Claim Missing Document
Check
Articles

Found 18 Documents
Search

Convolutional Neural Network Implementation in BISINDO Alphabet Sign Language Recognition System Kinanti, Aning Aning; Maulana, Donny; Edora, Edora
IJNMT (International Journal of New Media Technology) Vol 11 No 1 (2024): IJNMT (International Journal of New Media Technology)
Publisher : Universitas Multimedia Nusantara

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31937/ijnmt.v11i1.3629

Abstract

This research develops a system for recognizing finger spelling gestures in Indonesian Sign Language (BISINDO) using Convolutional Neural Network (CNN). The objective of this research is to apply the Convolutional Neural Network (CNN) method to the BISINDO finger spelling gesture recognition system to improve its accuracy. The method employed is Convolutional Neural Network (CNN), an effective method for processing image data for pattern recognition. Based on the test results, the system demonstrates that the developed CNN model is capable of recognizing BISINDO finger spelling gestures with an accuracy of 97.5%. This indicates that the BISINDO finger spelling gesture recognition system performs well in pattern recognition. The implementation of the system for real-time prediction via a web interface using Flask also enhances its accessibility. However, there is still room for improvement, particularly in recognizing one of the 26 letters that has not been predicted accurately. For further development, it is recommended to consider collecting a larger dataset and incorporating more complex gesture variations to improve recognition accuracy.
Classification of Production Machine Spare Part Stock Data Request Needs Using The K-Nearest Neighbor Method Yansyah, Hamdi; Fauziah, Sifa; Maulana, Donny
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1878

Abstract

Spare parts encompass various items that are offered, owned, utilized, or consumed to fulfill consumer desires and requirements. This research implements the K-Nearest Neighbor algorithm on a test dataset consisting of 100 data objects, resulting in a novel classification perspective. The study includes a comprehensive model evaluation process involving Cross Validation on both training and testing datasets, comprising 1000 records with 36 critical and 64 non-critical outcomes. Performance assessment and testing utilizing the RapidMiner Studio application yield optimal results under various modeled scenarios. The accuracy of this algorithm model stands at 98.00%, with a standard deviation of +/- 4.00%.
SISTEM INVENTARIS TRANSFORMATIF: MEMANFAATKAN BLOCKCHAIN DAN LARAVEL DI PT. MANDIRI PLASTINDO sanjay, sanjay; Maulana, Donny; Kurniadi, Nanang Tedi
IDEALIS : InDonEsiA journaL Information System Vol 7 No 2 (2024): Jurnal IDEALIS Juli 2024
Publisher : Universitas Budi Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36080/idealis.v7i2.3195

Abstract

Transformative Inventory System: Utilizing Blockchain and Laravel at PT. Mandiri Plastindo The aim of this research is to develop and execute a system. Transformative Inventory utilizes Blockchain technology and the Laravel framework at PT. Mandiri Plastindo. The problem raised is efficiency and reliability in inventory management which can be improved through the application of the latest technology. The proposed Waterfall model SDLC method involves developing a Blockchain-based system to secure and track inventory changes in a transparent and immutable manner. The Laravel framework is used to build application platforms that are user-friendly and easy to develop. A web-based application is the result of this research. allows PT. Mandiri Plastindo to efficiently manage their inventory by increasing speed, security and reliability. With Blockchain technology, inventory data can be clearly verified and cannot be manipulated, increasing trust and transparency in the inventory management process. The conclusion of this research is that implementing a transformative inventory system using Blockchain and Laravel can provide important benefits for businesses, including increased operational effectiveness, increased security of information and more openness in inventory management. The existence of an inventory system can make it easier to handle data on incoming and outgoing goods. Apart from that, it can speed up searching for stock and making stock reports. In addition, you can attach accurate stock reports. As a result, companies can optimize their business processes and achieve better overall performance
SISTEM INFORMASI PENGOLAHAN DATA JEMAAT GEREJA HKBP CIKARANG KOTA BERBASIS WEBSITE Simanjuntak, Antonius; Maulana, Donny; Widodo, Edy
IDEALIS : InDonEsiA journaL Information System Vol 7 No 2 (2024): Jurnal IDEALIS Juli 2024
Publisher : Universitas Budi Luhur

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36080/idealis.v7i2.3237

Abstract

The web-based church congregation information system has become a modern solution that makes it easier for churches to manage congregation data and church activities more efficiently and organized. This research reviews the implementation of the church congregation information system in HKBP Cikarang City which previously used manual methods with notebooks. The main problem faced is the limitations of manually managing congregational data which often results in inaccurate data and operational inefficiencies. By implementing a web-based information system using the Waterfall method, this research aims to increase the efficiency and accuracy of congregation data management. The research results show that the information system developed is able to increase the accuracy of congregational data and reduce data management time by up to 60%, while increasing data accessibility for church administrators. These findings provide support that the implementation of a web-based information system can provide an effective solution to overcome the challenges of managing congregational data faced by HKBP Cikarang City. This system can be adapted and applied to other churches that have similar needs, thereby increasing the efficiency and accuracy of congregation data management in various churches.
Impact of Rapid Application Development (RAD) Methodology on Web-Based Production Report Information System Development: A Case Study at PT. Nichias Metalwork Indonesia Maulana, Donny; Amali, Amali
Proceeding International Pelita Bangsa Vol. 1 No. 01 (2023): September 2023
Publisher : DPPM Universitas Pelita Bangsa

