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Parwito
Departement Of Agrotechnology, Faculty Of Agriculture, Universitas Ratu Samban, Bengkulu
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Journal : Journal of Information Systems and Informatics

 1 
Implementation of Fuzzy C-Means and Topsis in College Rankings Joko Purnomo; Sukemi Sukemi; Parwito Parwito; Ermatita Ermatita
Journal of Information System and Informatics Vol 4 No 4 (2022): Journal of Information Systems and Informatics
Publisher : Universitas Bina Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51519/journalisi.v4i4.409

Abstract

Prior to now, the ranking of higher education institutions, particularly those at the Regional II Palembang Higher Education Service Institution, was based on one component of the work unit's criteria. This makes the university ranking results superior on one criterion but inferior on another. The number of instructors and the number of students at 100 universities in the South Sumatra region were split into two groups based on the outcome of the fuzzy c means algorithm grouping and regional criteria and calculated based on the resulting mean value. The grouping results using a topsis algorithm decision-making system with a weight determined by the number of lecturers with functional positions, college accreditation, number of certified lecturers, and percentage level of higher education database reports are used as a reference to rank universities. Based on the mean value of the fuzzy c means algorithm and the grouping results, seven colleges were chosen. Using the topsis method's way of making decisions, the final score for the highest-ranked college is 0.850.
Co-Authors Adji Prahmana Putra Agus Triyogo Albasri Albasri Alexsander, Alexsander Andreani Andreani Kinata Andreani Kinata Andreani Kinata Andreani Kinata Andreani Kinata Aprianty, Henny Asrianti Arif Bakat Seno Pratomo Bambang Wijaya Kesuma Bobby Mandala Putra Deky Akbar Dia Novita Sari Dia Novita Sari Dia Novita Sari Dia Novita Sari Dian Novita Dian Novita Edi Susilo Eko Risdianto Eko Sumartono, Eko Ellananggar Agustian Engga Jalaludin Eny Rolenti Togatorop Eny Rolenti Togatorop Eny Rolenti Togatorop Eny Rolenty Togatorop Eny Togatorop Erli Zainal Ermatita - Fadillah Sari Faisal Danu Tuheteru Gusni Rahmarianti Hamdan Hamdan Harmiati Harmiati Herlinda Hernowo Novi Yanto HERU PURNAWAN Hesti Pujiwati Hety Novitasari Hety Novitasari Husna Husna Iin Nilawati Indra Warman Indra Warman Indra Warman Indra Warman Indrawati Saleh Intan Mutia Janusi Waliamin Joko Purnomo Kusen Kusen M, Mujiono Mariana Zainun Maya Melati Miranda Hadiyanti Hadijah Moh.Hafiz Albaridi Mohamad Rafi Muhammad Thoriqul Khoir Mulyadi Mulyadi Noval Miftahul Ihsan Novi Lasmada Sari Novi Lasmadasari Novita Hamron Novita Hamron Nur Aini Oktamalia Oktamalia Oktamalia Popy Siska Putri Puspita, Veny Putra Akhir, Ade Fitrah Rahadian Harry Dewanto Rahiman Dani Rifda Naufalin Rina Susianti Risnita Tri Utami Rita, Wismalinda Riza Komala Sari Salamun Salamun Sandra Arifin Aziz Sari Widyaningsih Sijebir Sijebir Siti Hanila Sri Narti Sukemi Sukemi Supriyono, Supriyono Susi Handayani Syafitasari, Juanda Tatik Raisawati Tatik Raisawati Tatik Raisawati Triana Setyawardani Wiwin Rahmawati Nurdin Yudistio Dwi Putra Yully Hospy Zaidina Angkasa Zul Fadli