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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) BAREKENG: Jurnal Ilmu Matematika dan Terapan Jurnal Kesehatan Manarang JURNAL EDUCATION AND DEVELOPMENT MEDIA INFORMASI ComTech: Computer, Mathematics and Engineering Applications Jurnal Kesehatan ADI Journal on Recent Innovation (AJRI) Jurnal Ilmu Kesehatan Masyarakat Indonesia Jurnal Pengabdian Inovasi dan Teknologi Kepada Masyarakat Jurnal Teknik Informatika Proceeding Muhammadiyah International Public Health and Medicine Conference International Journal of Health, Engineering and Technology Jurnal Pengabdian Masyarakat Kesehatan Indonesia Sulolipu: Media Komunikasi Sivitas Akademika dan Masyarakat Jurnal Komprehenshif Jurnal Ar Ro'is Mandalika (Armada) Ekspresi: Publikasi Kegiatan Pengabdian Indonesia
Rojali, Rojali
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ACCELERATE STUNTING REDUCTION THROUGH THE ROLE OF RELIGIOUS INSTITUTIONS WITH AN ENVIRONMENTAL PURPOSE APPROACH TO RISK GROUPS Rojali, Rojali; Arif Sumantri; Masri Mansoer; Usep Abdul Matin
Muhammadiyah International Public Health and Medicine Proceeding Vol. 2 No. 1 (2022): PROCEEDING MUHAMMADIYAH INTERNATIONAL PUBLIC HEALTH AND MEDICINE CONFERENCE - S
Publisher : Fakultas Kesehatan Masyarakat Universitas Muhammadiyah Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (210.699 KB) | DOI: 10.61811/miphmp.v1i2.242

Abstract

The availability of quality human resources determines the progress of a nation because by having quality human resources, a nation will be able to use and develop the latest technology to increase productivity on all fronts to realize the nation's prosperity. To achieve this, Indonesia is faced with an urgent problem to solve, namely stunting. The Indonesian government is aware of these problems and has taken several steps to solve them holistically by involving various approaches. However, there is no role model for religious institutions to accelerate the reduction of stunting prevalence in Indonesia. From this problem, the research design aims to build a model of the Islamic approach and environmental piety in increasing the convergence of accelerating stunting reduction in the community, as well as developing a model for accelerating stunting reduction through proper clean water and safe sanitation. The research design presented is expected to be material for joint discussion to contribute to improving the quality of human resources, Primarily by reducing the prevalence of stunting.
Pengalaman Nyata di Dunia Kerja pada Jurusan Bahasa dan Seni Universitas Palangka Raya Nabila Salwa; Rojali Rojali; Misnawati Misnawati; Linggua Sanjaya Usop; Yesni Nopi
Ekspresi : Publikasi Kegiatan Pengabdian Indonesia Vol. 1 No. 4 (2024): Publikasi Kegiatan Pengabdian Indonesia
Publisher : Asosiasi Seni Desain dan Komunikasi Visual Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62383/ekspresi.v1i4.362

Abstract

This study aims to describe how to overcome the limited time for public speaking practice which results in the lack of readiness of Field Work Practice (PKL) participants in discussions and debates, as well as improving ineffective communication between PKL participants and trainers so that the learning process can run more smoothly. A descriptive qualitative approach was used to understand the experiences of participants during PKL at the Language and Arts Department, Palangka Raya University, focusing on exploring the work environment, work ethic, and social relationships. The location of the study was at the Language and Arts Education Department, Palangka Raya University with the research subjects being students who had undergone PKL for three months. Data were collected through observation, in-depth interviews, and documentation. The results of the study showed that limited time for public speaking practice resulted in a lack of readiness of participants in facing discussion and debate situations. The solutions implemented included adding practice sessions outside official hours and on weekends. In addition, the lack of effective communication between PKL participants and trainers was identified as an obstacle in the learning process. To overcome this problem, better communication media, such as social media groups or messaging applications, were implemented to facilitate the exchange of information.
Optimizing seismic sequence clustering with rapid cube-based spatiotemporal approach Hasana, Silviya; Sari, Wina Permana; Rojali, Rojali; Fitrianah, Devi
IAES International Journal of Artificial Intelligence (IJ-AI) Vol 14, No 1: February 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijai.v14.i1.pp737-748