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

Abstract

In general, production management involves a variety of jobs where specialists in management can express their judgment. Due to ongoing Due to ongoing company challenges, challenges, the production section's data input procedure still utilizes paper forms that are physically filled out and then collected at the PT. Nichias Metalwork Indonesia. Because they have to take the report form on the supervisor's desk, it is more difficult for the admin to enter data. Rapid Application Development (RAD) is the name of the research methodology that was employed. This approach emphasizes realizing the era of quick software development where the model is created early to define user needs. The mechanism for producing reports was developed. The objective of this study is to develop and build a production report information system to streamline the process of entering and reporting production at PT. Nichias Metalwork Indonesia to in there to reduce the disparity between output and inventory.
Pemanfaatan Teknologi ChatGPT Meningkatkan Keterampilan Komunikasi dan Keterlibatan Rukun Tetangga RT 07 RW 08 Maulana, Donny; Budiarto, Eko; Putra, Maha; Nurhidayanti, Nisa; Amali, Amali
Jurnal Pelita Pengabdian Vol. 1 No. 2 (2023): July
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/jpp.v1i2.2383

Abstract

Pemanfaatan teknologi dalam kegiatan Rukun Tetangga (RT) dapat meningkatkan efektivitas komunikasi dan keterlibatan warga. Salah satu teknologi yang dapat dimanfaatkan adalah chatbot, seperti ChatGPT, yang dapat mempercepat proses komunikasi dan memudahkan warga dalam memperoleh informasi yang dibutuhkan. Penelitian ini bertujuan untuk menguji pemanfaatan teknologi ChatGPT sebagai sarana komunikasi efektif dan cepat dalam meningkatkan keterlibatan dan keterampilan warga RT 07 RW 08 di Desa Jayamukti, Kecamatan Cikarang Pusat. Metode yang digunakan adalah pelatihan dan pengujian terhadap warga RT. Hasil penelitian menunjukkan bahwa penggunaan teknologi ChatGPT dapat meningkatkan keterlibatan dan keterampilan warga RT dalam menjalankan tugas-tugas di lingkungan sekitar.
Tata Kelola Tempat Ibadah di Era Industri 5.0 “ Sistem, Strategi dan Manajemennya” PKM : Dewan Kemakmuran Masjid ( DKM ) Al Ikhlas Selosia Kab. Bekasi Maulana, Donny; Nawangsih, Ismasari; Ismamudi, Ismamudi; Kurniadi, Nanang Tedi; Budiarto, Eko
Jurnal Pelita Pengabdian Vol. 2 No. 1 (2024): Januari
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/jpp.v2i1.3141

Abstract

Permasalahan prioritas yang dihadapi DKM Al Ikhlas adalah : 1) Permasalahan Kualitas Jama’ah. 2) Permasalahan Manajemen dan Organisasi, 3) Permasalahan Motivasi Belajar, dan 4) Permasalahan Teknologi Sistem informasi manajemen. Tujuannya adalah meningkatnya kompetensi Jama’ah, manajemen DKM Al Ikhlas mampu meningkatkan tata kelola DKM Al Ikhlas yang efektif dan efisien, meningkatnya semangat bidang akademik dan non akademik, serta mampu menerapkan aplikasi sistem informasi manajemen dengan teknologi Informasi. Metode pendekatan yang digunakan untuk mencapai target luaran ditetapkan, yaitu : Pelatihan, Bimbingan/Konsultasi, Pendampingan, Fasilitasi dan Mediasi DKM Al Ikhlas. Selain itu Tim juga menentukan prosedur, langkah – langkah solusi dalam pemecahan masalah, dan didalam pelaksanaan program akan melibatkan pakar – pakar dalam bidangnya yang berpengalaman dalam pengelolaan DKM Al Ikhlas yang efektif dan efisien
P Pelatihan Menggunakan Canva Untuk Meningkatkan Kreatifitas Design Grafis Pada Madrasah Ibtidaiyah Al-Khoiriyah.: Pelatihan Menggunakan Canva Untuk Meningkatkan Kreatifitas Design Grafis Pada Madrasah Ibtidaiyah Al-Khoiriyah. Nawangsih, Ismasari; Purnamasari, Pupung; Maulana, Donny; Maulana Majid, Annisa; Budiarto, Eko; Tri Pranoto, Gatot
Jurnal Pelita Pengabdian Vol. 2 No. 2 (2024): Juli 2024
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/jpp.v2i2.4710

