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Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika)
Published by Sekolah Tinggi Ilmu Komputer Tunas Bangsa
ISSN : 25275771     EISSN : 25497839     DOI : 10.30645
Core Subject : Science,
Computer Science & IT Decision Sciences, Operations Research & Management
JURASIK adalah jurnal yang diterbitkan oleh LPPM STIKOM Tunas Bangsa Pematangsiantar yang bertujuan untuk mewadahi penelitian di bidang Sistem Informasi dan Teknik Informatika. JURASIK (Jurnal Riset Sistem Informasi dan Teknik Informatika) adalah jurnal ilmiah dalam ilmu komputer dan informasi yang mengandung literatur ilmiah pada studi murni dan penelitian terapan dalam ilmu komputer dan informasi dan ulasan publik pengembangan teori, metode dan ilmu terapan yang berkaitan dengan subjek. Jurnal ini pertama kali mendapat ISSN dengan nomor 2527-5771 pada tahun 2016 untuk terbitan cetak dan mulai 2017 beralih ke terbitan elektronik dengan nomor ISSN 2549-7839. Pengiriman artikel tidak dipungut biaya, kemudian artikel yang diterima akan diterbitkan secara online dan dapat diakses secara gratis. JURASIK (Jurnal Riset Sistem Informasi dan Teknik Informatika) adalah sebuah jurnal peer-review secara online yang diterbitkan bertujuan sebagai sebuah forum penerbitan tingkat nasional di Indonesia bagi para peneliti, profesionaldan praktisi dari industri dalam bidang Ilmu Kecerdasan Buatan. JURASIK (Jurnal Riset Sistem Informasi dan Teknik Informatika) menerbitkan hasil karya asli dari penelitian terunggul dan termaju pada semua topik yang berkaitan dengan ilmu komputer. JURASIK (Jurnal Riset Sistem Informasi dan Teknik Informatika) terbit 1 (satu) nomor dalam setahun. Artikel yang telah dinyatakan diterima akan diterbitkan dalam nomor In-Press sebelum nomor regular terbit. JURASIK (Jurnal Riset Sistem Informasi dan Teknik Informatika) telah terindeks Google Scholar, Garuda, Crossref dan terus akan diupdate mengikuti perkembangan. Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) telah melakukan perubahan jumlah terbitan dari 1 x setahun (Juli) menjadi 2 x setahun (Februari dan Agustus) dan telah melakukan perubahan data administrasi pada laman LIPI dengan url: http://u.lipi.go.id/1480905139. Topik dari jurasik adalah sebagai berikut (namun tidak terbatas pada topik berikut) : Artificial Intelligence, Digital Signal Processing, Human-Computer Interaction, IT Governance, Networking Technology, Optical Communication Technology, New Media Technology, Information Search Engine, Multimedia, Computer Vision, Information System, Business Intelligence, Information Retrieval, Intelligent System, Distributed Computing System, Mobile Processing, Computer Network Security, Natural Language Processing, Business Process, Cognitive Systems, Software Engineering, Programming Methodology and Paradigm, Data Engineering, Information Management, Knowledge-Based Management System, Game Technology.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 403 Documents
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Sistem Absensi Guru Berbasis Web dengan Teknologi Qr Code (Kasus TKIT Insan Mulia Manokwari) Mahmud, Nurul Ahdiati; Kweldju, Alex De; Naibaho, Julius Panda Putra
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.868

Abstract

The rapid development of information technology has given birth to online attendance innovations using Quick Response Code (QR Code), utilizing technology to facilitate fast and responsive information exchange. Attendance systems play an important role in monitoring staff attendance and measuring productivity. Currently, the attendance system for TKIT Insan Mulia Manokwari educators still uses a fingerprint machine, so fingerprint identification is slow and attendance is recorded manually. To overcome this, a new QR Code-based attendance system is needed. This research uses the Rapid Application Development (RAD) method which includes requirements planning, system design, development and implementation. The resulting web-based QR Code attendance system simplifies teacher attendance and provides automatic recap reports, increasing data accuracy and reducing manual errors. This system effectively increases the efficiency of school administration. This research can be a reference for developing attendance systems in other educational institutions.
Perancangan Aplikasi Pembayaran Kwh Listrik Pascabayar Berbasis Web Pada Gedung Bertingkat (Apertement The Mansion Bougenville) Prasetya, Dimas; Junaedi, Ifan; Yulianto, Akmal Budi
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.859

Abstract

This research focuses on the design and development of a web-based postpaid electricity payment application for high-rise buildings, specifically for residents of The Mansion Bougenville Apartment. The aim of this application is to simplify and streamline the process of paying electricity bills by automating the calculation of power consumption and enabling online payments. The application allows residents to input their monthly KWH usage, calculates the corresponding bill based on the applicable tariff, and offers various payment methods, such as bank transfers and e-wallets. This system not only reduces errors in manual calculations but also improves the overall efficiency of payment processing by enabling real-time transactions. All payment data is securely stored in the system, providing both transparency and easy access to transaction records for residents and building management. The results of the implementation show that the web-based application has significantly increased the convenience, accuracy, and efficiency of electricity payments for residents of The Mansion Bougenville Apartment, offering an improved alternative to traditional manual payment systems.
Detection of DDoS Attacks in UAV Communication Networks Using Machine Learning Models Airlangga, Gregorius
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.882

