Claim Missing Document
Check
Articles

Found 39 Documents
Search

Improving Classification Accuracy of Local Coconut Fruits with Image Augmentation and Deep Learning Algorithm Convolutional Neural Networks (CNN) Usman, Usman; Yunita, Fitri; Ridha, Muh. Rasyid
Journal of Applied Data Sciences Vol 6, No 1: JANUARY 2025
Publisher : Bright Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/jads.v6i1.389

Abstract

Local coconut varieties must be classified to maintain the quality and genetic diversity of coconuts as the main commodity in Indonesia's largest coconut-producing region. This study introduces a deep learning module for improved classification of coconuts, using color jitter as part of a data augmentation strategy to supplement the existing dataset and utilizing well-known CNN-based models like VGG16 for image analysis, with a focus on the needs of future research. The goal is to improve the classification accuracy of local coconut varieties through deep learning. We investigate both data augmentations and EDA, and we use VGG-16-based CNN models to enhance the classification performance. We used a confusion matrix for the model evaluation, containing metrics like accuracy, precision, recall, and f1-score. Results reveal that a color jitter augmentation model attained a training accuracy of 99.12%, testing accuracy of 97.33%, and validation accuracy of 97.33%. Model exploration using VGG16, on the other hand, improved all three: training accuracy—99.87%, testing accuracy—98.77%, and validation accuracy—98.97% average F1-score: 99%. Our research contributes massively to providing the best automatic classification method that will benefit and help farmers shorten their jobs while promoting economic growth in trading effectively across Indonesian regions. Its novelty is in combining image augmentation and CNNs, concerning the VGG16 model, showing better.
Nilai-Nilai Pembelajaran Sejarah Masyarakat Adat Kajang: Studi Etnografi Nilai Falsafah Pasang Ri Kajang Amirullah, Amirullah; Ridha, Muh. Rasyid; Wati, Fitra Widya; Kabubu, Rusmala Dewi; Sumardin, Oschar
Jambura History and Culture Journal Vol 7, No 2 (2025): Juli
Publisher : Universitas Negeri Gorontalo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37905/jhcj.v7i2.31791

Abstract

Pasang ri Kajang is a philosophy of life embraced by the Ammatoa Kajang indigenous community in Bulukumba, South Sulawesi. This concept not only governs social and cultural aspects but also serves as a guideline for maintaining balance between humans and nature. This study employs a qualitative research method with an ethnographic approach to explore the meaning and practice of Pasang ri Kajang in the daily lives of the Kajang people. Data were collected through direct observation, in-depth interviews with traditional leaders, and analysis of relevant documents and literature. The findings reveal that Pasang ri Kajang plays a crucial role in shaping collective identity, customary legal systems, and environmental sustainability. Values such as simplicity, honesty, and harmony with nature form the core of this philosophy. This study provides insight into how traditional value systems persist amid modernization and their relevance in development planning based on local wisdom.
PANTANGAN DAN LARANGAN DALAM KEHIDUPAN MASYARAKAT KAJANG: ANALISIS ETNOGRAFI TERHADAP NILAI BUDAYA Amirullah; Sarna Pasawin; Ridha, Muh. Rasyid; P, Stefanny Datu; Arif , Muh. Al Awwal Ilham Wal
Sipakainge: Inovasi Penelitian, Karya Ilmiah, dan Pengembangan (Islamic Science) Vol 3 No 9 (2025): Sipakainge Edisi Khusus: Pendidikan (September)
Publisher : IAIN Parepare

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35905/sipakainge.v3i1.13464

Abstract

This research examines the abstinence and prohibition system of the Kajang community in South Sulawesi, analyzing its form, meaning, cultural value, and role in maintaining social order and cultural identity. Descriptive qualitative method with ethnographic approach was used through literature study and observation to understand the resilience of customary rules in the midst of modernization. The results show that customary taboos cover aspects of life such as dress code, social interaction, natural resource management, and rituals, with philosophical values of simplicity, equality, obedience, and natural harmony. The Ammatoa's central role as customary leader is key to maintaining the continuity of this value system through norm enforcement and intergenerational transmission. In conclusion, the customary abstinence system functions as an effective instrument of social regulation, as well as a protector of cultural identity. This research confirms the importance of local wisdom in shaping sustainable communities with strong identities amidst global changes. The findings provide a perspective on the relevance of tradition preservation as a foundation of cultural resilience.
PERANCANGAN SISTEM INFORMASI MANAJEMEN PERCETAKAN SENDIKO BERBASIS WEBSITE Muhammad Rahir, Galing; Rasyid Ridha, Muh.
TEKNOFILE : Jurnal Sistem Informasi Vol. 2 No. 6 (2024): Juni 2024
Publisher : PT. ZIVANA CENDEKIAWAN BANGSA

