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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) dCartesian: Jurnal Matematika dan Aplikasi Jurnal Sistem Komputer Proceedings of KNASTIK TELKOMNIKA (Telecommunication Computing Electronics and Control) Jurnal Teknologi Informasi dan Ilmu Komputer Scientific Journal of Informatics International Journal of Artificial Intelligence Research INTENSIF: Jurnal Ilmiah Penelitian dan Penerapan Teknologi Sistem Informasi Jurnal Penelitian Pendidikan IPA (JPPIPA) CogITo Smart Journal INOVTEK Polbeng - Seri Informatika BAREKENG: Jurnal Ilmu Matematika dan Terapan JURNAL TEKNIK INFORMATIKA DAN SISTEM INFORMASI Sebatik Jurnal ULTIMA InfoSys MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Digital Zone: Jurnal Teknologi Informasi dan Komunikasi JURIKOM (Jurnal Riset Komputer) JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Aptisi Transactions on Technopreneurship (ATT) Building of Informatics, Technology and Science FINANCIAL : JURNAL AKUNTANSI Jurnal Mnemonic JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Sistem Komputer dan Informatika (JSON) Aiti: Jurnal Teknologi Informasi Journal of Management and Bussines (JOMB) Jurnal Teknik Informatika (JUTIF) Advance Sustainable Science, Engineering and Technology (ASSET) International Journal of Social Science Indexia J-SAKTI (Jurnal Sains Komputer dan Informatika) Jurnal Teknologi Sistem Informasi Jurnal Algoritma Malcom: Indonesian Journal of Machine Learning and Computer Science Jurnal Ilmiah Sains Magistrorum et Scholarium: Jurnal Pengabdian Masyarakat IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi Eduvest - Journal of Universal Studies Midang Jurnal INFOTEL Journal of Technology Informatics and Engineering Jurnal Pendidikan Teknologi Informasi (JUKANTI) Jurnal Indonesia : Manajemen Informatika dan Komunikasi Scientific Journal of Informatics CSRID Advance Sustainable Science, Engineering and Technology (ASSET) INOVTEK Polbeng - Seri Informatika Jurnal DIMASTIK Proceedings of The International Conference on Computer Science, Engineering, Social Sciences, and Multidisciplinary Studies
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FUN LEARNING WITH COMPUTER BAGI SISWA TK KRISTEN 1 SATYA WACANA SALATIGA Hermawan, Anton; Nataliani, Yessica; Dwi Purnomo, Hindriyanto; Christianto, Erwien; Setyanti, Angela Atik; Yulia, Hanita; Krismiyati, Krismiyati; Juliastomo Gundo, Adriyanto; Bayangkariwati Tacoh, Yuliana Tien; Wellem, Theophilus; Hendry, Hendry; Chandra, Dian W.
Midang Vol 3 No 3 (2025): Midang, Oktober 2025
Publisher : Unpad Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24198/midang.v3i3.63906

Abstract

ABSTRACT. The rapid development of information technology necessitates adjustments across various sectors, including education, particularly in early childhood education. Introducing technology at an early age is considered a strategic step in preparing children to face the challenges of the digital era. This community service program aimed to introduce technology, specifically computers, to kindergarten students. The program was in-person for students aged 4 to 5 years at TK Kristen 1 Satya Wacana, Salatiga. The training was conducted over multiple sessions, starting with an introduction to computer hardware, then developing mouse-handling skills, and engaging in interactive learning activities through educational games that addressed subjects like letters, numbers, geometric shapes, and different types of vehicles. Evaluation results revealed that the participants showed high enthusiasm throughout the sessions. The students also began to recognize computers as an alternative learning medium and other digital devices commonly used at home, such as smartphones and tablets. These findings suggest that a digital game-based learning approach can effectively enhance both students’ learning motivation and basic computer operation skills at an early age. Keywords: childhood education, computer training, education game, fun learning, gamebased learning.
Pendekatan Multi-Hirarki untuk Grading Sarang Burung Walet Berdasarkan Deteksi Bentuk dan Klasifikasi Warna: Multi-Hierarchical Machine Learning Approach for Edible Bird’s Nest Grading Based on Shape Detection and Color Classification Reinhard Alfaries Saemani; Danny Manongga; Hendry Hendry
MALCOM: Indonesian Journal of Machine Learning and Computer Science Vol. 6 No. 2 (2026): MALCOM April 2026
Publisher : Institut Riset dan Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57152/malcom.v6i2.2594