Abstract

The increasing adoption of unmanned aerial vehicle (UAV) communication networks has introduced new cybersecurity challenges, particularly in detecting and mitigating distributed denial-of-service (DDoS) attacks. This study evaluates the effectiveness of multiple machine learning models, including Random Forest, Gradient Boosting, XGBoost, Logistic Regression, and Support Vector Machine (SVM), for DDoS attack detection in UAV networks. The dataset, derived from a simulated UAV communication network, incorporates key network parameters such as signal strength, packet loss rate, round-trip time, and base station load. Data preprocessing steps, including feature selection, normalization, and synthetic minority over-sampling (SMOTE), were applied to enhance model performance. Among the evaluated models, Random Forest demonstrated the highest classification accuracy with an F1-score of 0.839 and an AUC score of 0.912, outperforming other models in precision-recall trade-offs. Gradient Boosting and XGBoost exhibited moderate classification ability, whereas Logistic Regression and SVM struggled with capturing complex network patterns. The results highlight the effectiveness of ensemble learning in intrusion detection for UAV networks. This study provides valuable insights into optimizing machine learning-based intrusion detection systems and paves the way for further advancements in UAV cybersecurity. Future work will focus on integrating additional feature engineering techniques and validating models on real-time network traffic datasets.
Analisis Penerimaan Pengguna E-SinaARE Berdasarkan Model UTAUT Imanuel, I; Maria, Evi
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.850

Abstract

E-SinaARE is an application used to convey aspirations to members or leaders of the Regional People's Representative Council and increase community involvement in the decision-making process in the Bengkayang Regency. Community involvement in this application is still low, indicating obstacles to accepting this technology. This research aims to analyze the acceptance factors of E-SinaARE users based on the Unified Theory of Acceptance and Use of Technology (UTAUT) model. A snowball sampling technique was used for the sample selection because E-SinaARE user data was unknown. This study's total number of respondents was 100 people—data analysis using SEM-PLS. The research results show that performance expectancy and effort expectancy do not affect the behavioral intention of E-SinaARE users. At the same time, social influence and facilitating conditions are proven to affect behavioral intention positively. The positive correlation of social influence and facilitating conditions on the behavioral intention of E-SinaARE users means that the stronger the social support and the more adequate the supporting conditions, the greater the intention to use E-SinaARE. Therefore, the Bengkayang Regency government needs to focus more on increasing social support and providing sufficient conditions for the use of E-SinaARE, such as intensifying socialization and training activities, as well as campaigns about the importance of using this application and its benefits for the community, so that community participation in using it E-SinaARE is increasing.
Rekayasa Ulang Proses Deteksi Dini Penyakit Tidak Menular Pada Puskesmas Bangkalan Az-Zahra, Feisyah; Suharso, Wildan
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.873

Abstract

Non-Communicable Diseases (NCDs) are chronic diseases that develop slowly, are not transmitted between humans or animals, and usually show no symptoms in their early stages. Prevention efforts through early detection of NCDs can be carried out in health facilities such as community health centers (Puskesmas). Puskesmas Bangkalan plays a crucial role in the examination of NCDs. However, the current process has several shortcomings in terms of time, cost, service, and resources. This study aims to improve the efficiency of the early detection process of NCDs at Puskesmas Bangkalan through the approach of Business Process Reengineering (BPR). The methods used include data collection, business process analysis, throughput efficiency testing, and solution implementation. The results of the study indicate that the application of BPR can increase the throughput efficiency of the patient registration process and physical activity examination from 66.67% and 64.28% to 100% respectively. The recommendations from this process resulted in a web-based interface design to enhance process efficiency.
Perancangan Sistem Informasi Wisata Di Desa Kuto Harjo dengan Metode Agile Berbasis Web Anjani, Nabila Antania Putri; Jananto, Arief
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.864

Abstract

Kuto harjo Village has considerable tourism potential but has not reached the optimal level in managing tourism information so that it can be accessed by tourists and the community. For this reason, an information system must be built that can facilitate access to information about destinations, facilities and tourism activities in the village. This study aims to design and develop a tourism information system in the web-based village of Kuto Harjo using Agile methodology. The Agile methodology was chosen because of its ability to develop repeatable and flexible systems that adapt to changing user needs. This information system will be equipped with features such as tourist destination information, event calendar. The results of this system development are expected to increase tourism information access and support the promotion of tourist destinations in Kuto Harjo Village. Additionally, the implementation of the Agile method in developing this system allows for faster improvements and updates based on user input, so that the system can continue to grow and meet the needs of tourists.
Penerapan K-Means Clustering Untuk Mengelompokan Tingkat Kemiskinan Di Provinsi Kalimantan Barat Cahyo, Samsul Dwi; Wahyuni, Irmawati Tri; Maharani, Revalyna Octavia; Nurfaizi, Maulana; Saputro, Rujianto Eko; Tarwoto, T
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.855

