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Deteksi Jenis Jerawat Berbasis Android menggunakan Ensemble Deep Learning dengan Optimasi Layer Parsial
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Accurate classification of acne types is essential for determining the appropriate treatment. This study developed an automatic detection system based on Android using an ensemble Deep Learning approach and partial layer optimization to address the visual similarity challenges among different acne types. MobileNet and EfficientNetB0 were used as base models, then combined using majority voting and weighted averaging techniques. The dataset used consisted of 6,875 acne images that underwent prepr...
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Pemilihan Dosen Pembimbing Berdasarkan Judul Skripsi Mahasiswa menggunakan Metode Cosine Similarity
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
The process of selecting a thesis advisor that aligns the thesis topic with the advisor's area of expertise will greatly assist in the thesis preparation process for students. However, in reality, the process of determining the thesis advisor is often not based on the advisor's area of expertise. The process of determining the thesis advisor is often done manually and inefficiently, which can lead to a mismatch between the advisor's area of expertise and the student's thesis topic. From this pro...
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Pengenalan Karakter Tulisan Tangan pada Dokumen Berita Acara Bimbingan Skripsi menggunakan Preprocessing dan YOLOv8
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Handwritten character recognition is one of the challenges in the field of digital image processing, especially in academic documents such as thesis guidance minutes. This study aims to compare the performance of the YOLOv8 model in detecting handwritten characters on two types of datasets, namely original images and preprocessed images. Preprocessing is carried out through the stages of grayscale, CLAHE, Gaussian blur, adaptive thresholding Gaussian, dilation, and erosion. Labels in the preproc...
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Exploration of Chlorella Sp. Microalgae Oil Extraction Method for Biodiesel Production
Journal of Food and Agricultural Product
Vol 5
, No 2
(2025)
The decline in the availability of fossil fuels has driven the need for more sustainable alternative energy sources. Microalgae, particularly Chlorella sp., is one of the potential biomasses for biodiesel production due to its high lipid content, rapid growth, and lack of competition with food crops. This article aims to comprehensively review various methods of oil extraction from Chlorella sp. and assess their effectiveness and challenges to support the use of microalgae as a raw material for...
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The Effect of Edamame Concentration as Emulsifiers on the Physicochemical Properties of Egg-Free Cookies
Journal of Food and Agricultural Product
Vol 5
, No 2
(2025)
Cookies are defined as small-sized, low moisture bakery products known for their crispy texture and sweet flavor. The process of making cookies requires an emulsifier to produce a more compact and sturdy dough and act as a stabilizer. The emulsifier used in cookie making is egg. Standard cookie recipes often use 1 whole egg per 100–150 g of flour. However, the high cholesterol content in eggs can cause increased blood cholesterol levels, atherosclerosis, and increase the risk of coronary heart d...
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Enzymatic Biotechnology in Modifying the Functional Properties of Plant Proteins
Journal of Food and Agricultural Product
Vol 5
, No 2
(2025)
Enzymatic biotechnology offers an innovative and environmentally friendly approach to modifying the functional properties of plant proteins to support the development of value-added foods. The urgency of this research lies in the increasing need for alternative protein sources that are not only highly nutritious but also have functional characteristics suitable for the formulation of modern food products and those intolerant to animal protein. This study aims to systematically examine the role o...
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The physicochemical properties, bioactive composition, bioactivity, and food innovation based on Flacourtia inermis fruit: A narrative literature review
Witoyo, Jatmiko Eko
; Alvianto, Dikianur
; Permatasari, Nelsy Dian
; Utoro, Panggulu Ahmad Ramadhani
Journal of Food and Agricultural Product
Vol 5
, No 2
(2025)
Flacourtia inermis fruit, locally known as lobi-lobi fruit, is one of Indonesia's rare local fruits, rich in nutritional and bioactive compounds. However, the physical-chemical characteristics, bioactive composition, bioactivity, and food innovations based on the lobi-lobi fruit have not yet been comprehensively explored. So, the objective of this article is to provide a comprehensive overview of the physical-chemical characteristics, bioactive composition, bioactivity, and food innovations base...
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Implementasi Digitalisasi Pemasaran Dan Pelatihan Packaging Dalam Peningkatan Daya Saing Ekonomi Kreatif Produk D & R Snack
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
UMKM pada industri kreatif berkembang begitu pesat, tingkat literasi sangat berpengaruh terhadap tingkat pemahaman dan wawasan seseorang sehingga dapat berdampak positif dalam perkembangan ekonomi dan lingkungan tidak terkecuali pada UMKM D&R Snack. Permasalahan utama pada usaha UMKM D&R Snack adalah kurangnya pemahaman tentang digitalisasi pemasaran serta minimnya kemampuan dalam membuat packaging yang menarik calon konsumen sehingga barang yang di jual cenderung memiliki tampilan yang...
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Pelatihan Pembuatan Kosmetik Moisturizing Lipcream Sebagai Upaya Peningkatan Keterampilan Dan Kewirausahaan Bagi Siswa – Siswi Di Slb Huntap Palu
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
Kegiatan pengabdian kepada masyarakat berupa Pelatihan Pembuatan Kosmetik Moisturizing Lipcream sebagai Upaya Peningkatan Keterampilan dan Kewirausahaan bagi Siswa/i di SLB Huntap Palu telah dilaksanakan pada 5 Agustus 2025, dengan melibatkan guru-guru SLB Huntap Palu sebagai peserta. Program ini bertujuan untuk meningkatkan kompetensi guru agar mampu mengajarkan keterampilan pembuatan lipcream kepada siswa, sehingga mereka memperoleh bekal keterampilan praktis sekaligus peluang berwirausaha. Me...
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PENGARUH LATIHAN FARTLEK TERHADAP PENINGKATAN VO2MAX PADA MAHASISWI PRODI NERS TINGKAT 1 STIKES SANTA ELISABETH MEDAN TAHUN 2024
JURNAL KEPERAWATAN SISTHANA
Vol 10
, No 2
(2025)
Latihan fartlek merupakan salah satu latihan lari bervariasi yang berfokus pada kecepatan untuk meningkatkan daya tahan jantung dan paru, diantaranya adalah VO2max (volume oksigen maksimal).VO2max merupakan jumlah maksimal oksigen yang dapat dikomsumsi seseorang selama melakukan aktivitas fisik yang intens sampai akhirnya terjadi kelelahan, Kurangnya aktivitas fisik sangat mempengaruhi kebugaran tubuh seseorang yang berhubungan dengan kadar VO2max dalam tubuh. Disebut juga sebagai kekuatan aerob...
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