Abstract

Sarang burung walet (SBW) merupakan komoditas bernilai ekonomi tinggi yang grading-nya masih banyak dilakukan secara manual sehingga rentan terhadap subjektivitas dan inkonsistensi, khususnya pada penilaian bentuk dan warna. Penelitian ini bertujuan mengembangkan sistem grading SBW yang objektif dan konsisten pada tahap bahan mentah melalui pendekatan multi-hirarki berbasis machine learning. Sistem terdiri dari dua level: deteksi bentuk menggunakan YOLOv8 untuk mengklasifikasikan tiga kategori utama (mangkok, oval, segitiga), dan analisis warna pada area sarang hasil cropping melalui segmentasi HSV lalu klasifikasi di ruang warna CIELAB. Model dilatih menggunakan 840 citra (3360 objek) dan diuji pada 120 citra (480 objek), dengan evaluasi performa deteksi dan klasifikasi secara kuantitatif. Hasil eksperimen menunjukkan YOLOv8 mencapai mAP@0,5 sebesar 99,5% dengan presisi dan recall sangat tinggi pada semua kelas bentuk, sedangkan analisis warna menghasilkan distribusi kuantitatif warna putih, kuning, dan kuning sekali tanpa tumpang tindih antar kelas. Pendekatan ini mengintegrasikan deteksi bentuk real-time berbasis YOLOv8 dengan klasifikasi warna perceptually uniform CIELAB, menghasilkan sistem grading SBW yang akurat, konsisten, dan aplikatif di industri, sekaligus menghadirkan metode terintegrasi yang lebih komprehensif dibandingkan penelitian sebelumnya yang hanya menekankan salah satu aspek, bentuk atau warna.
Co-Authors Ade Iriani Adenia Kusuma Dayanthi Adhe Ronny Julians Adriyanto Juliastomo Gundo Agista Nindy Yuliarina Aldi Lasso Antar Eli Gulo Anton Hermawan Anton Hermawan Anugerah Widi April Lia Hananto Aris Tri Joko Harjanto Atik Setyanti, Angela Aviv Yuniar Rahman Baihaqi, Kiki Ahmad Bayangkariwati Tacoh, Yuliana Tien Benedictus Lanang Ido Hernanto Chandra, Dian W. Christine Dewi Dahnil Anzar Simanjuntak Daniel D. Kameo Danny Manongga Darmawan Utomo Darwin Lie Dewasasmita, Elsha Yuandini Dewi Puspitasari Efandri Agustian Eko Sediyono eric secada purba Erick Alfons Lisangan Erits Talapessy Erwien Christianto Ester Caroline Dwi Wijaya Wijaya Faisal Hakim Amrullah Fauzi Ahmad Muda Franly Salmon Pattiiha Fredryc Joshua Pa'o Fredryc Joshua Pa'o Giarti, Giarti Gunawan, Ricardho Handoko, Andrew C Hanita Yulia Hendra Waskita Herdin Yohnes Madawara Hindriyanto Dwi Purnomo Huda, Baenil Hutapea, Jonathan Herman Ibrahim Ibrahim Irwan Sembiring Ismael Ismael Ivan Sukma Hanindria Ivanna K. Timotius Iwan Setiawan Iwan Setyawan Jessica Margaret Br Sembiring Johan Johan Joko Siswanto Joseph Teguh Santoso Julians, Adhe Ronny Juliastomo Gundo, Adriyanto Kesumawati, Ramadini Kevin Fransisco Kevin Fransisco Kho, Delvian Christoper Krismiyati Kristoko Dwi Hartomo Kurniawan Teguh Martono Leni Marlina Lidia Gayatri Madawara, Herdin Yohnes Mado, Priscianus Mikael Kia Magda Kitty Hartono Mahulete, Ebenhaezer Yohanes Abdeel Margaretha Intan Pratiwi Hant Martaliana Putri Agustina Merryana Lestari Michael Chandra Muhammad Rizky Pribadi Muhammad Sholikin Nadia Sofie Soraya Nalbraint Wattimena Nansy Stephanie Mongi Nugraha, Febrina Tesalonika Panja, Eben Paryono, Tukino Pratama Siregar, Hari Nanda Pratama, Arya Damar Purnomo, Hendryanto Dwi Ramos Somya Ravensca Matatula Ravensca Matatula Reinhard Alfaries Saemani Richard V. Llewelyn Robertus Bagaskara Radite Putra Rostina, Cut Fitri Rung Ching Chen Santoso, Joseph Teguh Saputri, Adelliya Dewi Septhiani, Angeline Setyanti, Angela Atik Shallom, Karsten Jonatthan Suharyadi Suherman, Suherman Sutarto Wijono Suvirocana Suvirocana Syefudin Syefudin Teddy Marcus Zakaria Thea Thiranadya Mardita Bulamey Theophilus Wellem Theopillus J. H. Wellem Titin Restiani Mendrofa Tukino, Tukino Uly, Novem Untung Rahardja Wahyuningsih, Novia Wibowo, Kurniawan Indra Winny purbaratri Winsy C.D Weku Yessica Nataliani