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Strawberry Plant Diseases Classification Using CNN Based on MobileNetV3-Large and EfficientNet-B0 Architecture Pramudhita, Dyah Ajeng; Azzahra, Fatima; Arfat, Ikrar Khaera; Magdalena, Rita; Saidah, Sofia
Jurnal Ilmiah Teknik Elektro Komputer dan Informatika Vol. 9 No. 3 (2023): September
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26555/jiteki.v9i3.26341

Abstract

Strawberry is a plant that has many benefits and a high risk of being attacked by pests and diseases. Diseases in strawberry plants can cause a decrease in the quality of fruit production and can even cause crop failure. Therefore, a method is needed to assist farmers in identifying the types of diseases in strawberry plants. Currently, there are many methods to assist farmers in identifying types of disease in plants, including strawberry plants. In this study, a system is proposed to be able to detect strawberry plant diseases by classifying the disease based on healthy and diseased strawberry leaf images. The proposed system is the Convolutional Neural Network (CNN) algorithm using MobileNetV3-Large and EfficientNet-B0 models to train pre-processed datasets. The results of this study obtained the best accuracy reaching 92.14% using the MobileNetV3-Large architecture with the hyperparameter optimizer RMSProp, epochs 70, and learning rate 0.0001. The percentage of the evaluation model using MobileNetV3-Large for precision, recall, and F1-Score achieved 92.81%, 92.14%, and 92.25%.  Whereas in the EfficientNet-B0 architecture, the best accuracy results only reach 90.71% with the hyperparameter optimizer Adam, 70 epochs, and a learning rate of 0.003. Then, the precision, recall, and F1-scores for EfficientNet-B0 reached 92.65%, 90.00%, and 90.37%. Overall, it presents fairly good results in classifying strawberry leaf plant disease. Furthermore, in future work, it needs to obtain higher accuracy by generating more datasets, trying other augmentation techniques, and proposing a better model.
The effect of Maqasid Al-Shariah towards youth motivation to become entrepreneur in Indonesia Baharuddin, Gunawan; Riskarini, Dian; Widyastuti, Sri; Azzahra, Fatima
International Journal of Financial, Accounting, and Management Vol. 6 No. 4 (2025): March
Publisher : Goodwood Publishing

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35912/ijfam.v6i4.2598

Abstract

Purpose: The article emphasizes the role of maqasid al-shariah as youth motivation towards the intention to be an entrepreneur. Method: This study is a quantitative research that collects data from 556 students across Indonesia and analyzes it through the Smart PLS statistical program to obtain results in both factor/indicator measurement and path analysis measurement. Results: The study found that maqasid al-shariah significantly affects the youth’s intention to become entrepreneurs. The sequence of the five maqasid al-shariah indicators, from the most dominant influence, is progeny, wealth, intellect, soul, and faith. Conclusions: This research provides valuable insight into the impact of Islamic principles, especially the Maqasid al-Shariah framework, on shaping entrepreneurial interests among university students. The emphasis on progeny and wealth reflects a dual commitment to maintaining family financial stability and contributing to community welfare through charitable efforts. Limitations: This study focuses solely on university students in Indonesia, potentially limiting the generalizability of the findings to other demographic groups. Additionally, reliance on self-reported data may introduce response or social desirability biases. Future research should adopt longitudinal approaches and more diverse samples to improve external validity.   Contribution: This study enriches research on maqasid al-shariah as a framework shaping religious motivation for entrepreneurship, an area that has not been widely explored. The findings also have implications for public policy and education, suggesting the integration of Islamic values into university curricula to enhance entrepreneurial character.
Sosialisasi Menabung Sejak Dini dalam Upaya Meningkatkan Minat Menabung untuk Anak-Anak di Kampung Mongol-Bogor Azzahra, Fatima; Kesya, Devina; Rahmadina, Radisya; Lailatul Q, Annisa; Nabillah, Ukhfi; Alfaussi, Yusuf; Nur S, Fadiya
Capacitarea : Jurnal Pengabdian Kepada Masyarakat Vol. 3 No. 2 (2023)
Publisher : Universitas Pancasila

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35814/capacitarea.2023.003.02.09