Abstract

Due to their extensive volume and range of features, seismic data is regarded as highly complex data. Earthquakes that typically composed of foreshocks, mainshocks, and aftershocks, exhibit a unique sensitivity to temporal dimension, a characteristic that differs them from other natural hazards. Foreshocks and aftershocks that emanate from a similar epicenter, often display temporal patterns that contribute significantly to determining a sequence. This study introduces a density cube-based approach to cluster spatiotemporal seismic data. It addresses spatial irregularities observed in earthquake clusters and incorporates temporal aspects, acknowledging that seismic events originating from a similar epicenter could occur in separate time frames. We achieved the highest Silhouette score of 0.935 in daily-based clustering and 0.782 in weekly-based clustering. Notably, our analysis reveals a trend where weekly clustering lambda λ tend to be lower (λ=0.01) than in daily clustering (λ=0.1, λ=0.5), thus emphasizing the significance of temporal granularity where daily clustering requires higher λ to capture rapid fluctuations, while weekly clustering benefits from lower λ to cover broader trends. These findings enhance the understanding of the nuanced interplay of temporal dynamics in seismic sequence analysis.
Pembelajaran Pendidikan Agama Islam untuk Mengurangi bullying di Sekolah Rojali, Rojali
Komprehensif Vol 3 No 1 (2025)
Publisher : CV Edu Tech Jaya

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Penelitian ini bertujuan untuk menganalisis tentang bagaimana pembelajaran PAI untuk mengurangi perilaku Bullying di sekolah. Metode yang digunakan dalam penelitian ini adalah studi literatur, dengan menganalisis berbagai penelitian, teori, dan sumber informasi terkait topik tersebut. Hasil penelitian menunjukkan bahwa pembelajaran Pendidikan Agama Islam (PAI) memiliki peran yang sangat penting dalam mencegah dan mengatasi bullying di sekolah. Melalui ajaran Islam yang menekankan pada nilai-nilai kasih sayang, empati, persaudaraan, dan penghormatan terhadap orang lain, siswa dapat diajarkan untuk menghindari perundungan dan membangun hubungan sosial yang sehat. PAI mengajarkan siswa untuk selalu berbuat baik, berbicara dengan sopan, dan memperlakukan orang lain dengan hormat, yang menjadi dasar untuk menciptakan lingkungan sekolah yang aman dan bebas dari bullying.
CLASSIFICATION OF SKELETAL MALOCCLUSION USING CONVENTIONAL NEURAL NETWORK (CNN) WITH VISION ATTENTION Ronny Eka Wicaksana, I Putu; Wibowo, Antoni; Rojali, Rojali; A Samah, Azurah; Alias, Aspalilah
BAREKENG: Jurnal Ilmu Matematika dan Terapan Vol 19 No 4 (2025): BAREKENG: Journal of Mathematics and Its Application
Publisher : PATTIMURA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30598/barekengvol19iss4pp2709-2726