Abstract

The development of creativity and teaching and learning activities for students and teachers in the world of education continues to develop along with the times. The digital era is supported by various application devices and the existence of the internet currently helps the teaching and learning process. Students need Canva training as a promotional media and information on school activities. The uses for students are making posters, class presentations and so on. Meanwhile, for teachers, it is a teaching presentation. This training is assisted and supported by the Lecturer Team as tutors because community service activities are part of the tri dharma of lecturers which must be carried out as a form of service and concern for the surrounding community. Activities in the form of counseling and design training using Canva were carried out at Madrasah Ibtidaiyah Al Khoiriyah. The target group for this PKM activity is 20 students and 2 teachers. This activity is carried out face to face (On the spot training) which begins with observation and coordination and permission with the local school principal regarding planned activities to be carried out in that environment regarding availability. place, time and participants. Service activities are carried out using several stages: Preparation stage; Stage of implementing socialization regarding digital content for school students. The method used in implementing PKM activities is socialization using counseling techniques in the form of lectures or presenting material in the form of theory and videos related to the theme we are taking, questions and answers, creations and games. The results of the activity show an increase in creative ways of learning for students
Pengembangan Sistem Kas RT Berbasis Android yang Terintegrasi Komputasi Awan dan Firebase Maulana, Donny; amali, Amali; Tedi, Nanang; Ismamudi; Nawangsih, Ismasari
Jurnal Pelita Pengabdian Vol. 2 No. 2 (2024): Juli 2024
Publisher : DPPM Universitas Pelita Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37366/jpp.v2i2.4729

Abstract

Rukun Tetangga merupakan aspek integral dari kehidupan masyarakat Indonesia, tidak hanya terbatas pada kebutuhan administratif tetapi juga mencakup layanan sosial seperti penyediaan informasi bagi warga. Di tingkat Rukun Tetangga (RT), tugas administratif keuangan seringkali masih menggunakan catatan manual, yang menyebabkan kendala dalam pelayanan karena kesibukan pengurus. Penelitian ini bertujuan untuk mengembangkan model sistem yang memfasilitasi pengelolaan keuangan dan komunikasi antar warga agar waktu yang terbatas dapat dioptimalkan. Metode waterfall digunakan untuk merancang sistem dengan tahapan requirements, design, development, testing, deployment, dan maintenance. Proses analisis sistem menggunakan Unified Modeling Language. Hasil penelitian akan menunjukkan bahwa penerapan metode waterfall dapat meningkatkan sistematisasi dan kualitas sistem, serta aplikasi Kas RT yang memiliki banyak fitur dan menggunakan API Spreadsheets dapat mempermudah dalam pengolahan data pembayaran dan Aplikasi ini juga memudahkan komunikasi antar warga, serta meningkatkan efisiensi dalam pembuatan laporan keuangan. Penelitian ini juga akan memanfaatkan metode kualitatif untuk pengumpulan data, yang melibatkan wawancara, observasi, dan studi literatur guna mendapatkan pemahaman yang holistik tentang kebutuhan dan masalah yang dihadapi oleh masyarakat di tingkat RT. Dengan kombinasi kedua metode tersebut, penelitian ini dapat memberikan gambaran yang komprehensif dan mendalam tentang solusi yang dapat diterapkan dalam konteks pengelolaan keuangan dan komunikasi di tingkat Rukun Tetangga.
Implementation of Temperature and Humidity Control Devices in IOT-Based Hydrophonic Peppermint Cultivation at Sufiagrifarm Slawi Maulana, Donny; Afriantoro, Irfan
Journal of Applied Intelligent System Vol. 8 No. 1 (2023): Journal of Applied Intelligent System
Publisher : Universitas Dian Nuswantoro and IndoCEISS

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33633/jais.v8i1.7171

Abstract

Along with the rapid development of existing technology, especially in the field of information and the Internet of Thinks ( IoT ), which is developing so fast and producing a lot of benefits to help humans both in the field of education and in manufacturing and agriculture. But at this time there are still so many technologies that still cannot be implemented in certain fields, for example like agriculture, where everything is still done manually so that it takes a lot of time, costs and also more energy in the process. Such as the constraints that exist with Sufiagrifarm, where in this case to meet the needs of temperature and humidity in Peppermint plants that use a hydrophonic planting system it is still done manually by spraying the plants with a spray that produces dew. Given these problems, this research aims to assist Sufiagrifarm in overcoming problems in regulating temperature and humidity in peppermint plants so that temperature and humidity compliance in peppermint plants can be carried out automatically and can be monitored in real time. Development in this method is carried out using the SDLC Waterfall method. This application was created using the Java programming language using the MITApp inventor platform, for the tool itself it was made using an Arduino microcontroller with the C programming language supported by several other devices such as Thingspeak. The results of this study are to help fulfill temperature and humidity in peppermint cultivation at Sufiagrifarm.