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American Sign Language Translation to Display the Text (Subtitles) using a Convolutional Neural Network Ramadhan, Muhammad Fajar; Samsuryadi, Samsuryadi; Primanita, Anggina
Engineering, MAthematics and Computer Science Journal (EMACS) Vol. 6 No. 3 (2024): EMACS
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/emacsjournal.v6i3.11904

Abstract

Sign language is a harmonious combination of hand gestures, postures, and facial expressions. One of the most used and also the most researched Sign Language is American Sign Language (ASL) because it is easier to implement and also more common to apply on a daily basic. More and more research related to American Sign Language aims to make it easier for the speech impaired to communicate with other normal people. Now, American Sign Language research is starting to refer to the vision of computers so that everyone in the world can easily understand American Sign Language through machine learning. Technology continues to develop sign language translation, especially American Sign Language using the Convolutional Neural Network. This study uses the Densenet201 and DenseNet201 PyTorch architectures to translate American Sign Language, then display the translation into written form on a monitor screen. There are 4 comparisons of data splits, namely 90:10, 80:20, 70:30, and 60:30. The results showed the best results on DenseNet201 PyTorch in the train-test dataset comparison of 70:30 with an accuracy of 0.99732, precision of 0.99737, recall (sensitivity) of 0.99732, specificity of 0.99990, F1-score of 0.99731, and error of 0.00268. The results of the translation of American Sign Language into written form were successfully carried out by performance evaluation using ROUGE-1 and ROUGE-L resulting in a precision of 0.14286, Recall (sensitivity) 0.14286, and F1-score.
Desain dan Analisis Rangka Alat Pengasapan Ikan: Studi Kasus dan Implementasi Ismail, Edy; Abadi, Cecep Slamet; Ramadhan, Muhammad Fajar; Irwan, Fredy; Samosir, Martubu Franklin
Jurnal Mekanik Terapan Vol 5 No 3 (2024): Edisi Spesial Tugas Akhir Jurusan Teknik Mesin PNJ, Desember 2024
Publisher : Politeknik Negeri Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32722/jmt.v5i3.7070

Abstract

Penelitian ini bertujuan untuk merancang dan menganalisis rangka alat pengasapan ikan dengan memperhatikan material, distribusi beban, serta aspek ergonomis dan fungsional sesuai dengan kondisi lapangan. Metode eksperimen digunakan dengan merancang dan menguji alat dalam kondisi terkontrol. Hasil penelitian menunjukkan desain alat pengasapan dengan dimensi 270 x 2750 mm, menggunakan bearing Pillow Block ASB UCF202, rangka berukuran 25 x 25 mm, dan motor penggerak DC 12 Volt 80 rpm. Uji Von Mises Stress maksimal sebesar 2,439 M.Pa dengan perubahan jarak 0,0542426 mm dan safety factor 15 ul, menunjukkan bahwa desain ini sangat aman dengan perubahan geometri minimal. Alat ini cocok untuk digunakan secara portabel di sentra Asap Indah, Desa Wonosari, Demak.
Edukasi Label Pangan Pilihan Lebih Sehat Untuk Mewujudkan Gizi Seimbang di MAN 2 Kota Bogor Ramadhan, Muhammad Fajar; Dianah, Rosyda; Rahma, Salma Faudziyah; Sari, Astri Viidila; Nurrizqyah, Alya; Salsabella, Arsabella Alisa; Defina, Nathasya Sarah; Andiani, Cindy Oktavia
Al Khidma: Jurnal Pengabdian Masyarakat Al Khidma Vol. 5 No. 1 Januari 2025
Publisher : Sekolah Tinggi Ilmu Al-Qur'an (STIQ) Amuntai Kalimantan Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35931/ak.v5i1.4632

Abstract

Indonesia saat ini mendapatkan tantangan bonus demografi yang ditandai dengan meningkatnya jumlah usia produktif. Permasalahan ini kerap dijumlah pada remaja terutama dalam kesehatan gizi. Dalam menghadapi permasalahan tersebut perlu adanya  memaksimalkan kesehatan gizi pada remaja. Hal ini sejalan dengan tujuan pembangunan berkelanjutan untuk menciptakan sumber daya manusia yang cerdas, kuat, dan unggul. Maka dari itu, Nutrihealer hadir dalam rangka meningkatkan kesadaran dan pengetahuan remaja terhadap kesehatan gizi yang lebih optimal. Salah satu hal yang dapat dilakukan adalah melihat informasi gizi pada label kemasan. Tujuan dari penelitian ini adalah untuk mengukur efektivitas pemberian pendidikan gizi pada remaja MAN 2 Kota Bogor. Penelitian ini menggunakan metode penelitian kuantitatif. Populasi responden yang digunakan dalam penelitian ini sebanyak 30 siswa siswa berusia 16-18 tahun dari XII Fisika 2. Hasil penelitian menunjukkan bahwa  p value < 0,05 yang menunjukkan bahwa memberikan pendidikan gizi efektif dan dapat meningkatkan pengetahuan dan pemahaman siswa. Hal tersebut terbukti dari rata-rata pre-test 57,33 meningkatkan pada post-test menjadi 69,00. Disarankan ketika pemberian pendidikan gizi dilakukan secara berkelanjutan dengan melibatkan remaja perempuan dan remaja laki-laki berbasis kesetaraan gender agar memiliki hak yang sama dalam peningkatan kesehatan serta memaksimalkan penggunaan media maupun metode pemberian materi pendidikan gizi untuk menciptakan perilaku remaja yang positif dalam kesehatan.
Narasi Budaya dalam Podcast Komunikasi Adat di Indonesia Pratama, Aufaa Fikri; Darma, Ardan Setia; Nugraha, Muhammad Tio; Assobah, Mochamad Latief; Ramadhan, Muhammad Fajar; Purwanto, Eko
Indonesian Culture and Religion Issues Vol. 2 No. 3 (2025): July
Publisher : Indonesian Journal Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47134/diksima.v2i3.217

