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Journal : EDUMATIC: Jurnal Pendidikan Informatika

Community Detection in Scientific Collaboration Networks using the Louvain Method Octariana, Ghina Briliana Fatin; Wijayanto, Heri; Putra, I Gede Darmawan Adi Pratama
Jurnal Pendidikan Informatika (EDUMATIC) Vol 9 No 2 (2025): Edumatic: Jurnal Pendidikan Informatika
Publisher : Universitas Hamzanwadi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29408/edumatic.v9i2.30441

Abstract

This research aims to identify the collaboration of authors in scientific publication networks, which is increasingly important due to the rapid growth of research output using the Louvain method. Understanding the structure of collaboration can help reveal the formation of research communities and the key actors within them. To achieve this, we use three centrality metrics, each of which has a function to help understand collaboration between authors. Authors with ID P107 in degree centrality, authors with ID 177 in betweenness centrality and authors with ID P174 closeness centrality. In applying the Louvain method, the results show a fairly high modularity score of 0.7689, which indicates optimal separation between clusters. This finding shows that although Louvain is quite efficient in separating communities.
Co-Authors Adi Santoso Afwani, Royana Agitha, Nadiyasari Ahmad Zafrullah Mardiansyah Aiyah Alip Sugianto Aliyah Aliyah Andara, Melki Jonathan Ardi, Komala Khairani Ari Hernawan Arief Sulistiyono Ashrisnaini, Yudhia Azmi, Muhamad Nizam Baiq Rohiyatun Budiman Wijaya Deni Saputra Dewi Intan Kurnia Eka Dwi Nurcahya, Eka Dwi Ellysabeth Usmiatiningsih Fadlurrahman, Firgi Febriyansyah, Benny Fitriani Fitriani Garnika, Eneng Gilang, Aditia Hardyansah, Fitrah I B K Widiartha Ida Bagus K Widiartha Irma Putri Rahayu Jatmika, Andy Hidayat Jatmika, Andy Hidayat Khairani Ardi, Komala Kurrotaa'yun, Baiq Dwi Zulianti Kuska, Dila Ayu Ramanda Latifah, Nur Izza Ma'we, Hannatul Maharani, Sisilia Nabilla Mahendra Putra Raharja Mardiansyah, Ahmad Zafrullah Moh. Ali Wisudawan Prakara Moh. Ali Wisudawan Prakarsa S Muh. Ibnan Syarif, Muh. Ibnan Muhammad Ari Rifqi Munaji, Munaji Murpratiwi, Santi Ika Nabilla Maharani, Sisilia Noor Alamsyah Octariana, Ghina Briliana Fatin Praseba, Diki Putra, Ahmad Fatoni Dwi Putra, I Gede Darmawan Adi Pratama Rahaman, Mosiur Rahman, Pradita Dwi Rayani, Dewi Reyhan Adiba, Rahmat Rhesma Intan Vidyastari Rian Maulidani, Ahmad Riyanto, Didik Rohmayani, Laeli Rosika, Herliana Saputra, Asep Rokhyadi Permana Satria Utama, Satria Sideman, Ida SRI ANGGRAINI Sunarto Sunarto Suparjo Tajul Ma’arif, Muh Tulus Haryono, Tulus Utami, Wiwid Wedashwara Wirawan, I Gede Putu Wirarama Wedashwara, Wirarama Wesdawara, Wirarama Widia Lingga, Elza Widya Oktary Setiawardhani Widyani, Aprilian Widyani, Aprillian Wiraguna, Diky Wirawan, I Gde Putu Wirarama Wedashwara Wulandari, Fidyah Ajeng Zahra, Dinda Zubaidi, Ariyan