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Alexius Endy Budianto
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BIMASAKTI
Published by Universitas PGRI Kanjuruhan Malang
ISSN : 23554401     EISSN : 31091652     DOI : https://doi.org/10.21067/bimasakti
Core Subject : Science, Engineering,
Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management
Jurnal Riset Mahasiswa Bidang Teknologi Informasi "BIMASAKTI". Merupakan jurnal ilmiah di bidang ilmu Teknologi Informasi yang berada di bawah naungan Prodi Teknik Informatika, Fakultas Sains dan Teknologi, Universitas PGRI Kanjuruhan Malang (UNIKAMA). Jurnal ini hadir untuk mendorong penyebarluasan pemikiran dan gagasan hasil penelitian tugas akhir mahasiswa di bidang Teknologi Informasi secara luas. Riset Teknologi: Jurnal tersebut dapat fokus pada presentasi hasil penelitian terbaru dalam berbagai bidang teknologi, seperti teknologi informasi, teknologi komunikasi, teknologi material, teknologi energi, teknologi medis, dan sebagainya. Fokus dan Scope Jurnal BIMASAKTI : - Inovasi dan Pengembangan: Menyoroti inovasi baru dan pengembangan teknologi yang memiliki dampak signifikan di berbagai sektor. - Penerapan Teknologi: Mempublikasikan penelitian yang mengeksplorasi penerapan teknologi dalam konteks praktis, seperti implementasi teknologi dalam industri, kesehatan, pendidikan, atau sektor lainnya. - Keamanan Teknologi: Menyoroti aspek keamanan dalam pengembangan dan implementasi teknologi, seperti keamanan informasi, keamanan jaringan, atau keamanan perangkat keras dan lunak. - Kajian Kasus: Menampilkan studi kasus tentang proyek-proyek teknologi tertentu, baik yang sukses maupun yang menghadapi tantangan, untuk memberikan wawasan yang mendalam. - Analisis Tren Teknologi: Menyajikan analisis tren terkini dalam pengembangan teknologi, seperti kecerdasan buatan, Internet of Things (IoT), realitas virtual, dan lainnya. - Aspek Etika dan Sosial: Membahas implikasi etika dan dampak sosial dari perkembangan teknologi, termasuk isu-isu seperti privasi, keamanan data, dan tanggung jawab sosial. - Metodologi Penelitian: Menyoroti metode-metode penelitian yang digunakan dalam mengembangkan teknologi, seperti desain eksperimen, pengembangan prototipe, analisis data, dan sebagainya.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 7 Documents
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Search results for , issue "Vol 7 No 2 (2025): BIMASKTI" : 7 Documents clear
PENINGKATAN AKURASI KLASIFIKASI ALGORITMA NAÏVE BAYES PADA PASIEN PENYAKIT JANTUNG MENGGUNAKAN METODE PARTICLE SWARM OPTIMIZATION (PSO) DI IHC RUMAH SAKIT PERTAMINA Cahyono, Achmad Febrian Dwi; Budianto, Alexius Endy; Ahsan, Moh
Jurnal Fakultas Teknologi Informasi Vol 7 No 2 (2025): BIMASKTI
Publisher : Prodi Teknik Informatika, Fakultas Sains dan Teknologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/bimasakti.v7i2.10726

Abstract

The Particle Swarm Optimization (PSO) method is used in this study to improve the accuracy of using the Naive Bayes algorithm in classifying the life expectancy of heart disease patients. Heart disease data for 300 samples from Kaggle are used in this study. The study compares the classification accuracy before and after applying PSO with the Naive Bayes algorithm. In the three cases examined, the application of PSO proved successful in improving the classification accuracy. From 0.78 to 0.83, the accuracy increased by 5% in the first scenario. From 0.81 to 0.86, the accuracy also increased by 5% in the second scenario. Meanwhile, from 0.8 to 0.83 in the third example, the accuracy increased by 3%. Overall, PSO was able to improve the performance of the Naive Bayes algorithm, resulting in an increase in accuracy of 5%, 5%, and 3% in each case. In the context of heart disease data, these findings suggest that PSO can be used as an effective method to improve the accuracy of predictive models.
IMPLEMENTASI METODE RAPID APPLICATION DEVELOPMENT PADA PENGEMBANGAN SISTEM INVENTORY GUDANG BERBASIS WEB DI CV MALANG PACKAGING Nataliya, Sukma; Alexius Endy Budianto; Heri Santoso
Jurnal Fakultas Teknologi Informasi Vol 7 No 2 (2025): BIMASKTI
Publisher : Prodi Teknik Informatika, Fakultas Sains dan Teknologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/bimasakti.v7i2.10782