Abstract

Penelitian ini bertujuan untuk mengidentifikasi dan menganalisis bentuk-bentuk narasi budaya dalam podcast bertema komunikasi adat di Indonesia. Dengan pendekatan kuantitatif melalui analisis isi, data dikumpulkan dari 10 episode podcast yang dipilih secara purposif. Kategori analisis meliputi pelestarian budaya, pendidikan adat, dan promosi pariwisata budaya. Hasil penelitian menunjukkan dominasi narasi pelestarian budaya sebesar 70%, pendidikan adat 20%, dan promosi budaya 10%. Podcast berperan penting sebagai media alternatif dalam mempertahankan eksistensi budaya lokal. Temuan ini mengindikasikan perlunya strategi diversifikasi konten dan pendekatan kreatif agar edukasi budaya menjadi lebih komprehensif. Penelitian ini membahas peran podcast sebagai media digital dalam membangun, menyampaikan, dan melestarikan narasi budaya serta komunikasi adat di Indonesia. Di tengah pesatnya perkembangan teknologi dan perubahan pola konsumsi media, podcast hadir sebagai sarana alternatif yang efektif untuk memperkenalkan nilai-nilai budaya lokal, cerita rakyat, bahasa daerah, serta praktik adat kepada masyarakat, khususnya generasi muda. Dengan menggunakan pendekatan kualitatif dan metode studi literatur, penelitian ini menelaah berbagai sumber ilmiah terkait komunikasi budaya dan media digital. Hasilnya menunjukkan bahwa podcast tidak hanya menjadi media hiburan, tetapi juga berfungsi sebagai sarana edukasi dan pelestarian budaya. Melalui narasi audio yang komunikatif dan kreatif, podcast mampu menjadi penghubung antara tradisi dan teknologi serta memperkuat kesadaran budaya di era digital.
CELEBRITY ENDORSMENT, ELECTRONIC WORD OF MOUTH, DAN BRAND IMAGE TERHADAP KEPUTUSAN PEMBELIAN ERIGO STORE Ramadhan, Muhammad Fajar; Sriminarti, Nurul; Rahayu, Asmi Lidya Pradipta
JURNAL MUHAMMADIYAH MANAJEMEN BISNIS Vol 5 No 2 (2024): Jurnal Muhammadiyah Manajemen Bisnis (JMMB)
Publisher : Universitas Muhammadiyah Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24853/jmmb.5.2.134-147

Abstract

Tujuan: Penelitian ini bertujuan untuk mengukur dan menganalisis pengaruh Celebrity Endorsement, Electronic Word of Mouth, dan Brand Image terhadap keputusan pembelian Erigo Store. Metode: Penelitian ini menggunakan metode penelitian kuantitatif. Populasi pada penelitian ini konsumen membeli produk Erigo. Jumlah sampel dalam penelitian ini adalah 100 responden. Teknik pengambilan sampelnya menggunakan simpel random sampling yaitu menyebarkan link kuesioner dari google form kepada konsumen yang follow instagram akun @erigostore . Data diuji dengan menggunakan aplikasi SPSS ver. 23. Hasil: Hasil penelitian menunjukkan bahwa Celebrity Endorsement berpengaruh positif dan signifikan terhadap keputusan pembelian. Electronic Word of Mouth dapat berpengaruh positif dan sinifikan terhadap keputusan pembelian. Brand Image Berpengaruh positif dan signifikan terhadap keputusan pembelian Implikasi teori – penelitian ini memberikan kontribusi teoritis faktor-faktor keputusan konsumen dan implikasinya serta menawarakan rekomendasi bagi penelitian selanjutnya, Implikasi praktis temuan ini adalah pentinnya perusahaan untuk fokus pada membangun review konsumen dalam membangun dan mempertahankan kepercayaan konsumen.
Optimization Day Old Chick Incubator Design to Reduce Mortality Rate Using Fuzzy Logic Saputro, Adi Kurniawan; Ramadhan, Muhammad Fajar; Ibaidilah, Achmad Fiqhi; Haryanto, Haryanto; Sukri, Hanifudin; Hardiwansyah, Muttaqin
Signal and Image Processing Letters Vol 7, No 1 (2025)
Publisher : Association for Scientific Computing Electrical and Engineering (ASCEE)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31763/simple.v7i1.121

