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Indonesian Sign Language Image Detection Using Convolutional Neural Network (CNN) Method Sihananto, Andreas Nugroho; Safitri, Erista Maya; Maulana, Yoga; Fakhruddin, Fikri; Yudistira, Mochammad Ervinda
Inspiration: Jurnal Teknologi Informasi dan Komunikasi Vol. 13 No. 1 (2023): Inspiration: Jurnal Teknologi Informasi dan Komunikasi
Publisher : Pusat Penelitian dan Pengabdian Pada Masyarakat Sekolah Tinggi Manajemen Informatika dan Komputer AKBA Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35585/inspir.v13i1.37

Abstract

In Indonesia, there are two sign languages utilized by the deaf community, SIBI and BISINDO. Unfortunately, the majority of non-deaf individuals and deaf companions are not proficient in sign language. To address this communication gap, information systems can play a pivotal role in recognizing sign language speech. Recently, researchers conducted a study using the Convolutional Neural Network (CNN) algorithm to predict sign language for both SIBI and BISINDO datasets. The aim was to develop a model that could accurately translate sign language into written or spoken language, thus bridging the gap between deaf and non-deaf individuals. The research found that the CNN algorithm performed optimally on epoch 50 for SIBI with a testing accuracy of 93.29 %, while for BISINDO, it achieved the best result on epoch 40 with a testing accuracy of 82.32 %. These results suggest that the CNN algorithm has the potential to accurately recognize and translate sign language, thus improving communication between deaf and non-deaf individuals in Indonesia.
Analisis Pemanfaatan Sistem Cashless Society Dalam Meningkatkan Loyalitas Pelancong Di Pasar Tradisional Kota Bukittinggi Trimaulina, Yona; Kasmira, Arini; Matondang, Rio Ahmad Alfikri; Tamimi, Muhammad Khoalid at; Maulana, Yoga
Musamus Journal of Public Administration Vol 6 No 2 (2024): Musamus Journal of Public Administration
Publisher : Department of State Administration - Musamus University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35724/mjpa.v6i2.5664

Abstract

Technological developments in the 4.0 era are increasingly expanding to human payment systems in the buying and selling process, with the existence of a non-cash payment system (cashless society) where the system can also be present in traditional markets, especially in Bukittinggi City. The implementation of a cashless society system in traditional markets has enormous potential to increase traveler loyalty, help improve the local economy, especially MSMEs, and can provide significant growth opportunities in the growth of Bukittinggi City. The data collection technique in this research uses 2 techniques, namely primary, namely observation at the Bukittinggi Traditional Market and direct interviews with sellers and tourists, and the second technique is secondary by conducting a literature survey of books, journals, theses and policy documents related to the cashless society. and traveler loyalty. The data analysis technique used is a descriptive analysis technique, namely drawing conclusions from specific statements or facts into specific problems and making general conclusions in accordance with the available theories. The results of the research reveal that there are several factors that make the implementation of cashless not work as expected, namely a lack of counseling and education to all parties, traders who are not ready to implement cashless, limited ownership of equipment, and money that takes a long time to enter the seller's bank if they use it QRIS
Ecobricks Sebagai Edukasi Pengolahan dan Pemanfaatan Sampah Plastik untuk Siswa/i Sekolah Dasar Farahdiansari, Ardana Putri; Maulana, Yoga; Febriansa, Nungki Dio; Utomo, Izza Ahmad; Al Khoirina, Anita Sari
Abdimas Universal Vol. 7 No. 1 (2025): April
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat Universitas Balikpapan (LPPM UNIBA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36277/abdimasuniversal.v7i1.536

Abstract

Plastic waste is a significant global environmental issue with negative impacts on soil, water, air, and human health. Difficult to decompose, plastic accounts for about 15% of total domestic waste, and this issue is particularly acute in Bancer Village, Ngraho District, Bojonegoro Regency, which faces environmental pollution from plastic waste associated with schoolchildren's snacks. This community services aims to address the issue of plastic waste management in the village through an educational and practical ecobrick-making program involving students of SDN 1 Bancer. The program was conducted in two stages: first, a socialization effort on the classification of organic and inorganic waste to enhance students' awareness of the impact of plastic waste and the importance of waste segregation; second, a training session on creating ecobricks from plastic waste to demonstrate practical recycling applications. Results showed a significant improvement in students' understanding of waste classification, with 90% of students able to classify waste correctly after the socialization. The ecobrick-making training also provided practical skills for converting plastic waste into useful materials. This program positively contributes to waste management in Desa Bancer and has the potential to serve as a model for other communities. The awareness and skills developed are expected to bring significant improvements to environmental quality and promote sustainable waste management practices in the future.
Strategi Guru Pemula Dalam Mengelola Kelas di Sekolah Dasar Resti Septikasari; Imam Rodin; Maulana, Yoga
FingeR: Journal of Elementary School Vol. 4 No. 1 (2025): Edisi: Juni
Publisher : Universitas Nurul Huda

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30599/nhcn8x92

Abstract

Penelitian mengidentifikasi dan menganalisis strategi manajemen kelas yang efektif digunakan oleh guru pemula di sekolah dasar. Selain itu, penelitian ini juga bertujuan untuk mengkaji bagaimana guru pemula mengatasi tantangan dalam menegakkan disiplin dan mengakomodasi kebutuhan siswa yang beragam. Penelitian ini dilakukan di SD Negeri Gedung Rejo pada bulan Agustus 2024. Data dari penelitian ini diperoleh dari wawancara bersama beberapa guru pemula yang hasilnya merupakan data utama selain observasi mengenai strategi dalam pengelolaan kelas. Metode yang dipakai dalam penelitian ini yakni kualitatif Fenomenologi. Hasil penelitian menunjukkan tentang beberapa tantangan yang dihadapi guru pemula dalam mengelola kelas seperti manajemen kelas yang kurang dan perilaku siswa yang sulit untuk diatur seperti berbicara sendiri dan kurang fokus ini masih menjadi tantangan atau masalah yang serius dihadapi bagi seorang guru pemula. Beberapa strategi yang diterapkan dalam menanggulangi hal tersebut yakni dengan sistem penataan tempat duduk yang bervariatif, adanya sebuah kesepakatan kelas dan dekorasi ruang kelas yang rapi dengan dipenuhi karya-karya setiap siswa. Kemudian dalam hal dukungan oleh seluruh aspek pendidikan maupun orang tua dan pelatihan-pelatihan pemanfaatan teknologi dan penerapan metode kreatif dan inovatif sangat mempengaruhi guru pemula dalam mengelola kelas.