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METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi
Published by Universitas Methodist Indonesia
ISSN : 24427861     EISSN : 26143143     DOI : https://doi.org/10.46880/mtk
Core Subject : Science,
Computer Science & IT
JURNAL METHODIKA diterbitkan oleh Program Studi Teknik Informatika dan Program Studi Sistem Informasi Fakultas Ilmu Komputer Universitas Methodist Indonesia Medan sebagai media untuk mempublikasikan hasil penelitian dan pemikiran kalangan Akademisi, Peneliti dan Praktisi bidang Teknik Informatika dan Sistem Informasi. Jurnal ini mempublikasikan artikel yang berhubungan dengan bidang ilmu komputer, teknik informatika dan sistem informasi.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 212 Documents
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PERENCANAAN STRATEGIS SISTEM INFORMASI MENGGUNAKAN METODE WARD AND PEPPARD DI STAI ATTANWIR Makhabbatillah, Vina
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.2849

Abstract

This research focuses on strategic planning of information systems (IS) at STAI Attanwir by applying the Ward and Peppard method. The main objective of this research is to increase the effectiveness of data management, management efficiency, and organizational competitiveness through an IS strategy that is integrated with business objectives. Through SWOT, PEST and Porter's Five Forces analysis, this research identifies the strengths, weaknesses, opportunities and threats faced by STAI Attanwir in the context of the internal and external business environment. The results of this analysis are used to develop an IS/IT strategy that includes application portfolio development, information architecture and comprehensive IT management. In addition, this research emphasizes the importance of strong technological infrastructure and information security in supporting institutional operations. By implementing the right IS/IT strategy, it is hoped that STAI Attanwir can increase its efficiency, transparency and competitiveness through the effective and relevant use of information technology
PENERAPAN METODE REGRESI DALAM ANALISIS TINGKAT KONSUMSI IKAN DI JAWA TIMUR AKBAR fitransyah, Hikmal; Muhamad Ashari, Mahathir; Rahaditya Aryadi, Naufal; Aprizal Arifin, Willdan
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.2982

Abstract

The Indonesian marine ecosystem, rich in water resources, makes the fishing sector important for the economy, food, and jobs. East Java, with the highest catch production in Indonesia, has huge potential in the fishing sector. Despite its high potential, fish consumption in Indonesia is still relatively low due to lack of awareness, unoptimal distribution, and other factors. The study aims to analyze the level of fish consumption in Eastern Java and determine the best regression method to predict the rate of fish intake based on the region and the types of available commodities. This study uses three regression methods, namely Linear Regression, Support Vector Regression (SVR), and Gradient Boosting Machine. (GBM). Data visualization is done using bar diagrams, and results are validated using the determination coefficient R2 which is then analyzed descriptively. The Sumenep region has the highest level of fish consumption in East Java during the period 2018-2020. Whereas the commodities with the highest consumption are Tuna, Tongkol, Cakalang (TTC) Diawetkan. The GBM method showed its best performance and proved to be the most effective and accurate in predicting the level of fish consumption in East Java with a perfect determination coefficient (0,9999), compared to Linear Regression (0,8755) and SVR (0,9825).
PENGUJIAN USABILITY WEBSITE DOKUMENTASI MENGGUNAKAN SYSTEM USABILITY SCALE (SUS) Fathiyah Nopriani; Muhammad, Maulana Asykari
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.2987

Abstract

Documentation websites are a means for programmers to find solutions to the problems they face. Documentation websites that generally provide detailed information regarding how to use a particular framework. The documentation website used in this research is the documentation website from Tailwind CSS. Tailwind CSS is a CSS framework that has a utility-based component principle. With these principles, the website development process will be shorter, more flexible, responsive, and use code more efficiently. However, the convenience provided forces writing CSS code to be inline-CSS. This results in confusion arising from website programmers regarding CSS terms that are changed by Tailwind CSS. The Tailwind CSS website, which provides information related to the Tailwind CSS framework documentation, is in practice less intuitive, making it difficult for novice programmers to find solutions to the problems they face. This research aims to determine the usability of the Tailwind CSS website, from a student's perspective. The method used in this journal is SUS which is carried out by asking 10 questions related to the Tailwind CSS website to 30 respondents consisting of 87% men and 13% women. The selected respondents were students majoring in technology who used the documentation website from Tailwind CSS. The results of this research found that the Tailwind CSS website received a score of 70 on the SUS and could be categorized as Grade C or Fair.
PENERAPAN ALGORITMA YOLO UNTUK MENDETEKSI KUALITAS TELUR AYAM BERDASARKAN WARNA CANGKANG Sri Ayu Ningsih; Resti Ajeng Sutiani; Ni Made Sri Ulandari; Rizal Adi Saputra
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.3062

