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KLASIFIKASI PENYAKIT DAUN TOMAT DENGAN METODE CONVOLUTIONAL NEURAL NETWORK MENGGUNAKAN ARSITEKTUR INCEPTION-V3 Nurdin, Andi; Yudha Kartika, Dhian Satria; Efrat Najaf , Abdul Rezha
JURNAL ILMIAH INFORMATIKA Vol 12 No 02 (2024): Jurnal Ilmiah Informatika (JIF)
Publisher : LPPM Universitas Putera Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33884/jif.v12i02.9162

Abstract

Tomato is an important food crop in the world, including Indonesia, which often faces leaf diseases such as mosaic virus, target spot, bacterial spot, yellow leaf curl virus, late blight, leaf mold, early blight, spider mites, and septoria leaf spot. These diseases are difficult to recognize manually, so Deep Learning technology, especially Convolutional Neural Network (CNN), is used for the classification process. This research uses Inception V3 transfer learning model and image preprocessing and data augmentation. Testing is done with various optimizers (Adam, SGD, RMS Prop) to find the best model. Tests were conducted using confusion matrix to determine the level of accuracy produced by the CNN model. The results show an accuracy of 93.8% with the optimal model using Optimizer Adam.
Pengaruh Aspek Lingkungan terhadap Kejadian Stunting Di Desa Temban Kabupaten Enrekang Zalzia, Zalzia; Nurdin, Andi; Nurlinda, Nurlinda; Zarkasyi R, Rahmat; Thasim, Sukmawati; Tabang, Syamsurijal
Jurnal Ilmiah Manusia Dan Kesehatan Vol. 6 No. 3 (2023): Jurnal Ilmiah MANUSIA DAN KESEHATAN
Publisher : FAKULTAS ILMU KESEHATAN UNIVERSITAS MUHAMMADIYAH PAREPARE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31850/makes.v6i3.2172

Abstract

Stunting masih menjadi permasalahn gizi yang dialami oleh balita didunia termasuk di Indonesia. salah satu penyebab stunting dipengaruhi oleh lingkungan seperti sanitasi, sumber air minum, dan hygiene. Tujuan penelitian ini adalah untuk mengetahui pengaruh aspek lingkungan terhadap kejadian stunting di Desa Temban. Jenis penelitian yang digunakan kuantitatif dengan menggunakan desain Cross Sectional Study. Sampel balita dalam penelitian ini sebanyak 52 orang yang diperoleh secara total sampling. Hasil penelitian ini menunjukan bahwa ada pengaruh antara sumber air minum dengan kejadian stunting pada balita, ada pengaruh sanitasi dengan kejadian stunting, serta ada pengaruh hygiene terhadap kejadian stunting pada balita. Kesimpulan studi ini adalah sumber air minum, sanitasi, dan hygiene merupakan faktor yang berhubungan dengan status stunting pada balita di Indonesia. Upaya promosi kesehatan dan kerja sama lintas sektoral dalam intervensi gizi sensitif perlu diprioritaskan untuk menekan peningkatan kasus stunting di indonesia
Strategies for Halal Product Validation and MSME Collaboration to Enhance the Competitiveness of Local Snacks in the Digital Era: Strategi Validasi Kehalalan Produk dan Kolaborasi UMKM dalam Meningkatkan Daya Saing Camilan Lokal di Era Digital Arbansyah; Rahim, Abdul; Barito, Raditya Andromeda; Nurdin, Andi; Ilham, Muhammad Fauzan Nur; Latipah, Johar
Journal of Empowerment and Community Service (JECSR) Vol. 4 No. 2 (2025): Januari
Publisher : Wadah Inovasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53622/jecsr.v4i2.356

Abstract

The rapid development of digital technology has transformed the marketing landscape for micro, small, and medium enterprises (MSMEs), particularly in the local snack industry. However, ensuring product competitiveness requires not only innovative marketing strategies but also the validation of product halalness, which is crucial for consumer trust in Indonesia. This community engagement program aimed to assist MSMEs in Samarinda in validating the halal status of their flagship products, Basreng (fried meatballs) and Sus Kering (dry choux pastry), while simultaneously strengthening collaboration for digital marketing. The method involved participatory workshops, direct mentoring, and collaborative content creation using platforms such as Instagram and Shopee. The findings indicate that halal validation was achieved through careful selection of raw materials, adherence to cleanliness standards, and transparent production processes. In addition, the collaborative approach with MSMEs fostered the creation of attractive branding and effective digital content, significantly increasing product visibility and consumer confidence. The proposed solution emphasizes the integration of halal assurance and digital marketing, which can serve as a model for other local snack MSMEs to enhance their competitiveness in the digital era.
Product Design Innovation and Branding in the Development of Risoles MSMEs: Inovasi Desain Produk dan Branding dalam Pengembangan UMKM Risoles Yulianto, Fendy; Arbansyah; Ilham, Muhammad Fauzan Nur; Atiqah, Nur Quratul Nabila; Nurdin, Andi; Bakri, Umar
Journal of Empowerment and Community Service (JECSR) Vol. 4 No. 1 (2024): November
Publisher : Wadah Inovasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53622/jecsr.v4i1.358

Abstract

Youth misbehavior, especially among Generation Z, has become an increasing social problem in the digital era. This community service aims to identify the factors that cause juvenile delinquency and assess the effectiveness of legal socialization in increasing students' legal awareness at MTs Al-Hidayah Samboja, Tanjung Harapan Village. Activities were carried out using observation and legal socialization methods, which included material presentation and interactive discussions with class IX students. The results showed that psychological, social, and subcultural factors play an important role in influencing adolescent deviant behavior. Legal socialization proved effective in improving students' understanding of the legal consequences of deviant actions and the importance of complying with social norms. In conclusion, an interactive legal education approach can increase legal awareness and help reduce the potential for juvenile delinquency, especially if supported by a conducive social environment.
Halal Validation and Product Quality as Added Value for Risoles SMEs in Samarinda City: Validasi Kehalalan dan Kualitas Produk sebagai Nilai Tambah UMKM Risoles di Kota Samarinda Ilham, Muhammad Fauzan Nur; Pranoto, Wawan Joko; Reza, Andi; Nurdin, Andi; Alam, Aksal Illal Al; Halim, Abdul
Journal of Empowerment and Community Service (JECSR) Vol. 3 No. 1 (2023): November
Publisher : Wadah Inovasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53622/jecsr.v3i1.370

Abstract

This community service initiative addresses the critical need for halal certification and quality assurance in Risoles SMEs to enhance consumer trust and market competitiveness. The study employed a mixed-method approach, combining observational analysis of production processes, ingredient validation, and stakeholder interviews. Key findings reveal that rigorous halal validation of raw materials (e.g., mayonnaise, cheese, and frying oil) and hygiene-compliant production practices significantly improved consumer confidence. Post-intervention sales increased by 35%, attributed to transparent halal labeling and quality guarantees. The proposed solution includes standardized halal documentation frameworks and continuous quality control training for SMEs. These efforts align with Indonesia’s growing demand for halal-certified food products, offering a replicable model for similar SMEs.