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Menampilkan 1–10 dari 85 artikel
Android Malware Detection Using Machine Learning with SMOTE-Tomek Data Balancing
Masari, Maryam Sufiyanu
; Danladi, Maiauduga Abdullahi
; Onyinye, Ilori Loretta
; Tohomdet, Loreta Katok
Journal of Computing Theories and Applications
Vol 3
, No 3
(2026)
This study presents a comprehensive comparative analysis of four traditional machine learning algorithms Decision Tree, Random Forest, K-Nearest Neighbors, and Support Vector Machine for Android malware detection using the preprocessed TUANDROMD dataset comprising 4,465 instances and 241 features representing both static and dynamic application characteristics. Motivated by the limitations of conventional signature-based and hybrid detection methods, especially in managing imbalanced datasets an...
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INOVASI GINGERBREAD BERBAHAN DASAR KENTANG DENGAN PERLAKUAN YANG BERBEDA
Avelia, Variska
; Anggarini, Dola Mareta
; Nurazizah, Desi
; Maolana, Fedo Alta
; Annajah, Abdillah Fathan Generus
; Muflihati, Iffah
; Affandi, Arief Rakhman
Jurnal Agrifoodtech
Vol 4
, No 2
(2026)
Gingerbread merupakan kue kering yang terbuat dengan bahan dasar tepung terigu dengan campuran jahe dan bubuk kayu manis. Ketergantungan penggunaan tepung terigu pada pembuatan produk pangan sampai saat ini masih sangat tinggi, salah satu upaya untuk mengurangi penggunaan tepung terigu adalah dengan memanfaatkan tepung kentang sebagai pengganti tepung terigu. Jahe memiliki beragam jenis dan karakteristik yang berbeda, penggunaan jahe yang biasanya yang digunakan dalam pembuatan gingerbread yang...
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Analisis Sentimen X: Kegagalan Timnas ke Piala Dunia 2026 dengan Naive Bayes
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2026)
The performance of the Indonesian National Team (Timnas) in the 2026 World Cup qualifications has triggered massive and diverse responses on social media, particularly on platform X. This study aims to identify and classify public sentiment regarding Timnas Indonesia's performance into positive, negative, and neutral categories using a data mining approach. Text data was processed through pre-processing stages, term weighting using TF-IDF, and the application of the Synthetic Minority Over-sampl...
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Klasifikasi Huruf Hijaiyah Berbasis Citra Digital Menggunakan Metode Convolutional Neural Network (CNN)
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
Hijaiyah letters have varying shapes, and some of them are very similar, often causing errors in the manual character recognition process. This study aims to classify Hijaiyah letters based on digital images using the Convolutional Neural Network (CNN) method. This method was used in this study with a dataset consisting of 28 letter classes and a total of 4,480 images obtained from various public sources and private data. All images underwent a preprocessing stage that included labeling, resizin...
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Klasifikasi Jenis Sampah Organik Dan Anorganik Menggunakan Convutional Neural Network Berbasis Citra Digital
Jurnal Elektronika dan Komputer
Vol 18
, No 2
(2025)
Waste has become a serious environmental problem in Indonesia, which continues to increase along with population growth. The issue of waste management poses serious challenges for the environment, especially in the process of separating organic and inorganic waste. In the field of computer vision, recognising the type and shape of waste through camera images remains a challenge due to variations in shape, colour, and complex lighting conditions. Therefore, this problem utilises Deep Learning tec...
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Nilai Edukatif dan Kearifan Lokal dalam Puisi Lampung untuk Pembentukan Karakter Peserta Didik SD
Andi Widiono
; Muhamad Alfarisi
; Ade Gunawan
; Adya Rosa Prasasti
; Fikriana Fikriana
; Titin Sarwendah
; Lutfi Guntur Eka Putra
; Aminuddin Maharani Abdullah
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 4
(2025)
Learning Indonesian language and literature in elementary schools plays an important role in shaping students' character through the integration of literary works based on local culture. Lampung poetry as a representation of local wisdom contains educational values, such as religiosity, respect for parents, polite language, mutual cooperation, and environmental awareness. This study aims to describe the educational values and local wisdom in Lampung poetry and their relevance to the character...
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Sociopreneur Pembuatan Gantungan Kunci Dari Limbah Sampah Plastik Pada Warga Panti Perlindungan Dan Rehabilitasi Sosial Lanjut Usia “Budi Sejahtera” Martapura
Jurnal Pengabdian Kepada Masyarakat Sisthana
Vol 7
, No 2
(2025)
Latar Belakang: Pendekatan kewirausahaan sosial yang diterapkan dalam proyek ini mencerminkan sinergi antara inovasi, kepedulian sosial, dan keberlanjutan lingkungan. Dengan memberdayakan masyarakat lansia untuk menciptakan produk yang bermanfaat, kegiatan ini berkontribusi pada tercapainya beberapa tujuan pembangunan berkelanjutan (SDGs), seperti pengurangan limbah, pengentasan kemiskinan, dan pemberdayaan komunitas. Tujuan: Mengurangi limbah plastik serta meningkatkan keterampilan dan kemandir...
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Persepsi dan Perilaku Nasabah Terhadap Prinsip Syariah Dalam Produk dan Layanan Bank Syariah
Dea Tri Pangestuti
; Abdillah, Dhafin Salman
; Muzagi, Intan Nuraini
; Zulkarnain, Muhammad Iskandar
; Chairani, Rachma Tatsmita
; Cahyani, Ririn Dwi
; Sulasih, Sulasih
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2025)
This study aims to analyze traders’ perceptions and behaviors toward the implementation of sharia principles in Islamic banking products and services. A descriptive qualitative approach was employed, involving traders at Parung Market selected through purposive sampling. Data were obtained through in depth interviews, observations, and documentation, then analyzed using thematic analysis through coding, categorization, and pattern identification. The findings reveal that most traders hold positi...
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Tiktok Sebagai Media Literasi Politik Terhadap Pemilih Pemula
Jurnal Global Citizen : Jurnal Ilmiah Kajian Pendidikan Kewarganegaraan
Vol 14
, No 2
(2025)
The rise of digital technology has changed how young people access information, including political issues. TikTok, a short-video platform, has become a popular medium for first-time voters to engage with political content. This study aims to describe their understanding of political content on TikTok and its influence on political literacy. Using a qualitative approach with in-depth interviews of six informants in Pekanbaru, findings show that TikTok has potential as an accessible and engaging...
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Peran Guru BK dalam Pelaksanaan Layanan Bimbingan dan Konseling di MTs Ibnu Sina
Tutus Sandrika
; Ajeng Nova Saputri
; Abdul Mustofa
; Teguh Maulana
; Ahmad Mashuda
; Nur Aini Farida
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 4
(2025)
Guidance and Counseling services have a strategic role in supporting students’ holistic development, including academic, social, emotional, and moral aspects. However, in practical implementation, counseling services in schools still show a gap between theoretical ideal concepts and real field practices. This study aims to analyze the role of school counselors in the implementation of Guidance and Counseling services at MTs Ibnu Sina Karawang, focusing on the counselor’s role, teacher-student in...
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