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

Abstract

Penelitian ini bertujuan untuk merancang sistem informasi manajemen percetakan Sendiko berbasis website. Permasalahan utama yang diatasi adalah kurangnya efisiensi dalam manajemen data pesanan, pelanggan, dan produksi yang sebelumnya dilakukan secara manual. Metodologi penelitian menggunakan metode perancangan sistem terstruktur, meliputi analisis kebutuhan, perancangan, implementasi, dan pengujian sistem. Sistem informasi yang dikembangkan mencakup fitur utama seperti pengelolaan data pengguna, data barang dan stok, data penjualan, pembayaran, monitoring status produksi, serta pelaporan keuangan dan operasional. Perancangan yang dilakukan akan menggunakan metode UML yang memuat use case diagram, activity diagram, sequence diagram, dan class diagram. Hasil penelitian menunjukkan bahwa sistem informasi yang dihasilkan mampu meningkatkan efisiensi operasional dan akurasi data di percetakan Sendiko. Kesimpulannya, implementasi sistem informasi manajemen berbasis website di percetakan Sendiko terbukti efektif dalam meningkatkan kualitas layanan dan manajemen operasional.
IMPLEMENTATION OF E-COMMERCE WEBSITE AT JATI COFFEE SHOP IN TEMBILAHAN: IMPLEMENTATION OF E-COMMERCE WEBSITE AT JATI COFFEE SHOP IN TEMBILAHAN Yuli Prasetyo, Dwi; Yunita, Fitri; Rasyid Ridha, Muh.; Usman Usman; Thaher, Syafrizal; Muhammad
JURNAL PERANGKAT LUNAK Vol 7 No 2 (2025): Jurnal Perangkat Lunak
Publisher : Indragiri Islamic University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32520/jupel.v7i2.4158

Abstract

Industri kedai kopi telah berkembang cukup pesat. Kebiasaan bersosialisasi mendorong industri kedai kopi untuk meningkatkan layanan demi kepuasan pelanggan. Kualitas layanan, produk, dan pengalaman pemasaran secara signifikan mempengaruhi kepuasan pelanggan. Inovasi menjadi faktor penting dalam lingkungan yang kompetitif dan menawarkan manfaat potensial dalam menghasilkan konsep baru, mengembangkan prosedur baru, meluncurkan produk baru, dan meningkatkan kondisi bisnis yang ada. Manfaat-manfaat ini dapat mengarah pada peningkatan produktivitas, efisiensi, penjualan, dan tenaga kerja. Meskipun demikian, inovasi dapat menimbulkan risiko bagi bisnis, sehingga manajemen inovasi yang efisien sangat penting untuk mengurangi risiko ini. Manajemen inovasi memerlukan pemantauan yang berkelanjutan terhadap upaya dan proses inovasi, sambil memastikan pelaksanaannya yang efektif. Studi ini akan mengeksplorasi bagaimana manajemen inovasi dapat diimplementasikan dalam kerangka kerja perusahaan, dengan menggunakan teori dan contoh-contoh dari literatur saat ini. Pembahasan meliputi kerangka kerja audit inovasi, pengaruh inovasi terhadap strategi manajemen sumber daya manusia, pendekatan inovasi terbuka, pengukuran manajemen inovasi, dan studi kasus dalam inisiatif produk dan sistem yang rumit. Hasil penelitian menunjukkan bahwa inovasi terbuka dan sistem manajemen terintegrasi adalah dua jenis inovasi organisasi yang sangat meningkatkan keberhasilan, dan industri tempat perusahaan beroperasi dapat mempengaruhi kecenderungan inovasinya.
SISTEM INFORMASI E-KASIR PADA CAFE UNICO TEMBILAHAN Rozi, M. Sahrul; Ridha, Muh. Rasyid; Usman, Usman; Aditia, Febri
Jurnal Informatika dan Teknik Elektro Terapan Vol. 12 No. 3S1 (2024)
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jitet.v12i3S1.5300

Abstract

Currently, many cashier systems still use manual or traditional methods, which can waste customers' time, especially those in a hurry. Mistakes in calculating total expenditure can also be detrimental to restaurants and customers. Therefore, the latest innovations have made the calculation process at the cashier faster and more efficient. This information system was designed using the System Development Life Cycle (SDLC) method with the Waterfall model. The implementation uses the PHP programming language and XXAMP and MySql web servers for database management. The E-Cashier system offers many benefits for companies, such as making it easier to monitor current product data, speeding up the buying and selling process, processing financial reports at the cashier, and helping with archiving financial data. The conclusion of this research shows that E-Kasir is very useful for business people.
Budidaya Ikan Lele Kolam Tanah Sebagai Usaha Menguntungkan Di Desa Bontolangkasa Utara Hidayah, Nur; Awalia, Rahnma; Ridha, Muh Rasyid; Suhaeb, Firdaus W; Ridho, M Yunasri
Humanis Vol 24, No 2 (2025): Juli-Desember
Publisher : Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26858/humanis.v24i2.78468

