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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 Afif, Muhammad Dzihnin Afwani, Royana Agitha, Nadiyasari Agus, I Made Agus Tresna Agustina Dwi Wijayanti Ahmad Musnansyah Ahmad Zafrullah Mardiansyah Aiyah Alfalah*, Muhammad Fathi Alfalah, Muhammad Fathi Alip Sugianto Alip Sugianto, Alip Aliyah Aliyah Ardi, Komala Khairani Ari Hernawan Arief Sulistiyono Arifianto, Dinar Ashrisnaini, Yudhia Baiq Rohiyatun Bimantari, Joselina Rizki Budi Irmawati Budiman Wijaya Budimansyah, Alif Laksana Cahya Damarjati Chamidah, Siti Chen, Hsing-Chung Chen, Yeong-Chin Deni Saputra Dewi Intan Kurnia Djuwitaningsih, Ekapti Wahjuni Eka Dwi Nurcahya, Eka Dwi Ellysabeth Usmiatiningsih Fadillah, Syifa Fadlurrahman, Firgi Febriyansyah, Benny Fitriani Fitriani Futaqi, Faruq Ahmad Garnika, Eneng Gilang, Aditia Hadi Sumarsono Haeni Budiati Hardyansah, Fitrah Huwae, Raphael Bianco I B K Widiartha I Gede Pasek Suta Wijaya I Wayan Agus Arimbawa, I Wayan Agus 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 Luthfiyyah Az Zahro Ma'we, Hannatul Maharani, Sisilia Nabilla Mahendra Putra Raharja Mardiansyah, Ahmad Zafrullah Maulana, Mochamad Rafli 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 Naning Kristiyana, Naning Nanto, Abdian Desri Noor Alamsyah Octariana, Ghina Briliana Fatin Praseba, Diki Purnomo, Rochmat Aldy Putra, I Gede Darmawan Adi Pratama Putra, Lalu Muhammad Reza Suganda Rachmadia, Rizki Rahman, Pradita Dwi Ramadhani, Rizky Insania Rayani, Dewi Reyhan Adiba, Rahmat Rhesma Intan Vidyastari Rian Maulidani, Ahmad Riyanto, Didik Rizky, Dimas Maulana Rohmayani, Laeli Rosika, Herliana Saputra, Asep Rokhyadi Permana Saputri, Meilan Yulia Setyo Budhi Sideman, Ida SRI ANGGRAINI Sri Hartono, Sri Sritrisniawati, Shella Elly Sunarto Sunarto Sunneng Sandino Berutu Suparjo Tajul Ma’arif, Muh Toha Ardi Nugraha Trinanda Putra, Karisma Tulus Haryono, Tulus Utami, Wiwid Vandha Pradwiyasma Widartha Wedashwara, I Gede Putu Wirarama Wedashwara, Wirarama Wesdawara, Wirarama Widanta, I Putu Widia Lingga, Elza Widodo, Agung Mulyo Widowati Siswomihardjo Widya Oktary Setiawardhani Widyani, Aprilian Widyani, Aprillian Wijaya, Budiman Wirarama Wedashwara Wirawan, I Gde Putu Wirarama Wedashwara Wisnujati, Andika Witarsana, I Nengah Dwi Putra Zahra, Dinda Zahrani, Nurul Qalbi Zubaidi, Ariyan Zulfah Hasanah