Abstract

In the poultry industry, chicken egg quality is a crucial factor influencing the price and market appeal of the product. Manual assessment of egg quality based on shell color requires significant time and labor and is prone to human error. Therefore, the implementation of automation technology through artificial intelligence (AI) is necessary to enhance the efficiency and accuracy of this process. The YOLO (You Only Look Once) algorithm is a fast and accurate object detection method that can be applied to classify chicken eggs based on shell color. This research aims to develop an automatic detection system using YOLO to identify and categorize the quality of chicken eggs based on shell color. Images of chicken eggs were collected and annotated to train the YOLO model. After training, the model was tested on a new dataset to evaluate its detection and classification performance. The results of the study indicate that the YOLO algorithm can detect and classify chicken eggs with high accuracy, reducing the need for manual labor and speeding up the quality assessment process. The implementation of this system is expected to improve operational efficiency in the poultry industry, ensure consistent product quality, and provide an innovative solution to the challenges in chicken egg quality assessment.
KLASIFIKASI KUALITAS UDARA MENGGUNAKAN METODE EXTREME LEARNING MACHINE (ELM) Jannah, Rachma Raudhatul; Sholahuddin, Muhammad Zulfikar; Haq, Dina Zatusiva; Novitasari, Dian C Rini
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.3066

Abstract

Air quality is a critical factor affecting both ecological and human well-being. Air pollution is a global epidemic that poses a threat to human health and the environment. High population density resulting from industrial expansion and the increased number of motor vehicles are two primary causes of declining air quality in metropolitan areas. Air pollutants include surface ozone (O3), dust particles (PM 10), sulfur dioxide (SO2), nitrogen dioxide (NO2), and carbon monoxide (CO). Researchers have begun exploring the use of Extreme Learning Machine (ELM) to classify air quality. The ELM method assesses air quality as either very good or poor. In this study, we compare datasets to evaluate the effectiveness of hidden node parameters using the split method. Our tests indicate that the split method impacts accuracy, sensitivity, and specificity. The ideal model with a 70:30 split ratio and 15 hidden nodes achieved a 90% success rate.  
RANCANG BANGUN SISTEM INFORMASI PENJUALAN JASA PENITIPAN BAGASI DI BANDARA PADA LOCKER AIRPORT INDONESIA Anggara Wijaya, I Nyoman Yudi; Adi Mega Putra, Anak Agung Gede; Kamajaya, Vira Adhi
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.3073

Abstract

In the aviation industry, baggage storage or locker services at airports are crucial aspects that require efficient and coordinated management. Locker Airport Indonesia handles an average of 30 baggage storage transactions daily. However, the main issue faced by Locker Airport Indonesia is the lack of an informative online system to manage detailed records of stored baggage and the accumulation of unorganized paper reports. The complex manual administration process takes approximately 15 minutes to complete one baggage storage transaction. This study involves the design and development of a web-based baggage storage sales information system at Locker Airport Indonesia using the SDLC (System Development Life Cycle) method with the Waterfall model. This structured approach begins with a needs analysis, followed by implementation and testing. The system evaluation was conducted using the EUCS (End User Computing Satisfaction) method, which measures five key dimensions: Content, Accuracy, Format, Ease of Use, and Timeliness. The Likert scale evaluation results show that user satisfaction levels fall into the "Satisfied" category in all dimensions, with an average score of 4, indicating high satisfaction in each dimension. Thus, the development of this web-based information system has successfully provided numerous benefits and met user expectations.
PENGEMBANGAN GAME ARCADE 2D “FRUIT DASH” MENGGUNAKAN JAVASCRIPT PADA GAME ENGINE CONSTRUCT 3 Putri, Endin Rahmanda; Atmaja, Pratama Wirya
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.3104