Abstract

Penelitian ini bertujuan menganalisis praktik budidaya ikan lele di kolam tanah sebagai usaha menguntungkan di Desa Bontolangkasa Utara, Kecamatan Bontonompo, Kabupaten Gowa. Metode yang digunakan adalah deskriptif kualitatif melalui observasi, wawancara, dan dokumentasi. Hasil penelitian menunjukkan bahwa penggunaan pakan lokal dan pengelolaan air yang baik mampu menekan biaya produksi dan meningkatkan pertumbuhan ikan. Rata-rata pembudidaya memperoleh keuntungan bersih Rp2.000.000–Rp3.000.000 per siklus panen. Selain meningkatkan pendapatan, kegiatan ini juga memperkuat kerja sama masyarakat melalui kelompok usaha bersama. Dengan demikian, budidaya lele kolam tanah berpotensi menjadi model ekonomi pedesaan yang berkelanjutan.Abstract. This study aims to analyze catfish farming practices in earthen ponds as a profitable business in Bontolangkasa Utara Village, Bontonompo District, Gowa Regency. The research used a descriptive qualitative method through observation, interviews, and documentation. The results showed that the use of local feed and proper water management reduced production costs and improved fish growth. On average, farmers gained a net profit of IDR 2,000,000–3,000,000 per harvest cycle. Besides increasing income, this activity strengthened community cooperation through joint business groups. Therefore, earthen pond catfish farming has the potential to become a sustainable model for rural economic development.
Religious-Based Maritime Education for the Introduction of Bugis- Makassar Marine Traditions and Culture at SD 82 Pattene Maros Rifal; Dyan Paramitha Darmayanti; Ahmadin; Muh. Rasyid Ridha; Hasni
Society : Jurnal Pengabdian Masyarakat Vol. 4 No. 6 (2025): November
Publisher : Edumedia Solution

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55824/yzecgv19

Abstract

This community engagement program titled “Religious-Based Maritime Education for Introducing Bugis-Makassar Sea Traditions and Culture at SD 82 Pattene Maros” was conducted in response to the declining awareness of local maritime traditions among young students due to modernization and limited exposure to cultural and religious values in formal education. The community partners—teachers and students in a coastal primary school—faced challenges in integrating local maritime knowledge and spiritual values into daily learning. To address this, the team designed a participatory-educative approach by developing a thematic module combining Islamic moral teachings with Bugis-Makassar maritime traditions such as sailing, fishing, and coastal rituals. The implementation took place one week before the Haul Akbar of Tarekat Khalwatiyah Samman, a local religious event, to strengthen students’ understanding of spirituality, community solidarity, and cultural heritage. Activities included classroom learning, storytelling, field observation at coastal areas, and reflection sessions guided by teachers and community leaders. The results showed significant improvements in students’ enthusiasm, religious character, social cooperation, and ecological awareness. They demonstrated greater respect for local culture, care for the marine environment, and appreciation of their Bugis-Makassar identity. This program concludes that integrating religious and maritime education effectively preserves local wisdom while fostering moral and cultural character formation among coastal students in Indonesia.
Kesehatan Di Nusantara Pada Masa VOC Dan Hindia Belanda: Sebuah Tinjauan Historis Nabila Bintang Maharani; Andi Aildah Putri Fadhillah; Rusmala Dewi Kabubu; Muh. Rasyid Ridha; Fitra Widya Wati
Menulis: Jurnal Penelitian Nusantara Vol. 1 No. 12 (2025): Menulis - Desember
Publisher : PT. Padang Tekno Corp

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59435/menulis.v1i12.788

Abstract

Fokus kesehatan pada masa kolonial hanya pada kalangan orang-orang Eropa saja. Masyarakat Nusantara tidak tersentuh oleh layanan kesehatan pada masa itu. Fokus pembahasan dalam tulisan ini adalah bagaimana perkembangan kesehatan di Nusantara, khususnya pada masa kolonial dan apa tantangan dan upaya yang dilakukan pemerintah kolonial dalam menghadapi problem kesehatan pada masa itu. Tulisan ini menggunakan metode penelitian sejarah, dengan berfokus pada empat tahapan, yaitu heuristik, kritik, interpretasi, dan historiografi. Metode ini berhasil menjawab permasalahan utama dalam tulisan ini. Revolusi kesehatan ditandai dengan masuknya vaksin, penggunaan kina, dan berkembangnya ilmu kedokteran pada masa itu. Meskipun terjadi revolusi di bidang kesehatan, pada masa ini ada tantangan yang dihadapi Pemerintah Kolonial, khususnya dalam bidang kesehatan. Wabah penyakit seperti cacar mulai masuk ke wilayah Jawa pada tahun 1644. Langkah yang diambil Pemerintah Kolonial pada masa itu adalah dengan menggunakan metode variolasi. Pada masa pemerintahan VOC, para dokter Eropa menghadapi kesulitan besar dalam menangani berbagai penyakit tropis yang merebak di wilayah Nusantara. Ketidaktahuan mereka akan iklim tropis serta penyebab utama penyakit membuat tingkat kematian tetap tinggi hingga penghujung abad ke-18. Tenaga medis kolonial mulai memanfaatkan pengetahuan lokal dengan pendekatan tradisional.