Abstract

Kampung Mongol merupakan salah satu kampung yang terletak di tengah Kota Bogor tepatnya di Jalan Pakuan, Kelurahan Tegallega, Kecamatan Bogor Tengah, yang berdekatan dengan Universitas Pakuan . Hampir seluruh masyarakat yang tinggal disini mata pencaharian mereka sebagai pengemis, pengamen, pemulung dan buruh harian lepas. Anak- anak yang tinggal disini pun banyak yang putus sekolah akibat keterbatasan biaya. Walaupun biaya pendidikan dari Sekolah Dasar hingga Sekolah Menengah Atas sekarang sudah diberlakukan gratis namun tetap saja mereka terpaksa putus sekolah dikarenakan faktor ekonomi dan sekaligus harus membantu orang tuanya di pinggir jalan. Oleh karena itu kami tim KKN Fakultas Ekonomi dan Bisnis Universitas Pancasila melakukan sosialisasi menabung oleh anak-anak usia dini. Dengan menabung dapat bermanfaat untuk masa depan mereka,jika menabung sedikit demi sedikit mereka bisa melanjutkan pendidikan. Selain itu kami memberikan motivasi kepada anak-anak untuk tetap semangat dan tidak putus asa untuk tetap mengejar cita-cita mereka setinggi langit.
Empowerment of the Environment Through the Utilization of Organic Waste as Raw Material for Organic Fertilizer Production in Pandan Wangi Village Makki, Muhammad; Hawarikatun, Baiq; Safitri, Dwi; Rizky Anjani, Alifiya; Azwari, Mila; Pratama, Sanjaya; Azzahra, Fatima; Farid Irfansyah, Muhammad; Adellya, Putri; Reihan Pratama, Rio; Mukarom, Amar
Unram Journal of Community Service Vol. 6 No. 2 (2025): June
Publisher : Pascasarjana Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/ujcs.v6i2.1031

Abstract

The use of fertilizers plays an important role in increasing agricultural productivity. However, long-term dependence on chemical fertilizers poses a risk of reducing soil fertility, causing nutrient imbalances, and leading to the accumulation of chemical residues that negatively impact the soil ecosystem. Pandan Wangi Village, which develops the agricultural and livestock sectors side by side, still faces challenges in managing organic waste. This condition leads to environmental pollution and a high dependence on chemical inputs in agriculture. This program aims to reduce the use of chemical fertilizers by utilizing livestock waste as a raw material for organic fertilizers, which can enhance soil fertility and reduce environmental impacts. This activity involves socialization and training to improve the knowledge and skills of the community in independently producing organic fertilizers. This program is expected to provide long-term benefits for agricultural productivity and empower communities towards a more sustainable and environmentally friendly agricultural system.
PENGARUH SELF EFFICACY DAN DUKUNGAN SOSIAL TERHADAP SELF REGULATED LEARNING DI SMA N 1 TELUKJAMBE Hemasti, Randwitya Ayu Ganis; Sadijah, Nur Ainy; Azzahra, Fatima; Khoirunnisa, Khansa
Jurnal Review Pendidikan dan Pengajaran Vol. 7 No. 4 (2024): Special Issue Vol. 7 No. 4 Tahun 2024
Publisher : LPPM Universitas Pahlawan Tuanku Tambusai

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

Abstract

Siswa SMA dalam tahap perkembangannya digolongkan sebagai masa remaja. Menurut Santrock (2011) ada beberapa masalah yang dialami remaja dalam memenuhi tugas-tugas perkembangan pada masa remaja, yaitu masalah pribadi dan masalah khas remaja. Remaja masa kini banyak sekali mendapatkan tekanan-tekanan mulai dari kondisi lingkungan dan sosial budaya serta perkembangan diri dari remaja itu sendiri. Penelitian ini bertujuan untuk mengetahui pengaruh self efficacy dan dukungan sosial terhadap self regulated learning SMA N 1 Telukjambe Barat. Dalam penelitian ini terdapat tiga variabel, yaitu self regulated learning, dukungan sosial, dan self regulated learning. Hipotesis mayor penelitian ini adalah Ada self efficacy dan dukungan sosial terhadap self regulated learning SMA N 1 Telukjambe Barat. Self Efficacy adalah suatu strategi belajar dimana siswa secara metakognitif mempunyai motivasi atau dorongan untuk belajar dan berpartisipasi aktif dalam proses belajar mandiri. Schunk dan Zimmerman (dalam Eggen & Kauchak, 2007) menyatakan individu yang menggunakan pikiran serta tindakan untuk mengidentifikasi tujuan dan mengembangkan strategi agar lebih mudah mengerti dan memonitor perkembangan hasil belajar yang telah didapatkan merupakan individu yang memiliki regulasi diri. Jumlah sampel yang digunakan sebanyak 134 siswa di SMA N 1 Telukjambe Barat. Menggunakan metode purposive sampling. Analisis dalam penelitian ini menggunakan analisis regresi berganda dengan menggunakan SPSS 22.0. Berdasarkan nilai koefisien determinasi diperoleh bahwa pengaruh efikasi diri dan dukungan sosial terhadap self regulated learning (SRL) sebesar 29% dimana 71% sisanya dipengaruhi oleh varibael lain yang tidak termuat dalam peneitian ini.
MENDETEKSI INDIKASI FINANCIAL STATEMENT FRAUD DENGAN METODE F-SCORE MENGGUNAKAN MODEL FRAUD TRIANGLE Chasbiandani, Tryas; Azzahra, Fatima; Fujianti, Lailah
Jurnal Ilmiah Akuntansi Pancasila (JIAP) Vol. 4 No. 1 (2024): Maret
Publisher : Fakultas Ekonomi dan Bisnis Universitas Pancasila

