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All Journal Jurnal Informatika JURNAL AKADEMIKA Fortech : Journal of Information Technology Arcitech: Journal of Computer Science and Artificial Intelligence Akademika Fortech : Journal of Information Technology
Novhirtamely Kahar
Program Studi Teknik Informatika STMIK Nurdin Hamzah Jalan Kolonel Abunjani , Sipin, Jambi
Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Engineering

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MONITORING PERKEMBANGAN ANAK USIA DINI DENGAN METODE PERCEPTRON PADA DI TK KASIH BUNDA BATANGHARI: Artificial Neural Network (ANN), Early Childhood Development, Perceptron Method, Matlab, Monitoring. Kahar, Novhirtamely; Wahyuning Astuti, Reny; Valencia, Desviana
JURNAL AKADEMIKA Vol 15 No 2 (2023): Jurnal Akademika
Publisher : LP2M Universitas Nurdin Hamzah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53564/akademika.v15i2.934

Abstract

Monitoring the development of early childhood is very important, especially for children aged 4-6 years, because at that time it was a golden age that required more attention in order to stimulate child development to the maximum. This research is expected to be able to help educators to determine the development that occurs in students. The method used in this research is the perceptron method. The perceptron method is a simple Artificial Neural Network (ANN) method that uses a training algorithm to classify linearly, while the input data that becomes the criteria for this research are Moral Religious Values (MRV), Physical Motoric (PM), Cognitive, Social Emotional, Language, and Art. While the output of the data that has been processed is in the form of selected development indicators, this indicator is divided into three, namely Very Good Development [1 1], Evolves According to Expectations [1 0], and Begins to Develop [0 1]. After analyzing the monitoring of early childhood development by applying the perceptron method and the processing it using the Matlab R2009a application, the research concluded that the perceptron method was proven to be able to determine the target output and the actual appropriate ouput reached 68%.
PENERAPAN UI/UX SISTEM INFORMASI SPONSORSHIP EVENT PT INDOSAT OOREDOO DENGAN METODE DESIGN THINKING Kahar, Novhirtamely; Puspitorini, Sukma; Brilian Iswandi, Anjel
JURNAL AKADEMIKA Vol 16 No 1 (2023): Jurnal Akademika
Publisher : LP2M Universitas Nurdin Hamzah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53564/akademika.v16i1.1120

Abstract

Developing a UI/UX Implementation Application for the PT Indosat TBK Sponsorship Event Information System using the Design Thinking Method in a systematic and structured manner so that it can help Admin and Marketing Communication in recording and monitoring Sponsorship Events within a certain period. As well as a structured database system that makes it easier for admin performance to be effective and efficient. This is because currently there is no media available to process PT Indosat event sponsorships. With a database aimed at managing the application database, it can be built properly using PHP. This system has a small scale and involves only a few people in the system, namely marketing, admin and users. The aim of implementing the Pt Indosat TBK Event Sponsorship Information System UI/UX using the Design Thinking Method makes it easier to manage proposal data and create reports. This Information System inputs admin, marketing, user, proposal, micro cluster and agency data. Create an account for users so they can see the proposal status after inputting proposal data. If the proposal status is approved, then print proof of sponsorship letter for the user, so that you get admin, marketing proposal data reports and data reports per status. This application was built using Phpmyadmin, Cascading Style Sheet, Hypertext Markup Language. It is hoped that it can help Indosat in event sponsorship.
IMPLEMENTASI APLIKASI MULTIMEDIA DAN PENGOLAHAN DATA LAYANAN PADA KANTOR URUSAN AGAMA KECAMATAN PASAR JAMBI Kahar, Novhirtamely; -, Tamrinsyah; Nisa, Khoirotun
JURNAL AKADEMIKA Vol 16 No 2 (2024): Jurnal Akademika
Publisher : LP2M Universitas Nurdin Hamzah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53564/akademika.v16i2.1191

