p-Index From 2020 - 2025
9.666
P-Index
This Author published in this journals
All Journal E-JOURNAL MANAJEMEN FE UNTAD Language Circle : Journal of Language and Literature Biosfer: Jurnal Tadris Biologi Hunafa: Jurnal Studia Islamika Teknosains: Media Informasi Sains dan Teknologi Agrivet SAMUDERA Bioedukasi: Jurnal Pendidikan Biologi Jurnal Matematika dan Statistika serta Aplikasinya (Jurnal MSA) IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature Economic Education Analysis Journal Jurnal Penelitian Pertanian Terapan Wacana Akademika : Majalah Ilmiah Kependidikan BAREKENG: Jurnal Ilmu Matematika dan Terapan Indonesian Journal of Obstetrics and Gynecology (Majalah Obstetri dan Ginekologi Indonesia) Jurnal Agrotek Tropika JURNAL PENDIDIKAN TAMBUSAI Jurnal Basicedu JKM (Jurnal Kebidanan Malahayati) Acintya Jurnal Equity Jurnal Pendidikan Bahasa dan Sastra Indonesia Jurnal Justitia : Jurnal Ilmu Hukum dan Humaniora Jurnal Sastra Indonesia Andalas obstetrics and gynecology journal Jurnal Pengabdian Masyarakat Bumi Raflesia Elsya : Journal of English Language Studies Jurnal Ilmiah Akuntansi Kesatuan Abdimasku : Jurnal Pengabdian Masyarakat Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Sains Agro Jurnal Agrotropika Jurnal Surya Teknika Lingua Rima: Jurnal Pendidikan Bahasa dan Sastra Indonesia Jurnal Pengabdian kepada Masyarakat Nusantara Nusantara Hasana Journal Jurnal Media Informatika Share: Jurnal Ekonomi dan Keuangan Islam Jurnal Minfo Polgan (JMP) Journal of Ocean, Mechanical and Aerospace -science and engineering- (JOMAse) JUNIF: Jurnal Nasional Informatika BAHTRA: Jurnal Pendidikan Bahasan dan Sastra Jurnal Agricultural Biosystem Engineering Jurnal Atma Inovasia International Journal of Contemporary Islamic Law and Society Jurnal Basicedu SAINSTEK Studies in English Language and Education Al-Irsyad: Journal of Education Science Klinik: Jurnal Ilmiah Kedokteran dan Kesehatan Experimental Student Experiences E-JRM Innovative: Journal Of Social Science Research JIM: Jurnal Ilmiah Mahasiswa Pendidikan Sejarah Journal of Social and Humanities Socio-Economic and Humanistic Aspects for Township and Industry Economy and Finance Enthusiastic Jurnal Teknologi Pendidikan Pijar : Jurnal Penelitian Bidang Pendidikan dan Pembelajaran Jurnal Biologi Jurnal Ilmu Komunikasi dan Sosial Politik Accounting Studies and Tax Journal Jurnal Pembelajaran dan Ilmu Pendidikan AL - KAFF: JURNAL SOSIAL HUMANIORA Jurnal Pembelajaran dan Riset Pendidikan Jurnal Integrasi Manajemen Pendidikan Journal of Islamic Economics and Finance Equity Journal of Community Service: In Economic, Business, and Islamic Finance Jurnal Pendidikan dan Sosial Humaniora
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : BAREKENG: Jurnal Ilmu Matematika dan Terapan

CLUSTERING OF STATE UNIVERSITIES IN INDONESIA BASED ON PRODUCTIVITY OF SCIENTIFIC PUBLICATIONS USING K-MEANS AND K-MEDOIDS Ermawati, Ermawati; Sriliana, Idhia; Sriningsih, Riry
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 17 No 3 (2023): BAREKENG: Journal of Mathematics and Its Applications
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol17iss3pp1617-1630