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35814/jiap.v4i1.6408

Abstract

This research was conducted to analyze the influence of fraud triangle in detecting the effect of fraud triangle in detecting financial statement fraud. The variables in the fraud triangle used are financial stability (ACHANGE), external pressure (LEV) and financial target (ROA) using the F-Score method. The population of this study is manufacturing companies with consumer goods subsectors listed on the Indonesia Stock Exchange (IDX) for the 2018-2022 period. The sample technique used was purposive sampling and obtained 32 companies. This study used panel data regression analysis method and was processed using Eviews 13. The results of this study reveal that external pressure and financial targets have a significant positive effect on financial statement fraud. While financial stability does not affect financial statement fraud
Advances in Thin Film Technology for Flexible Display Applications Azzahra, Fatima; Ahmed, Dina; Kamal, Mai
Research of Scientia Naturalis Vol. 1 No. 5 (2024)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/scientia.v1i5.1582

Abstract

The rapid growth of flexible display technologies has spurred significant advancements in thin film technology. These innovations are crucial for developing lightweight, durable, and versatile display solutions that can be integrated into various applications, from consumer electronics to wearable devices. This study aims to investigate recent advancements in thin film technologies specifically tailored for flexible display applications. The focus is on identifying key materials and fabrication techniques that enhance performance and flexibility. A comprehensive review of current literature was conducted, analyzing various thin film materials, including organic light-emitting diodes (OLEDs), organic photovoltaics (OPVs), and flexible substrates. The performance metrics of these materials were evaluated based on criteria such as flexibility, transparency, and electrical conductivity. The findings reveal that the integration of novel materials, such as graphene and silver nanowires, significantly improves the electrical and mechanical properties of thin films. Enhanced flexibility and durability were observed in displays utilizing these advanced materials, leading to improved performance in real-world applications. This research highlights the critical role of thin film technology in advancing flexible display applications. The integration of innovative materials and techniques is essential for overcoming current limitations, paving the way for the next generation of flexible and efficient display solutions. Continued exploration in this field will drive further innovations and expand the potential applications of flexible displays.
Pengaruh Pengalaman Belajar Pendidikan Kewirausahaan Dan Self Efficacy Terhadap Minat Berwirausaha Mahasiswa Program Studi Pendidikan IPS Azzahra, Fatima
Jurnal Dialektika Pendidikan IPS Vol. 2 No. 3 (2022)
Publisher : Program Studi S1 Pendidikan IPS, Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26740/penips.v2i3.49111

Abstract

Utilization of Banana Leaves for Environmentally Friendly Crafts as an Effort to Reduce Organic Waste in Kaujon, Serang, Banten Nabila, Dewi Alimah Alya; Melati, Intan; Salsabilah, Amirah Puti; Azzahra, Fatima; Fitroh, Nur Santika; Fitriana, Desi Eka Nur
Jurnal Biologi Tropis Vol. 25 No. 4b (2025): Special Issue
Publisher : Biology Education Study Program, Faculty of Teacher Training and Education, University of Mataram, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jbt.v25i4b.10451

Abstract

Banana leaching waste is one of the abundant organic waste in Indonesia but has not been used optimally. In fact, this material has the potential to be an economically valuable and environmentally friendly resource. This research aims to find out the form of utilization and treatment techniques of banana peel waste as basic materials for handicrafts and to examine its development potential in improving the welfare of the people in Kaujon, Serang, Banten. The method used is qualitatively descriptive with a purposive sampling approach. Data was collected through interviews, observations, and documentation of banana peelers at the Main Source of Craft Indonesia, then descriptively analyzed. Research results show that craftsmen use two types of banana leaches, namely Pisang Kepok (Musa Paradisiaca Var. Balbisiana colla) and Pisang Klutuk (Musa balbisiana Colla), with kepok types, are more dominant because the fibers are strong and easy to process. The products produced include flower vases, piggy banks, bedclothes, tissue boxes, and flower decorations. This utilization has a positive impact on the economy by increasing the income of craftsmen, as well as on the social by fostering independence and environmental awareness of the community. Banana leaching waste treatment in Kaujon, Serang, Banten is effective in reducing organic waste as well as opening up new economic opportunities, thus contributing to environmental conservation and sustainable development based on local potential.