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Journal : EdLib Journal (Education and Library Journal)

Analisis Prediktif Tren Pendidikan di Indonesia Menggunakan KNN Studi Kasus Data Pendidikan 2021-2023 Nasution, Mukhtada Billah; Akhiyar Waladi; Ulfa Khaira; Pradita Eko Prasetyo Utomo
Education Library Vol. 1 No. 2 (2025): Education and Library Journal
Publisher : UPT Perpustakaan Universitas Jambi

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Abstract

This research focuses on the importance of education in improving the competitiveness of the younger generation in Indonesia, especially in facing the challenges of globalization and the digital revolution. Education trends in Indonesia during the 2021-2023 period have been dominated by two main factors, namely digitalization and equal access to education. A data-driven approach is used to predict education trends in 2024, using the K-Nearest Neighbor (KNN) algorithm to analyze data from the Central Statistics Agency (BPS) regarding the percentage of the population aged 25 years and over who have at least a high school education, categorized by gender. The result of this research will predict the trend of education in each region in 2024 whether it is decreasing, stable, or increasing. Through data collection and literature study, this research identifies relevant patterns and presents statistically-based predictions that can serve as a reference for stakeholders in the development of education in Indonesia. The results of this study are also expected to provide insights for policymakers in formulating effective strategies to address the education gap and promote inclusive digitalization..
Co-Authors Abidin, Zainil Akhiyar Waladi Akhmad Fikri Rosyadi Amanda Iza Sofiani Anisa Bella Panjaitan Anna Febriane Angelica Arsa, Daniel Aryani, Reni Benedika Ferdian Hutabarat Bisma Aulia Bisma Aulia Cepi Ramdan Cepi Ramdan Christina Mutiara Ishak Desi Hartati Desi Musfiroh Devi Listiani Safitri Dewi Lestari Dinda Fatimah Sarah Edi Saputra Edi Saputra Eko Prasetyo Utomo, Pradita Elfira Elfira Elsha Aureal Shopia Fitri Dwi Lestari Ghaitsa Althafah Wandira Ghaitsa Althafah Wandira Guntoro Guntoro Guntoro Guntoro Haezrah Oktavini Hasanatul Iftitah Hasby Kuswanto Hidayat Hidayat Imelda Raudati Imelda Raudati Indra Weni Indryani Indryani Insyra Inayah Putri Jefri Marzal Krisman Pratama Simanjuntak Lailan Syaufina Lilian Putri Salsabila M. Rizky Ardiansyah Putra Mardhotillah, Bunga Mauladi Mauladi Mauladi Mauladi Muazzomi, Nyimas Muhammad Alfares Muhammad Rumii Firnanditya Muksin Alfalah Mustakim Mustakim Mutia Fadhila Putri Nabila Febrisa Anggraini Nasution, Afdal Aditya Nasution, Mukhtada Billah Nazwa Eka Hervy Nugroho Ardy Pramono Nyimas Azzahra Nur Saiyidah Nafisah Pebrianto, Dony Yusra Pikir Claudia Septiani Gulo Pradita Eko Prasetyo Putri Hazmawati Qodri, Muhammad Amin Ragil Johanda Reza Wahyu Hardian Rio Gilang, Divo Riyan Ardani Rizki Surya Amanda Rizqa Raaiqa Bintana Robertus Herodian Sitanggang Robi Purnomo Samratul Fuady Sitanggang, Imas S. Sulistiyo, Urip Syalsabylla Syalsabylla Syamsyida Rozi Tasia Maidi Saputri Tasia Maidi Saputri Taufik Hidayat Tesa Ananda Putri Tri Suratno Uswatul Hasni Utomo, Pradita Eko Prasetyo Wisard Widsli Kalengkongan Yolla Noverina Yosi Riduas Hais Yosika Dian Saputri Yuanita Clark Lestari Simbolon Yurinanda, Sherli