Abstract

Skeletal malocclusion, a common orthodontic condition, affects jaw function and dental health. It is often caused by genetic factors, abnormal growth, bad habits, or trauma. Conventional diagnostic models often fail to generalize across diverse datasets, leading to overfitting and poor test performance. This study aimed to improve diagnostic accuracy by incorporating Vision Attention mechanisms into a custom Convolutional Neural Network (CNN), enabling the model to focus on critical regions in X-ray images. A total of 491 radiographic images depicting facial skeletal structures with various malocclusion types (Classes 1, 2, and 3) were used in this study. A custom CNN was developed and evaluated both with and without attention mechanisms—specifically, Scaled Dot Product Attention and Multihead Attention—to assess their impact on classification performance. The baseline CNN without attention achieved an accuracy of 0.68. With Scaled Dot Product Attention, accuracy improved to 0.72, while Multihead Attention achieved the highest accuracy of 0.76. Evaluation using weighted average precision, recall, and F1-score showed that attention mechanisms significantly enhanced the model’s ability to differentiate between malocclusion classes. Notably, the Multihead Attention model yielded the best performance, reducing misclassification errors and improving generalization. Confusion matrix analysis revealed that it had the lowest classification errors, especially in distinguishing between Class 0 and Class 1. These results suggest that incorporating attention mechanisms, particularly Multihead Attention, enhances CNN performance by improving feature extraction and classification accuracy. Future research should explore more diverse datasets and implement advanced augmentation techniques to improve clinical reliability.
HUBUNGAN KONDISI LINGKUNGAN FISIK RUMAH DAN PERILAKU ANGGOTA KELUARGA DENGAN GEJALA PNEUMONIA PADA BALITA Widyastuti, Arni; Adini, Siti Althafia; Rojali, Rojali; Putri, Alifia Nadhimah; Masyeni, Suci Ratu
Jurnal Education and Development Vol 13 No 3 (2025): Vol 13 No 3 September 2025
Publisher : Institut Pendidikan Tapanuli Selatan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37081/ed.v13i3.7544

Abstract

Pneumonia merupakan penyebab utama kematian pada balita di dunia dan salah satu penyakit berbasis lingkungan yang masih menjadi masalah kesehatan masyarakat di Indonesia, khususnya di wilayah permukiman padat dan kumuh. Penelitian ini bertujuan untuk mengetahui hubungan antara kondisi lingkungan fisik rumah dan perilaku anggota keluarga dengan gejala pneumonia pada balita di RW 04 Kelurahan Ulujami, Jakarta Selatan. Penelitian ini menggunakan pendekatan kuantitatif dengan desain cross-sectional. Sampel terdiri dari 63 balita dengan variabel yang diteliti meliputi luas ventilasi, pencahayaan, kelembapan, kepadatan hunian, kebiasaan merokok, dan kebiasaan penggunaan obat nyamuk bakar. Data dikumpulkan melalui observasi dan wawancara serta dengan pengukuran langsung pada luas ventilasi, pencahayaan, dan kelembapan kemudian dianalisis dengan uji statistik Chi-Square. Hasil penelitian menunjukkan bahwa terdapat hubungan yang signifikan antara luas ventilasi, pencahayaan, kelembapan, kepadatan hunian, kebiasaan merokok, dan penggunaan obat nyamuk bakar dengan gejala pneumonia pada balita.
Workload and Stress Incidents Among Production Workers at PT. X, Bekasi, West Java, 2025 Indah Restiaty; Muslim, Burhan; Rojali, Rojali; Masyeni, Suci Ratu; Permatasari, Bina Rachma
Jurnal Ar Ro'is Mandalika (Armada) Vol. 5 No. 3 (2025): JURNAL AR RO'IS MANDALIKA (ARMADA)
Publisher : Institut Penelitian dan Pengembangan Mandalika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59613/armada.v5i3.5493

