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All Journal JUPIIS: Jurnal Pendidikan Ilmu-ilmu Sosial JAIS (Journal of Applied Intelligent System) JITK (Jurnal Ilmu Pengetahuan dan Komputer) International Journal of New Media Technology JATI (Jurnal Mahasiswa Teknik Informatika) JISA (Jurnal Informatika dan Sains) Idealis : Indonesia Journal Information System Jurnal Teknik Informatika (JUTIF) Brilliance: Research of Artificial Intelligence International Journal Software Engineering and Computer Science (IJSECS) Pelita Teknologi : Jurnal Ilmiah Informatika, Arsitektur dan Lingkungan Jurnal Ilmiah SIGMA: Informatics Engineering Journal of UPB Jurnal Pustaka AI : Pusat Akses Kajian Teknologi Artificial Intelligence Journal of Practical Computer Science (JPCS) Jurnal Pengabdian West Science SABAJAYA Jurnal Pengabdian Kepada Masyarakat Jurnal Lentera Pengabdian Proceeding International Pelita Bangsa Jurnal Pelita Pengabdian SAINTEK JPMAS : Jurnal Pengabdian Masyarakat Inaba of Community Services Journal Jurnal Pengabdian Nasional (JPN) Indonesia Cahaya Pengabdian
Maulana, Donny
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Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Astronomy Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Public Health Social Sciences Other

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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.
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.
Measuring User Experience Of Traveloka Hotel Using User Experience Questionnaire Aminurdin, Majid; Maulana, Donny; Wiyatno, Tri Ngudi
Journal of Applied Intelligent System Vol. 8 No. 2 (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.v8i2.8608

Abstract

Nowadays, there are many online travel agencies (OTAs) in Indonesia that provide various options for their customers. Before choosing which OTA to use, customers usually check each platform to ensure that they offer the best service. Traveloka is the most preferred OTA app by 67.5% of respondents. Google Play Store reviews show that users are still confused with information such as pricing and proper payment. Some features do not work properly when making hotel reservations. User Experience Questionnaire is used to quickly measure the user experience level of the product. Attractiveness, perspiculty, efficiency, accuracy, stimulation, and novelty were the six UEQ scales used. A random sample of one hundred app users was selected. The results showed that each scale was overall excellent. The criteria of attractiveness 2.485 ? 1.750, perspiculty 2.290 ? 1.900, efficiency 2.448 ? 1.780, dependability 2.338 ? 1.650, stimulation 2.393 ? 1.550, and novelty 2.293 ? 1.400. This research achieves the objectives or features of the application in terms of design, systems, and services. the result is that the Traveloka application can improve perspiculty with existing functions, so that the hotel booking process becomes easier to understand, easy to learn, simple, and clear.
Decision Support System For Determining The Best Employee Using The Visekriterijumsko Kompromisno Rangiranje Method (Case Study At Distribution Center Guardian) Auliyah, Risma; Maulana, Donny; Afriantoro, Irfan
Journal of Applied Intelligent System Vol. 8 No. 2 (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.v8i2.8637

Abstract

The quality of human resources is one of the supporting factors to increase the performance productivity of a corporate agency. Highly competent human resources can support the level of performance, with performance appraisal, the achievements of each employee will be obtained. To obtain fast and accurate information on employee performance that meets the expected criteria. To find out this, with a multi-criteria decision-making method by solving complex and unstructured situations into parts and compiling them using the Visekriterijumsko Kompromisno Rangiranje (VIKOR) method on Decision Support Systems (SPK), the determination of the best employee can be calculated based on the calculation of the weight their respective criteria, so that they can quickly select the best employees in the company. From the final results of the VIKOR method, ranking 1 is Sukron, with a value of 0.
Co-Authors Abdul Halim Anshor Abdurrafi, Alfin ADI FITRA Aditiya, Febri Aditya Nugroho Widiadi Afriantoro, Irfan Agung Nugroho Agus Suwarno, Agus Amali Amali, Amali Aminurdin, Majid Andri Firmansyah Aning Risky Montana Anwar, M. Syaibani ARIF SUSILO Asep Muhidin Auliyah, Risma Barokah, Awalina Budiarto, Eko Darmawan, Steven Ryan Daspar Daspar Edora Edora, Edora Edy Widodo Ferawati, Eva Fitria Hermiati, Novi Gatot Tri Pranoto Halim Anshor, Abdul Hardianti, Fazrin Putri Hariyono Hartati, Nani Huda, Miftakul Ikhsan Romli Indah Wahyu Puji Utami, Indah Wahyu Indradewa, Rhian Ira Restu Kurnia Isarianto, Isarianto Ismamudi Ismamudi Juluw, Sephia Maharani Niki Karsito Kartini, Tri Mulyani Kinanti, Aning Aning Kurniadi, Nanang Tedi Lisa Kustina Majid, Annisa Maulana Maulana Majid, Annisa Mega Fatimah Rosana Miftahul Huda Miharja, Muhammad Najamuddin Dwi Muhamad Fatchan Muhtajuddin Danny Nawangsih, Ismasari Nisawati, Inna Nugroho, Agung Nur Ilman Ilyas Nurhidayanti, Nisa Pupung Purnamasari Putra, Fibi Eko Putri, Isria Miharti Mahaerni Rachman, Nazwa Aulia Rahardjo, Sugeng Budi Retno Purwani Setyaningrum Rismawati Rismawati Rismawati sanjay, sanjay Sihombing, Veronika Rustiani Dame Simanjuntak, Antonius Siswahyudianto Suratman Suratman Surojudin, Nurhadi Tedi, Nanang Tri Ngudi Wiyatno Tri Sasongko, Ananto Turmudi Zy, Ahmad Umah, Rani Nur Wiyanto Wulandari , Anna Yansyah, Hamdi Yoga Religia