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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 Adnan Adnan 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 Dia Novita Sari Dian Novita Dian Novita Dian Novita Sari Edi Susilo Eko Fransiko Eko Fransiko Eko Risdianto Eko Risdianto Eko Sumartono, Eko Ellananggar Agustian Engga Jalaludin Eny Rolenti Togatorop Eny Rolenti Togatorop Eny Rolenti Togatorop Eny Rolenti Togatorop Eny Rolenty Togatorop Eny Togatorop Erli Zainal Ermatita - Fadillah Sari Faisal Danu Tuheteru Gusni Rahmarianti Harmiati Harmiati Haryuni Herlinda Hernowo Novi Yanto HERU PURNAWAN Hesti Pujiwati Hety Novitasari Hety Novitasari Husna Husna Iin Nilawati Indra Warman Indra Warman Indra Warman Indra Warman Indra Warman Indrawati Saleh Janusi Waliamin Joko Purnomo Kusen Kusen Kusen Kusen M, Mujiono M. Arzandy Marsal Mardia Apriani Mariana Zainun Maya Melati Miranda Hadiyanti Hadijah Mohamad Rafi Mulyadi Mulyadi Novi Lasmada Sari Novi Lasmadasari Novita Hamron Novita Hamron Nur Aini Oktamalia Oktamalia Oktamalia Puspita, Veny Putra Akhir, Ade Fitrah Rahadian Harry Dewanto Rahiman Dani Regi Fernandez Reko Apriantonedi Rifda Naufalin Rina Susianti Rini Suryani Risnita Tri Utami Rita, Wismalinda Riza Komala Sari Rizky Septika Utami Salamun Salamun Sandra Arifin Aziz Sijebir Sijebir Siti Hanila Sri Narti Sukemi Sukemi Supriyono, Supriyono Susi Handayani Tatik Raisawati Tatik Raisawati Tatik Raisawati Triana Setyawardani Wismalinda Rita Wiwin Rahmawati Nurdin Yelin Sagita Yudistio Dwi Putra Yully Hospy Zaidina Angkasa Zul Fadli