Abstract

Data inventory system is needed for decision making regarding the amount of raw materials to be produced or restocked back to the warehouse. And the obstacle that often occurs in Malang Packaging is the amount of remaining goods that are different and cause the number of goods produced to be messy, sometimes lacking or excess. This is because the recording of stock items still uses manual methods. From the above obstacles, a system is needed that can process inventory data in a computerized manner so that recording can be done more quickly, precisely and accurately. Data collection methods carried out using several methods such as observation, interviews and literature studies. The design and design of the application itself uses the Rapid Application Development (RAD) method as a system development method. The system developed is web-based with the PHP programming language. And the data retrieval connection will be connected to MySQL dabatase. The supporting software used is Sublime Text and Xampp. It is hoped that with this website-based inventory system, it will make it easier for users to monitor data on goods in the warehouse and help reduce errors in recording the number of goods in and out.
PROTOTYPE SISTEM NOTIFIKASI MONITORING DAYA LISTRIK DENGAN METODE FUZZY BERBASIS ANDROID Budianto, Alfa Wahyu; Tri Sulistiyo, Muhammad Priyono; Nugraha, Danang Aditya
Jurnal Fakultas Teknologi Informasi Vol 7 No 2 (2025): BIMASKTI
Publisher : Prodi Teknik Informatika, Fakultas Sains dan Teknologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/bimasakti.v7i2.10783

Abstract

Increasing electrical energy consumption in the household sector is a major concern in effective energy management to prevent waste and reduce costs. Conventional electrical power monitoring systems have weaknesses in terms of time and efficiency because they require manual calculations of the use of each electronic device. The development of mobile technology and the Internet of Things (IoT) offers new opportunities in developing monitoring systems that are more interactive and can be accessed in real-time via Android devices. However, the biggest challenge is presenting power usage information that is easy for users to understand. Fuzzy methods offer a solution by converting numerical data into simpler information such as "high", "medium" or "low" power consumption categories, making it easier for users to understand. In addition, the fuzzy method can also provide warning notifications when power consumption exceeds a certain limit. This research aims to develop an Android-based electrical power monitoring system using the fuzzy method. This system is designed to provide direct and efficient power consumption information, as well as notifications that help users monitor household energy consumption. It is hoped that this system can contribute to better energy management, provide solutions to excessive energy consumption, and become the basis for the development of smart home technology in Indonesia.
PENERAPAN APLIKASI FIGMA TERHADAP PERTIMBANGAN LAYANAN USER INTERFACE/USER EXPERIENCE DI KEDAI LELY YUMMY MENGGUNAKAN METODE DESIGN THINKING Aprimavista, Laily Irana; Budianto, Alexius Endy; Ahsan, Moh
Jurnal Fakultas Teknologi Informasi Vol 7 No 2 (2025): BIMASKTI
Publisher : Prodi Teknik Informatika, Fakultas Sains dan Teknologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/bimasakti.v7i2.10867

Abstract

Design Thinking is a design process that focuses on user emphaty to understand real problems according (Irwinansyah et al, 2020). Problems that are not clearly defined will be resolved by understanding user needs, for example, selling fastfood products, and drinks at the Lely Yummy Shop which is in located Sukowilangun Village, Kalipare District. Malang Regency. This research designs the Figma application for the fastfood, and beverage sales business by considering the User Interface/User Experience at the Lely Yummy Shop, various kinds of problems, and solutions discussed. This research aims to determine the level of information service for customers, design layout designs in shop business sales, and understand the general description of Lely Yummy shop services using the Design Thinking Method. According to the term, the Design Thinking method is a human-centered design approach to solving problems, and introducing new innovations. The Design Thinking method includes 5 steps consisting of emphatize, define, ideate, prototype, and testing. The five steps in the design thinking method will of course be discussed in chapters 3, and 4 along with a project using the figma application by considering User Interface/User Experience in the business of selling fastfood, and drinks at Lely Yummy stores.
ANALISIS PERBANDINGAN KINERJA YOLO DAN CAMSHIFT DALAM PELACAKAN OBJEK BERBASIS VIDEO Miharja, Gangga Prakarsa; Nugraha, Danang Aditya; Abdul Aziz
Jurnal Fakultas Teknologi Informasi Vol 7 No 2 (2025): BIMASKTI
Publisher : Prodi Teknik Informatika, Fakultas Sains dan Teknologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/bimasakti.v7i2.10947