Abstract

In poultry farming, particularly for Day-Old Chicks (DOC), maintaining an ideal environmental condition is a significant challenge due to the limited ability of mother hens to provide adequate warmth and care. This often leads to a high mortality rate among DOC, especially in broiler chickens. The research contribution is the development of an intelligent incubator system based on fuzzy logic to automate environmental control and reduce DOC mortality rates. The system employs a DHT22 sensor to measure temperature and humidity, and an MQ-135 sensor to detect ammonia levels. An ESP32 microcontroller is used for data processing, chosen for its built-in Wi-Fi capability and high processing power. The DHT22 sensor controls a fan and UVA+UVB lamp via an AC dimmer, while the MQ-135 sensor controls a DC motor through the L298N driver. The fuzzy logic method is applied to make more accurate control decisions, and the entire system is connected to an IoT-based monitoring platform that provides a real-time dashboard for farmers. Preliminary results show that the system successfully maintains temperature within the optimal range (30–34?) and humidity (40–70%), and responds efficiently to changes in ammonia concentration. Compared to conventional systems, this intelligent incubator offers better automation, lower energy consumption, and cost efficiency. In conclusion, the proposed system provides a scalable and efficient solution for DOC management. Future work includes AI-based prediction integration, mobile application development, and historical data analysis for smarter poultry farm management.
Konsekuensi Penetapan Tarif Minimal Pelayanan Jasa Notaris sebagai Upaya Melindungi Hak Notaris Guna Kepastian dan Keadilan Ramadhan, Muhammad Fajar
El-Mujtama: Jurnal Pengabdian Masyarakat  Vol. 4 No. 5 (2024): El-Mujtama: Jurnal Pengabdian Masyarakat
Publisher : Intitut Agama Islam Nasional Laa Roiba Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47467/elmujtama.v4i5.4566

Abstract

Notaries have an important task in providing legal services to the public, particularly regarding the making of authentic deeds. The determination of minimum service rates for notaries by the Indonesian Notary Association (INI) is regulated in the Notary Code of Ethics with the aim of preventing unfair competition and protecting the rights of notaries. This research aims to analyze the form of the agreement on the determination of minimum service rates for notaries, evaluate the role of INI in determining these rates, and examine the legal consequences of violations of the minimum rate determination. This is a qualitative research with a single case study approach in Hulu Sungai Selatan Regency, South Kalimantan. Data was collected through in-depth interviews with notaries, clients, and other related parties, observations at notary offices, and studies of relevant documents. The determination of minimum rates by INI is carried out through a mechanism of study and evaluation by the INI Regional Administrators which is submitted to the INI Central Administrators to be determined nationally. This determination is a form of agreement that binds all INI members. Violations can be subject to sanctions from the INI organization as well as administrative sanctions from the Notary Supervisory Board. Obstacles in implementing the minimum rates include differences in operational costs between regions, resistance from notaries, weak monitoring and law enforcement, and a lack of flexibility in facing changing economic conditions. Efforts that can be made include determining varying rates, socialization and education, forming a supervisory body, a mechanism for rate adjustments, and maintaining a balance with consumer protection.
Improving Adolescent Knowledge on Mental Health and Balanced Nutrition through Meaningful Youth Participation: RAN PIJAR Health Heroes Experience in Bogor City Sari, Nur Intan Kartika; Fajriyah, Afifathu Rahmah; Arimurti, Jazzy Dwi; Ramadhan, Muhammad Fajar; Wardana, Muhammad Trisna Kusuma
Insights in Public Health Journal Vol 6 No 2 (2025): Insights in Public Health Journal
Publisher : Department of Public Health, Faculty of Health Sciences, Jenderal Soedirman University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20884/1.iphj.2025.6.2.17750

Abstract

Background: Adolescents aged 10–19 experience rapid development, making them vulnerable to nutrition and mental health issues; to address this, the RAN PIJAR program was implemented in Bogor using the Meaningful Youth Participation (MYP) approach through Health Heroes Facilitators to enhance their health knowledge. Methods: This quasi-experimental study used a one-group pre-test and post-test design involving 335 adolescents aged 15–18 years from nine senior high schools and one city-level scout organization in Bogor City. Health education sessions applied participatory methods such as Focus Group Discussions (FGDs), Human-Centered Design (HCD), and audiovisual materials. Wilcoxon signed-rank test was used due to non-normal data distribution. Results: After the intervention, the proportion of respondents with good knowledge on mental health and nutrition increased significantly from 50.1% with poor knowledge to 80.9% with good knowledge. A statistically significant improvement was observed (p = 0.000), with median rising from 50 (pre-test) to 90 (post-test). Conclusions: The intervention using the MYP approach effectively improved adolescent knowledge on mental health and balanced nutrition. The participatory and peer-led design created a relatable and engaging environment for adolescents. Future health education programs should adopt a sustainable, gender-equitable, and media-diverse approach and be integrated with school-based health initiatives such as School Health Units (UKS) and healthy canteens.