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All Journal Primary: Jurnal Pendidikan Guru Sekolah Dasar Irfani Jurnal CARE TARBAWI: Jurnal Pendidikan Agama Islam WANUA : Jurnal Hubungan Internasional Risâlah, Jurnal Pendidikan dan Studi Islam al-Afkar, Journal For Islamic Studies Jurnal PAJAR (Pendidikan dan Pengajaran) Jurnal At-Tibyan: Jurnal Ilmu Alqur’an dan Tafsir Pendas : Jurnah Ilmiah Pendidikan Dasar Santhet: (Jurnal Sejarah, Pendidikan Dan Humaniora) An Naba Jurnal Pemikiran dan Penelitian Pendidikan Islam Jurnal Teknik Informatika (JUTIF) Al asma : Journal of Islamic Education Alauddin Journal of Mathematics Education (AJME) Didaktika: Jurnal Kependidikan Al-Mujahidah : Jurnal Pendidikan Guru Madrasah Ibtidaiyah Poros Onim ECIE JOURNAL Jurnal Pengabdian Kepada Masyarakat Patikala Arus Jurnal Pendidikan Indonesian Journal of Innovation Studies Jurnal Ilmu Pendidikan Dasar Indonesia Komunika: Jurnal Dakwah dan Komunikasi Al-MIKRAJ: Jurnal studi Islam dan Humaniora QOF: Jurnal Studi Al-Qur'an dan Tafsir ISTIQRA: JURNAL HASIL PENELITIAN Jurnal Pendidikan Dasar PEKERTI Journal Pendidikan Agama Islam & Budi Pekerti Primer Edukasi Journal Jurnal Khasanah Pendidikan AL ISNAD: Journal of Indonesian Hadith Studies Jurnal Guru Pencerah Semesta (JGPS) Jurnal Konseling Pendidikan Islam MULTIPLE: Journal of Global and Multidisciplinary Multidisciplinary Indonesian Center Journal Masyarakat: Jurnal Pengabdian Journal of Hadith Studies Menulis: Jurnal Penelitian Nusantara An Najah (Jurnal Pendidikan Islam dan Sosial Keagamaan) JREP Early Childhood Islamic Education Journal Jurnal Pengabdian Indonesia Maulana Atsani: Jurnal Pendidikan Multidisipliner Pedagogical Education and Review of Linguistics
Munirah
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Religion Arts Humanities Computer Science & IT Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Social Sciences Other

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Journal : Jurnal Teknik Informatika (JUTIF)

 1 
K-ALLY BASED DYNAMIC FUZZY CLUSTERING FOR GEOPOLITICAL ALLIANCE ANALYSIS: A CASE STUDY INSPIRED BY THE RUSSIAN-UKRAINIAN CONFLICT Munirah; Alwi, Aslan; Sudarno; Triyanto, Andy
Jurnal Teknik Informatika (Jutif) Vol. 6 No. 1 (2025): JUTIF Volume 6, Number 1, February 2025
Publisher : Informatika, Universitas Jenderal Soedirman

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52436/1.jutif.2025.6.1.907

Abstract

Geopolitical alliances are often based on a combination of factors such as geographic proximity, military strength, and strategic interests. In this research, we introduce the K-Ally algorithm based on Dynamic Fuzzy Clustering to dynamically analyze alliance patterns between countries. Using fuzzy logic and adaptive thresholds, this algorithm evaluates the potential benefits of alliances based on key attributes, such as geographic distance and power differences. This study is inspired by the allied dynamics that emerged in the Russian-Ukrainian war, where changes in strategy and international relations were key to the continuation of the conflict. The paper also compare this algorithm with the K-Means method commonly used in geopolitical data analysis. Experimental results show that K-Ally based on Dynamic Fuzzy Clustering is able to capture alliance dynamics better than K-Means, especially in conditions of uncertainty or attribute imbalance between countries. This research contributes to the development of new analytical tools for the study of geopolitics and international conflict.
Co-Authors A. Sriyanti, A. Abdan Syakur, Abdan Afifah, Natasya Gita Agusti Sukma Wati Aini, Kurrata Akhmad Dasuki Akhmad Supriadi Akhmad Supriadi, Akhmad Aliem Bahri, Aliem Amalia Andi Ika Prasasti Abrar, Andi Ika Prasasti Andi Maulana, Andi Andi Nabilah Ridwan Anin Asnidar Ardi Aris, Nurwahidah Asfiati Aslan Alwi, Aslan Asmawani, Nur Syakiah Astuti, Asmina Aulia, Ananda Badarulzaman, Muhammad Hafiz Bahar, Miftahul Jannah Aprilia Baihaki basra, Basrawati Binsamaae, Suhaila Desy Ayu Andhira Dewi Murni DEWI SARTIKA Dhini T. Burahima Dita Zhazha Paramitha Eka Apristian Pantu Erwin Akib FAUSIAH, FAUSIAH Fitrianti Fitrianti, Fitrianti Hafsah Amiran Mangga Hamka Hana, Rima Rayhana Haseng, Nadia Haslinda Hasmalia Hestiaty Hikmatu Ruwaida Ibnu Rawandhy N. Hula Ihyauddin Jazimi Ilmiah, Wa Ode Zuhroh Imamah, Waode Andi Nurul Indriani Irma, Irmawati Ismail, Wahyuni Jannah, Rauzatul Jazimi, Ihyauddin Johan Tanaya Jufri , St. Harnita Juhairiah Jumiati, Eti Karmila Iskandar Kasidi Khadijah Razak, Nur Khaeratih, Mufliha Kristina Everentia Ngasu Kundji, Raihan Kurnia, Musliho Citra Laksari , Ega Lasulika, Anita Lihawa, Liyanti Lihawa, Sindi S. Majid, Ahmad Farham Mobonggi, Arten H. Muh Akbar Muhammad Saiful Khair Muhammad Syahrul Ramadhan Yusuf Muhardi Muhlis, Luthfiyah Zulfa nabilastiq6b Nangsi Sari Noho Nor Faridatunnisa Nur Asia Nur Asikin Nurbela Nurwahidah Pelu, Siti Runi Prasetya, Kiftian Hady Prita Indriawati, Prita Putri, Amaliya Qolby, Nurul Rafi’i Rakhmawati Ramlan, Dwi Putri Windisari Rasky RATNAWATI Rezky Andiny Riana Ramadani Rinaldi Datunsolang Risnawati Romba, Sri Sufliati Rosmini Sabrina Najib Mohamad Safri Saputra Salam Saprin Seubelan, Sartiny Siti Suwadah Rimang Siti Suwadah Rimang, Siti Suwadah Sitriah Salim Utina Sitti Rahmawati Talango Sri Windy Sari Sudarno Sufiati Suharti Suherman, La Ode Achmad Sulfasyah Susi Susanti Suwardiman Syahruddin Syamsuddin Syekh Adiwijaya Latief T, M. Yusuf Tarman Tarman A. Arif Triyanto, Andy Ulfa Ulfiani Rahman Usman Utami, Kasrini Pujining Vita Sari Mamonto Wahid Bintang Pamungkas, Abd. Widi Lestari, Wahyuni Wiranto Wiwik Pratiwi Yuliany, Nur Yumita Yunus, Siti Fathin Faizah Yunus Zamziba, Muhammad Nur Farhan Zohrawati Hiola Zukhraeni