Abstract

Pasar Jambi District Religious Affairs Office, Jambi City, Jambi Province. The function of the Pasar Jambi District Religious Affairs Office is to carry out marriage registration, reconciliation, mosque construction, zakat, endowments and other social services. This research is to build a Multimedia Application Service for the Pasar Jambi District Religious Affairs Office. The Service Multimedia Application is a comprehensive overview of marriage registration which includes information, registration, announcements, services, facilities and infrastructure as a back-up for the Pasar District KUA Service Multimedia Application. Therefore, profile and service data must be available, complete and accountable. Through thesis activities, Nurdin Hamzah University tried to create a multimedia service application at KUA Pasar which is located in Jambi Province in an effort to create a Multimedia Application for Wedding Services at KUA Pasar Jambi. Based on the identification of the problem, therefore, the objectives of this thesis research activity are: 1) create a profile of the KUA Pasar and 2) a Multimedia Application for Wedding Services that can be accessed computerized and programmed using the Visual Studio Code programming language, MySQL database, XAMPP, Capcut and Medibang Paint. The requirements for the KUA Service Multimedia Application System are: 1) The input required in creating the system is service video data, 2) The processes required for creating the system are the main page process, the history page process, the structure page process, and the vision and mission page process and 3) The output required is a video of KUA services.
SISTEM CERDAS BERBASIS JARINGAN SYARAF TIRUAN MODEL PERCEPTRON UNTUK DIAGNOSIS PENYAKIT DIABETES MELITUS DI RSUD RADEN MATTAHER JAMBI: Diabetes Melitus, Artifiial Neural Network, Perceptron, Matlab, Implementati Kahar, Novhirtamely; Puspitorini, Sukma; Fidela, Diva
JURNAL AKADEMIKA Vol 17 No 2 (2025): Jurnal Akademika
Publisher : LP2M Universitas Nurdin Hamzah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53564/akademika.v17i2.1507

Abstract

Diabetes mellitus is a chronic disease characterized by high blood sugar levels which can cause various serious complications, including damage to the eyes, kidneys, heart and nerves. In Indonesia, this disease is one of the main causes of death, the increasing number of diabetes mellitus sufferers requires more efficient and accurate diagnostic methods to help manage and treat this disease. This research focuses on the application of Artificial Neural Networks (ANN) using the Perceptron method in diagnosing diabetes mellitus patients at Raden Mattaher Regional Hospital, Jambi. This system is designed to increase the accuracy of diagnosis, making it easier for doctors and medical personnel to determine the appropriate medical action. This research includes collecting symptom data such as age, family history of diabetes, feeling easily thirsty and hungry, physical data including checking the patient's weight, blood pressure and wounds. and laboratory results which include blood sugar, HbA1c and autoimmune tests from the patient. The data is then processed using the Perceptron method on ANN to produce a model for diagnosing types of diabetes, namely type 1, type 2 and gestational diabetes. The implementation of this method is carried out with the help of Matlab software. The research results show that the application of the perceptron method in ANN has a fairly high accuracy value in determining the target output and atctual output with a value of 100% using training data of 96 data from 120 data and 24 test data from 120 data.  
PENYEDERHANAAN AKSES LAYANAN TEKNOLOGI PADA PERANCANGAN USER INTERFACE (UI) WEBSITE PADEK.IN DENGAN METODE DESIGN THINKING: Design Thinking, User Interface, UI Prototype, Usability Testing, User Experience Kahar, Novhirtamely; Aminuddin, Fattachul Huda; Pratiwi, Eka Melisa
JURNAL AKADEMIKA Vol 18 No 1 (2025): Jurnal Akademika
Publisher : LP2M Universitas Nurdin Hamzah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53564/3gtb4s58

Abstract

In the era of digital transformation, fast and efficient access to technology services has become a primary need for users. However, interface complexity and a lack of focus on user needs often hinder the use of digital platforms. This study aims to apply the Design Thinking method to the user interface (UI) design of the Padek.In website, with a primary focus on simplifying access to technology services and improving the user experience. This approach is based on diverse user needs, field observations, literature studies, and benchmarking against similar competitors. The research process follows five main stages of Design Thinking: (1) Empathize to explore user needs and obstacles, (2) Define to formulate the core problem, (3) Ideate to generate innovative design solutions, (4) Prototype to create a UI prototype, and (5) Test through usability testing with end users. The result of this process is a prototype UI for the Padek.In website with a simple and intuitive navigation structure, accompanied by complete design documentation and a usability test report.
Co-Authors -, Tamrinsyah ., Sentia Aminuddin, Fattachul Huda Aritonang, Widya Ayu Nirmala Sari Brilian Iswandi, Anjel Enjelita, Enjelita Ezrifal Sany Farida Nasution, Renny Fidela, Diva FIRMANSYAH, ANDI Gustina Halomoan Sihombing, Hanter Huda Aminuddin, Fattachul Istuti , Mona Kartika, Ikah Lailyn Puad, Lailyn Lestari, Megaria Limia Budiarti, Rike Lucy Simorangkir Mubaroq, Fazri Nisa, Khoirotun Nurhayati - Pahlevi, M. Roza Pratiwi, Eka Melisa Reny Wahyuning Astuti, Reny Wahyuning Reny Wahyuning Astutui Retno Utari, Arsyna Rike Limia Budiarti, Rike Limia Sentia Suana, Irma Sukma Puspitorini Sukma Puspitorini, Sukma Utari, Arsyna Retno Utomo, Sutrisno Valencia, Desviana Vanessya , Thania Wahyuning Astuti, Reny Waru, Daka Wati, Risma Widiantara, Ary Widiantara, Ary Yudi Branata, Fajar _ Reni