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All Journal IJEEIT : International Journal of Electrical Engineering and Information Technology Lontara Abdimas : Jurnal Pengabdian kepada Masyarakat Mangente: Jurnal Pengabdian kepada Masyarakat
Tresna Maulana Fahrudin
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Religion Agriculture, Biological Sciences & Forestry Humanities Computer Science & IT Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Nursing Public Health Social Sciences Other

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Implementation of Deep Learning to Detect Indonesian Hoax News with Convolutional Neural Network Method Cheevin Yoviananda; Tresna Maulana Fahrudin
IJEEIT : International Journal of Electrical Engineering and Information Technology Vol 4 No 2 (2021): September 2021
Publisher : NAROTAMA UNIVERSITY

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29138/ijeeit.v4i2.1525

Abstract

This study aims to establish and test a model that is used to determine valid news and hoax news. The method used is the Convolutional Neural Network (CNN) method and Word2Vec as embeddings. The research stages consist of data collection, pre-processing, word embeddings, model formation and testing the results obtained. The data used is 958 news. After testing with the distribution of data by 80% as training data and 20% as test data and 5 times epoch, the model that has been formed can determine valid news and hoax news well. In this study, a model with a vector dimension of 400 as input data and a multiple filter size of 3,4,5 became the best model. The resulting accuracy, precision and recall are 0.91. These results are influenced by the selection of the size of the vector dimensions on the output of Word2Vec, the selection of the filter size on the convolution layer and the addition of the Indonesian Wikipedia corpus into the corpus used.
SOSIALISASI PENANAMAN TANAMAN OBAT KELUARGA DAN MINUMAN HERBAL UNTUK MENINGKATKAN DAYA TAHAN TUBUH WARGA KELURAHAN KRAMATINGGIL GRESIK MELALUI PLATFORM YOUTUBE Erlyana Desy Rahmawati; Devita Inka Amalia; Lutvi Niswa Octaviana; Rika Nur Azizah; Tresna Maulana Fahrudin
Lontara Abdimas : Jurnal Pengabdian Kepada Masyarakat Vol 3 No 1 (2022): Juni
Publisher : Lembaga Penelitian Dan Pengabdian Masyarakat Politeknik Kesehatan Muhammadiyah Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53861/lomas.v3i1.275

Abstract

During the current COVID-19 pandemic, people are required to have a good immune system. To gain immunity, people can consume herbal drinks that can be made from the harvested plants of TOGA. Various types of TOGA plants that can be used such as lemongrass, turmeric, ginger, and java ginger. This plant can be planted in a narrow area or in a pot that can be placed in the yard of the house. This is in line with the condition of Kramatinggil Urban Village in Gresik District which does not have a large area as a planting medium so they can take advantage of the yard. The purpose of planting TOGA is to familiarize residents with planting original spices from Indonesian crops and processing herbal drinks in order to increase the immune system, especially for protection from COVID-19. The results of the program showed that TOGA planting video was watched 60 times and the video for making herbal drinks was watched 47 times by local residents. In addition, 30 bottles of herbal drinks have been distributed to residents of Kramatinggil Urban Village.
Penyuluhan Bahaya Pernikahan Dini dan Stunting di Desa Manduro Manggung Gajah Sebagai Upaya Pencegahan Stunting Arinil Ula Fil 'Izza; Nilna Zahrul Aini; Muhammad David Ade Pangestu; Cahyani Marisa Wulandari; Intan Septia Eka Fortuna; Fajar Zakly Herwanto; Nensi Agustina; Tresna Maulana Fahrudin
MANGENTE: JURNAL PENGABDIAN KEPADA MASYARAKAT Vol 2, No 1 (2022): PENDIDIKAN KARAKTER DAN PEMBERDAYAAN MASYARAKAT
Publisher : IAIN AMBON

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33477/mangente.v2i1.2812

Abstract

Stunting adalah sebuah masalah mengenai kurang gizi kronis yang disebabkan dari pola makan yang diberikan pada anak mulai dari 1000 hari pertama kehidupan anak sejak lahir sehingga anak menjadi lebih pendek dibanding anak seusianya. Ibu yang memiliki usia terlalu dini dalam menjalankan pernikahan lebih berisiko mengalami kejadian stunting terhadap calon anak. Kurangnya pemahaman akan apa itu stunting dan bahaya stunting itulah yang menyebabkan terjadinya pernikahan dini yang wajar. Penelitian ini memiliki tujuan untuk mengetahui apakah remaja di Desa Manduro Manggung Gajah sudah mengetahui tentang dampak pernikahan dini terhadap risiko stunting pada anak. Metode penelitian yang dilakukan menggunakan kuesioner dengan sistem pre-test dan post-test lalu data yang didapatkan kemudian dapat diolah dengan menghitung rata-rata jumlah responden yang memahami materi pernikahan dini dan stunting pada saat sebelum dan sesudah penyuluhan. Hasil penelitian yang diperoleh setelah dilakukan perhitungan rata-rata ialah adanya peningkatan pengetahuan Warga Manduro Manggung Gajah mengenai bahaya pernikahan dini dan stunting sebesar 39% dan menurunkan minat pernikahan dini pada laki-laki 47% dan perempuan 50%.
Co-Authors Andrew Arjunanda Yasin Arinil Ula Fil 'Izza Cahyani Marisa Wulandari Cheevin Yoviananda Devita Inka Amalia Dwi Arman Prasetya Erlyana Desy Rahmawati Fajar Zakly Herwanto Intan Septia Eka Fortuna Lutvi Niswa Octaviana Muhammad David Ade Pangestu Natalia Damastuti Nensi Agustina Nilna Zahrul Aini Pratama Ryan Harnanda Rika Nur Azizah