Abstract

An imbalance between workload and individual capacity may lead to work stress, which negatively impacts both employees’ health and company productivity. This study aims to analyze the relationship between workload and work stress among production workers at PT. X, Bekasi, West Java, in 2025. A quantitative method with an analytic cross-sectional design was applied. A total of 35 permanent production workers were selected using purposive sampling, and data were collected through questionnaires measuring workload indicators (metabolic rate and physical workload at the workplace) and work stress indicators (role ambiguity, role conflict, quantitative workload, qualitative workload, and career development). Data were analyzed using the Chi-Square test. The results showed that most workers experienced light workload, while work stress was mostly in the mild to moderate categories. The Chi-Square test produced a p-value of 0.014, indicating a significant relationship between workload and work stress. These findings highlight the importance of proper workload management, including task arrangement, job rotation, and career development strategies to reduce the risk of work stress and maintain productivity among production workers.
Inovasi Produk Jahe Merah Gerai Kembang Setaman Kecamatan Payung Sekaki Sukri, Sukri; Ulya, Aswatul; Silvani, Fadilla; Wulandari, Heni; Khairunnisa, Khairunnisa; Jannah, Mardiatul; Prananda, Yogi; Milininda, Juwintha; Afrianda, Wahyu; Malidaerani, Putri; Ramadanti, Varischa; Rojali, Rojali; Arzyil F, Muhammad; Audina, Mia
JDISTIRA - Jurnal Pengabdian Inovasi dan Teknologi Kepada Masyarakat Vol. 3 No. 2 (2023)
Publisher : Yayasan Rahmatan Fidunya Wal Akhirah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58794/jdt.v3i2.551

Abstract

Kehidupan yang sejahtera menjadi dambaan setiap orang untuk memenuhi hasrat ekonominya berupa segala kebutuhan baik sandang, pangan dan papan dalam menjalani kehidupan sehari-harinya. Upaya yang dilakukan agar tujuan tercapai masyarakat akan terus berusaha melakukan berbagai usaha. Upaya yang dapat ditempuh yaitu dengan mendirikan usaha mikro, kecil, dan menengah (UMKM). UMKM merupakan salah satu jenis usaha kecil yang sangat berperan dalam peningkatan dan pertumbuhan perekonomian masyarakat. Karena keberadaan UMKM mampu bertahan dalam situasi apapun untuk tercapainya kesejahteraan masyarakat. Metode dalam pelaksanaan program pengabdian masyarakat dengan mendampingi UMKM Gerai Kembang Setaman Kecamatan Payung Sekaki, Kelurahan Tirta Siak dilakukan dengan beberapa tahapan, yaitu Program pengabdian masyarakat yang dilakukan berupa pemaparan materi dan pelatihan. Pemaparan dilakukan dengan pemberian materi tentang jahe merah dan pengolahan jahe merah secara instan. Dengan adanya bantuan peralatan dan bahan, UMKM dapat meningkatkan skala produksi mereka. Hal ini memberikan potensi untuk menghasilkan lebih banyak produk dan mencapai pangsa pasar yang lebih luas. Hasil dari upaya peningkatan ini adalah peningkatan keterampilan dan produksi, yang pada gilirannya menghasilkan pendapatan yang lebih baik bagi UMKM. Hal ini memberikan manfaat ekonomi yang jelas bagi kelompok ibu-ibu Gerai kembang Setaman dan masyarakat setempat.
Aplikasi Deteksi Penyakit Tuberculosis (TB) Pada Balita Menggunakan Metode Pengolahan Citra Matlab ansyah, rudi; Scorpianus Ryanto, Stephen; Rojali, Rojali; Pandia, Hanafi; Marwan, Riki; Yoshara, Rayhan; Effendi, Kurniawan
JEKIN - Jurnal Teknik Informatika Vol. 1 No. 3 (2021)
Publisher : Yayasan Rahmatan Fidunya Wal Akhirah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58794/jekin.v1i3.354

