance of using sophisticated approaches such as ANFIS to achieve continuous improvement and quality assurance in higher education institutions.
Co-Authors A, Muhammad Tahir Abdjul, Nur Kurnia Agung Budi Santoso Agus Hermanto Agus Purwowidodo Akhmadi Akhmadi Al-Fikriah, Najwa Azkiatul Fadilah Anggraini, Fitria Anugrah, Dinda Rahmawati Anuli, Wadan Anuli, Wadan Y Ardianto Ardianto Asma, Andi Asrul Asrul Bagiana, Kadek Binol, Astria Cipta, Subhan Panji Darise, Gina Nurvina DEWI SARTIKA Egayani, Egayani Ekayanti, Ekayanti F, Yuvianti D Farhansyah, Muhammad Franyoto, Yuvianti Dwi Gonibala, Rukmina Halimatussa'diah, Halimatussa'diah Hanna Sundari Hilyatin, Nadia I Kadek Bagiana Ika Puspitaningrum Ilham, Abrari Ilhamsyah Indartini, Mintarti Juhana, Juhana Jusriadi Kadir Kadir Kalayo Hasibuan Kamil, Athiyyah Rosyadah Nurwidjaya Karim, Jamalia Kusumastuti, Frida Restu Rizki Lahabu, Nabila Nasria Ramdjani Lakari, Fitri Lamasese, Nur Ifnaita Lewar, Emanuel Suban Bala Lia Kusmita Lukita, Cahya Mabrur, M. Fadli Makalalag, Ditha Regita Mambang Mamonto, Cici Prishelia Mamonto, Suci Marliani Matawae, Muhammad Firmansyah Mayang Sari Mikrayanti, Mikrayanti Mokoagow, Deby Amalia Muchlis Muchlis Muhammad Zulfadhilah Mulyadin, Edi Murtalib, Murtalib Naparin, Husni Nikmah, Masfi'atun Nur Baeti, Nur Nur Fadli Utomo Nurnaningsih Nurnaningsih, Nurnaningsih Oktaviana Purnamasari Panudju, Andreas Tri R, Ungsari Rajak, Andri Ramadhan Tosepu Ramadhona, Cindy Lutvi Reksamunandar, Rhyan Prayuddy Rosmini Rosmini Sahibe, Nurhayati Sanusi, Fauji Saputera, Selamet Saputra, M. Wahyu Hadi Sari, Nursina Satriani Satriani Septian, Esa Setiawati, Maria Caecilia Nanny Sigit Setiawan Silviana, Dewi Siti Munisih Soendoro, Aries K. Sowanto, Sowanto Sri Endang Sri Haryanti Sri Wulandari Surani, Dewi Suryani, Emma Syaharani, Cinta Nadhifa Syapotro, Usman Tria Patrianti Trian Pamungkas Alamsyah, Trian Pamungkas Tungkagi, Calvina Izumi Putri Tusi, Juandri Seprianto Umi Marfuah Vanchapo, Antonius Rino Waladiri, Djuhria Wardhana, Dewi Wawo, Balbina Antonelda Marled Wildaniyati, Arini Wiyli Yustanti Wulandari Wulandari Yuanyuan Wang, Yuanyuan Zainal, Nur Fitriani Zou, Guijiao