Abstract

This study aims to implement and analyze the YOLO (You Only Look Once) method for human object tracking and compare it with the Camshift (Continuously Adaptive Mean Shift) method. Supported by the rapid development of artificial intelligence (AI) in information technology, this research explores the capabilities of both methods in object tracking. The process involves video capture, tracking using YOLO and Camshift, and performance evaluation through the Intersection over Union (IoU) metric under various lighting conditions. Both methods are integrated into an Arduino-based tracking device. The results show that YOLO outperforms in environments with complex backgrounds and optimal lighting, although it is slower, while Camshift is faster but less accurate under varying lighting conditions. Both methods are effective in monitoring human movement, but there is a trade-off between accuracy and speed. With superior efficiency and accuracy, YOLO is more suitable for real-time human object tracking. Future research is suggested to combine or enhance detection and tracking algorithms, optimize the system with advanced hardware, test under real-world conditions, and explore the integration of other technologies to create a more reliable and adaptive tracking system.
RANCANG BANGUN SISTEM MONITORING DATA PENIMBANGAN TRUK TEBU BERBASIS WEB MENGGUNAKAN METODE WATERFALL Muhammad Abduramadani; Wahyudi Harianto
Jurnal Fakultas Teknologi Informasi Vol 7 No 2 (2025): BIMASKTI
Publisher : Prodi Teknik Informatika, Fakultas Sains dan Teknologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/bimasakti.v7i2.11899

Abstract

UD Puma Trans, located in Talok Village, Turen District, Malang Regency, is a sugarcane truck weighing service company that faced constraints in data monitoring due to access limitations restricted to local computers. This hampered administrators and management in performing supervision and making decisions requiring flexible information access. To address this issue, a web-based monitoring system for sugarcane truck weighing data was developed using the Waterfall method, aiming to enhance operational efficiency and facilitate flexible information access. The research results indicate that the web-based monitoring system was successfully implemented, with key features including automatic recording of sugarcane truck weighing data and a flexible dashboard display for monitoring. The use of the Waterfall method yielded a well-structured system with comprehensive documentation at each development stage. The system successfully overcame data access limitations by enabling easy remote monitoring via the web platform. System implementation increased operational efficiency by minimizing data entry errors and accelerating the reporting process. System testing demonstrated high effectiveness in assisting the monitoring and decision-making processes for UD Puma Trans management. Therefore, it can be concluded that the implementation of the web-based sugarcane truck weighing monitoring system using the Waterfall method successfully provided an effective solution to the data monitoring problems at UD Puma Trans. This system not only facilitates flexible information access from various locations but also enhances operational efficiency through automated data recording and reporting. The use of the Waterfall method proved appropriate in producing a structured system tailored to user needs, thereby supporting faster and more accurate decision-making processes
IMPLEMENTASI CERTAINTY FACTOR DIAGNOSA PENYAKIT JANTUNG BERBASIS ANDROID Elmi, Elmi Tiodata; Budianto, Alexius Endy; Aziz, Abdul
Jurnal Fakultas Teknologi Informasi Vol 7 No 2 (2025): BIMASKTI
Publisher : Prodi Teknik Informatika, Fakultas Sains dan Teknologi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/bimasakti.v7i2.11974

Abstract

The heart is a vital organ that beats non-stop to pump blood throughout the body, but is targeted by dangerous diseases. Heart disease ranks first as a cause of death in Indonesia. Based on the publication of the Indonesian Ministry of Health (Ministry of Health of the Republic of Indonesia, 2023), an estimated 15.5 out of 1,000 deaths in Indonesia are caused by heart disease. An expert system is a system that tries to adopt human knowledge into computers, so that humans can solve problems like an expert. Efforts to treat heart disease in Indonesia are still hampered by various factors, such as lack of public knowledge about the early symptoms of heart disease, delays in medical treatment due to limited medical personnel, unhealthy lifestyles which are the main risk factors, and limited doctor working hours making it difficult for patients to get access to diagnosis and treatment outside of working hours. The application is made using the certainty factor method, which is a method for measuring confidence in a fact or rule in a diagnosis. Its values ​​range from negative (distrust) to positive (full trust), the certainty factor method was chosen because it can diagnose uncertain situations. The implementation of the Certainty Factor (CF) method produces a high level of confidence in the diagnosis of heart disease, with the conformity of symptoms and diagnosis reaching 89% -99%. Starting with manual calculation of CF, then integrated into the application system. Validation is carried out by comparing the results of the application with expert diagnoses to ensure the accuracy of the diagnosis.

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