Abstract

Abstrak - Penyakit tuberculosis (TB) adalah salah satu jenis penyakit yang menyerang paru-paru menular yang disebabkan oleh kuman TB (Mycobacterium tuberculosis) dan merupakan salah satu penyakit paru-paru yang memiliki korban jiwa terbanyak per tahunnya. Penyakit tuberculosis ini dapat menyerang manusia pada segala umur, namun balita merupakan salah satunya yang paling rentan terhadap gejala fatal penyakit ini apabila tidak didiagnosa secara dini. Salah satu kendala dalam mendiagnosa penyakit ini dengan cepat adalah kurangnya pengetahuan masyarakat mengenai fasilitas-fasilitas yang menyediakan layanan untuk mendeteksi dan mengobati penyakit tuberculosis ini. Oleh karena itu, diperlukan suatu aplikasi deteksi penyakit tuberculosis yang dapat digunakan untuk mendeteksi gejala penyakit tuberculosis melalui radiologi paru-paru dengan cepat dan akurat. Metode yang digunakan oleh aplikasi deteksi penyakit TB ini adalah metode pengolahan citra dari beberapa data x-ray yang dikumpulkan untuk dijadikan sampel anomali pada paru-paru, dan hasilnya berupa suatu aplikasi deteksi yang dapat digunakan untuk mendeteksi tanda-tanda adanya penyakit tuberculosis pada balita.
RELATIONSHIP OF INDIVIDUAL CHARACTERISTICS, PHYSICAL HOME ENVIRONMENT AND BEHAVIOR WITH THE INCIDENCE OF PULMONARY TB IN CIJORO PASIR VILLAGE, MUARA VILLAGE EAST CIUJUNG AND WEST RANGKASBITUNG VILLAGE, RANGKASBITUNG SUBDISTRICT, LEBAK REGENCY 2019 Rojali, Rojali; Sari, Dwita Indah
ADI Journal on Recent Innovation Vol. 1 No. 2 (2020): March
Publisher : ADI Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34306/ajri.v1i2.36

Abstract

This study entitled "Relationship of Individual Characteristics, Physical Environment of the House and Behavior with the incidence of pulmonary TB in Cijoro Pasir Village, Muara Ciujung Timur Village and Rangkasbitung Barat Village, Rangkasbitung District, Lebak Regency in 2019" and behavior with pulmonary TB incidence. The design of this study was cross sectional. Data was analyzed using univariate tests and bivariate tests consisting of chi-square. The total population is 123 The results showed that the incidence of pulmonary TB as many as 37 patients with positive pulmonary TB (60.7%) and 24 patients with negative AFB pulmonary TB and still found a physical environment that did not meet the requirements as many as 42 houses (68.9%), lighting as many as 38 houses (63.3%), humidity of 43 houses (70.5%), BCG immunization 35 people (57.4%), closing mouths of cough / sneezing compilation 38 people (62.3%), phlegm carelessly 32 people (52.5%) and use of eating utensils 39 people (63.9%).
Co-Authors A Samah, Azurah Adini, Siti Althafia Afrianda, Wahyu Alias, Aspalilah Aliza , Fathiani Nur Ansyah, Rudi Antoni Wibowo Arif Sumantri Arzyil F, Muhammad Awan Putri Amalia Desembra Lisa Devi Fitrianah Effendi, Kurniawan Faizal Miftah N Gerriano, Edgar Haerlintiniyah Huriyandah Hasana, Silviya Indah Restiaty Jannah, Mardiatul Joko Susanto Khairunnisa Khairunnisa Linggua Sanjaya Usop Lisa, Desembra Maghfiroh, Asyfi Malidaerani, Putri marwan, riki Masri Mansoer Masyeni, Suci Ratu Mia Audina, Mia Milininda, Juwintha Misnawati Misnawati Muslim, Burhan Nabila Salwa Noviatuzzahrah Noviatuzzahrah Pandia, Hanafi Pangestu Pangestu Permatasari, Bina Rachma Prananda, Yogi Prita Sari Putri, Alifia Nadhimah Ramadanti, Varischa Restiaty, Indah Ronny Eka Wicaksana, I Putu Rstiaty, Indah Sari, Dwita Indah Sari, Wina Permana Scorpianus Ryanto, Stephen Setyadi, Muhammad Dimas Silvani, Fadilla sukri Sukri, sukri Syaeful Karim, Syaeful Syafitri, Dini Syarifah Miftahul El Jannah Ulya, Aswatul Usep Abdul Matin Wartini yati Wartiniyati Wartiniyati Widyastuti, Arni Wulandari, Heni Yesni Nopi Yoshara, Rayhan