Abstract

Scientific publication is a measure of the performance of a university. Universities that are owned and operated by the government and whose establishment is carried out by the President of Republic Indonesia are state universities (PTN). One of the efforts that can be made to determine the quantity and quality of state university scientific publications is to conduct PTN clustering based on the productivity of scientific publications. This clustering aims to see the position of state universities in Indonesia into 3 categories, namely “high”, “medium”, and “low”. One of the clustering methods that can be used is cluster analysis. The cluster analysis used in this study is k-means and k-medoids with Silhoutte's validity. Based on the results of the analysis, it was found that the Silhouette k-means value (0.8018) was higher than the Silhouette k-medoids value (0.7281). Therefore, in this case, it can be concluded that the k-means method is better than the k-medoids. The results of cluster analysis using K-Means are 1) PTN with high productivity of scientific publications, namely ITB, ITS, UGM, and UI. The four PTNs are PTN as Legal Entity (PTN-BH) located in Java, 2) PTN with medium scientific publication productivity consists of 16 PTN which were dominated by PTN-BH and PTN as Public Service Board (PTN-BLU) with the largest location in Java, and 3) PTN with low scientific publication productivity consisted of 102 PTN which were dominated by PTN as general state financial management (PTN-Satker) with most locations outside Java.
Co-Authors , Agustiansyah Afianto, Yusup Assyfa Afri Rona Diyanti Agustiyansyah, Agustiyansyah Ahmad Haekal Ahmed Sardi Ahmed Sardi Alexander Kalb Alfin Faujie, Indy Ali Usman, Ali Ali, Muhamad Mukti Alkodri, Fahmi Amelia, Desi Rizki Ananda, Anisa Zidni Andi Ria Metasari Angelita, Maya ansori ansori Apriana, Maulidya Apriliana, Ikmal Apriyani, Nur Endah Dwi Arifin Arifin Arya, Engla Harda Asep Purwo Yudi Utomo Aslan Sari Thesiwati Athallah Pramana, Evandra Augustine Ayuba Ayu Nabila, Tetri Azwan Azwan Bachmid, Sofyan Bachtiar, Hambali Basalamah, Rizqah Bastomi, Mohamad Bobby I Utama, Bobby I Budi I Santoso, Budi I Chairuddin, Ilham Christiyanto, Laurensius Erdin Daan Khambri Damanik, Justin Gamaliel Daniel Daniel Dede Arseyani Pratamasyari Defitriani Desy Rufaidah, Desy Dety Mulyanti Die Bhakti Wardoyo Putro Dimas Ageng Prayogo Diyanti, Afri Rona Diyanti, Afrirona Djoko Widodo Dwi Yulian Prakoso, Riyan Eko Pramono Eni Indriani Erna Budhiarti Nababan Ertandri, Yodi Ervina Ervina Fadhli Palaha Fadhli Syamsudin Fatimawali . Gani Jumaat Girsang, Rehulina Gunawan, Beny Hadi Mahmudi Hafni Bachtiar Haikal Azzahran, Muammar Hamdana, Hamdana Harda Arya, Engla HARJA, HARLINA Herman Mawengkang Heryanto, Wahyu Huda, Ikbal Saeful Husain, Saddam I Gde Andhika Putra Idhia Sriliana Iman Waskito Insani, Ardhaleva Nurul Isnawati Isnawati Ivan Suaidi Jamrizal, Jamrizal Junizaf Junizaf Karyono Karyono Khatamy, Azizah Azmi Khoirul Aswar Khotamir Rusli, Radif Kirana, Stephani Nindya Komarayanti, Sawitri Kurniati, Ayu Kurniawaty, Dwi Kusuma Hakim, Dimara Kusuma, Arvi Yuniar Latumahina, Bill Samuel Leonard K. Cheng Lindawati Lindawati Lukman Hakim Lulu jumkhairatul M. Ali Fikri M. Jen Ismail M. Syahran Jailani Machdalena, Machdalena Madani Maharmi, Benriwati Mahnia, Susi Putri Maimun Barmawi Malik, Rahadian Marselina, Resya Dwi Masruddin Maulinda, Regita Metasari, Andi Ria Milda Ernita Mohammad Djamil M Nur Mohammad Rizal, Mohammad Muhammad Fajaruddin, Muhammad Muhammad Hamka Muhammad Nurdin Muliani Muliani, Muliani Mulyono, Romi Kurniawan Agni Munir, Jamilah Munti Sarida Musdalifah Musdalifah Nabila Utami, Niki Nanang Bagus Subekti Niar Nurmauli, Niar Nisrina, Anisha Luthfi Noval Noval Nugrahanto, Cornelius Septian Nur Wakhidah, Esti Nurchalis, Nur Fadillah Nurmawan, Mardatungga Nursabra, Nursabra Nurwanita Nurwanita Nuryani, Dina Dewi Nyimas Sa`diyah, Nyimas Oktavia, Rahma Pakawaru, Irham Pataran, Pataran Perawati Perawati, Perawati Pernanda Lubis, Perdi Pratiwi, Intan Indah Dw Rahayu Rahayu Raheni Suhita Ratnawati Ratnawati Raya Rahmawati Ruhiat Riry Sriningsih Rivaldo, Andrean Ronal Aprianto Rosalina, Rita Rusdiansyah Rusdiansyah sari sakinah Seri, Herman Shodiq, Muhammad Ja'far Siti Aisyah Siti Rochmiyati Siti Sriningsih Sofiarini, Andriana Sri Purwaningsih Sri Wahyuni Sriwidyastuti, Sriwidyastuti Sugarto, Sugarto Sukatin, Sukatin Sumarni , Sumarni Sumarni Sumarni Sunadi, Sunadi Suprianto Suprianto Surahman Hakim Susilawati, Susilawati Syahruddin Syahruddin Syam, Andi Tenrisanna Taek, Emanuel Mau Taufik Zulfikar Tazkia, Fakhara Tibor Eka Saputra, Tibor Eka Tri Maryono Triharyati, Eri Utama, Bobby Indra Valen, Andri Wahidah Alwi Widiastiani, Nindry Sulistya Widodo Haryoko Wijianto Wijianto Wira Utami, Vida Yasir Yasir Yayuk Nurmiaty Yosmardi, Harpen Yudi Kristanto Yuli Yantina Yuliana, Nanda Zahanis Zahanis Zainal Abidin