Abstract

This study aims to use the K-means clustering algorithm to categorize poverty levels in the West Kalimantan province. The data used for clustering represents poverty levels across four districts: Melawi, Kapuas Hulu, Sekadau, and Kayong Utara. The K-means clustering method is employed to group these districts based on similarities in their poverty levels. The clustering results reveal four distinct categories of poverty levels: Cluster 0 represents areas with very high poverty rates; Cluster 1 shows Melawi with a high poverty rate; Cluster 2 includes Sambas, Kapuas Hulu, and Sintang, with relatively low poverty rates; and Cluster 3 includes Landak, Sanggau, and Ketapang, with high poverty rates. The analysis reveals interesting patterns in the distribution of poverty across West Kalimantan, which can assist local governments in designing more effective policies for poverty reduction. This study makes a significant contribution to understanding poverty dynamics in West Kalimantan and provides a basis for more efficient decision-making in poverty alleviation efforts.
Implementasi Chatbot Berbasis Dialogflow dengan Metode Natural Language Processing untuk Rekomendasi Tempat Wisata di Kabupaten Kulonprogo Khotama, Faizal Wahyu; Yulianton, Heribertus
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.878

Abstract

This research is based on the importance of providing quick and accurate tourism information in Kulonprogo Regency. The problem addressed in this study revolves around how to implement a Dialogflow-based chatbot utilizing Natural Language Processing (NLP) technology to effectively recommend tourist destinations. The objective of this research is to design and test a chatbot capable of understanding users' natural language and providing relevant tourism recommendations. The research methodology includes data collection through interviews, observations, and document studies, as well as system design based on conversational flows and intents. Testing results indicate that the chatbot achieved 100% accuracy in black-box testing and an average score of 85 on the System Usability Scale (SUS) evaluation, demonstrating high user satisfaction. In conclusion, this chatbot provides an interactive and responsive solution to promote local tourism and improve the accessibility of tourism information for users.
Perencanaan Arsitektur Enterprise Desa Cerdas dengan Togaf 10: Dimensi Hidup Cerdas Pasaribu, Magdalena Edelways Enjelina; Fajrillah, Asti Amalia Nur; Nurtrisha, Widyatasya Agustika
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.846

Abstract

The application of the smart village concept is an adaptation of smart cities designed to improve the quality of life in rural areas by adjusting local needs and characteristics. Smart Village development aims to transform villages through information technology with an active community role approach and cooperation to improve the quality of village development according to the six pillars of Smart Village and accelerate the achievement of Sustainable Development Goals (SDGs). The research focuses on designing enterprise architecture for the smart village concept in the smart living dimension focusing on SDGs Village Goal 2 (Zero Hunger Village) in Sindangpanon Village. The assessment of the achievement of SDGs Village Goal 2 (Zero Hunger Village) is still quite low at 33.33. Overcoming this problem requires designing enterprise architecture using the TOGAF 10 framework which consists of Preliminary Phase, Architecture Vision, Business Architecture, Data Architecture, Application Architecture, Technology Architecture, Opportunities and Solutions, and Migration Planning. The output of this research, namely Enterprise Architecture blueprint, will help the government improve the effectiveness and efficiency of village services and support community welfare.
Analisis dan Deteksi Kemiripan Teks Berbasis Python dengan Algoritma Levenshtein Distance Sudarman, Haris; Yulhendri, Y
Jurasik (Jurnal Riset Sistem Informasi dan Teknik Informatika) Vol 10, No 1 (2025): Edisi Februari
Publisher : STIKOM Tunas Bangsa Pematangsiantar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/jurasik.v10i1.869

Abstract

Improvements in information technology have complicated the issue of plagiarism in academia, particularly in higher education. This project intends to create a plagiarism detection tool that examines the similarity of PDF files to established references utilizing the Levenshtein Distance method.  The suggested system can effectively and precisely identify plagiarism by a series of procedures, such as text extraction, linguistic Preprocessing (tokenisation and stopword removal), and calculating the degree of similarity using the Levenshtein Distance method. Testing was carried out on various scenarios, including variations in document size and plagiarism levels. The experimental results show that the higher the level of similarity between the document and the reference, the longer the computing time required. However, this system can detect plagiarism with a fairly good success rate, even in documents with a low level of similarity. Black box testing confirms that this application can work according to the expected specifications, namely inputting PDF documents, detecting plagiarism, and providing accurate similarity percentage results. This research contributes to providing a plagiarism detection tool that can help maintain academic integrity, with the possibility of further development through integration with machine learning and user interface improvements.

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