Abstract

This research aims to develop a digital arcade game designed to train players' motor skills. The developed game, Fruit Dash, focuses on quick visual and motor responses. The game is built using the Construct 3 platform with JavaScript programming language. Fruit Dash features simple yet challenging gameplay, where players must throw bombs to destroy fruits falling from the air, with the primary goal of achieving the highest score. The development method used is the Game Development Life Cycle (GDLC), which includes the concept, production, and beta testing stages. Beta testing is conducted using a Likert scale to assess user experience, with results indicating high satisfaction in the aspects of visual design, controls, and game innovation. Overall, Fruit Dash can serve as a means to train motor skills through responsive gameplay
KLASTERISASI GIZI BURUK DAN STUNTING DI PROVINSI SUMATERA UTARA MENGGUNAKAN K-MEANS CLUSTERING Silitonga, Agnes Irene; Zada Annuri Nabila; Cinta Rizkia Zahra Lubis; Nurdina Safitri; Haryadi
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.3147

Abstract

The objective of this study is to map the priority areas for addressing malnutrition and stunting in the province of North Sumatra. The data used consists of malnourished children and the prevalence of stunting in the North Sumatra Province in 2023, which will be analyzed using K-Means Clustering. Based on the analysis results, the priority for addressing malnutrition in North Sumatra Province is in cluster 2, namely Batu Bara Regency and Medan City, with a centroid value of 63. Meanwhile, the priority for addressing stunting has been identified in cluster 0, which includes Karo Regency, Pakpak Bharat, Batu Bara, West Nias, and Padangsidempuan City, with a centroid value of 17.46. This research is expected to provide valuable information for stakeholders in formulating targeted policies and programs to address malnutrition and stunting in North Sumatra.
ANALISIS TATA KELOLA PADA SISTEM INFORMASI LELANG MENGGUNAKAN FRAMEWORK COBIT 2019 MENGACU PADA DOMAIN EDM05 DAN BAI09 (STUDI KASUS : KANTOR PELAYANAN KEKAYAAN NEGARA DAN LELANG CIREBON) Sity Salimah; Muhammad Hatta; Willy Eka Septian
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.3211

Abstract

Online auction website is one form of utilization of information technology provided by auction platforms in Indonesia to facilitate the auction process digitally, including the management of asset data, bids, and transactions. Management of auction information systems that are not managed properly can have an impact on the low quality of service, which in turn can affect the level of trust of users and stakeholders in the platform. Therefore, an Analysis of Information Technology Governance in the Auction Information System Using the COBIT 2019 Framework is needed to ensure that IT management is carried out effectively and efficiently in accordance with established standards. The purpose of this study is to improve the auction website system. This study uses a descriptive approach method. This study involved 86 participants. COBIT 2019 was chosen as the reference model in evaluating IT governance. The data collection technique used was a questionnaire.
MODEL HOT (HUMAN, ORGANIZATION, TECHNOLOGY) FIT UNTUK EVALUASI PENERAPAN APLIKASI SIPANDAI UNTUK PENGGUNA DOSEN (STUDI KASUS : UNIVERSITAS CATUR INSAN CENDEKIA KOTA CIREBON) Devi, Silviana; Marsani Asfi; Mesi Febima
METHODIKA: Jurnal Teknik Informatika dan Sistem Informasi Vol. 10 No. 2 (2024): Volume 10 Nomor 2
Publisher : Universitas Methodist Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46880/mtk.v10i2.3268

Abstract

Universitas Catur Insan Cendekia telah menerapkan e-learning melalui Sistem Informasi Pembelajaran dan Administrasi Terintegrasi (SIPANDAI). Namun, terdapat beberapa permasalahan dalam aplikasi SIPANDAI yaitu adanya perbedaan penguasaan komputer dan kurangnya feedback dalam sosialisasi, kurang sistematis saat terjadi kesalahan data dan perlu adanya pengembangan beberapa fitur seperti pada fitur kelola pertemuan, fitur generate absen dan fitur cancel. Adapun tujuan penelitian ini adalah mengevaluasi aplikasi SIPANDAI untuk menilai sejauh mana kelayakan dan kesuksesan penerapan aplikasi SIPANDAI di Universitas Catur Insan Cendekia. Metode yang digunakan dalam penelitian ini adalah Model HOT (Human, Organization, Technology) FIT. Model ini melibatkan 3 aspek utama yaitu Human, Organization, Technology yang memiliki beberapa variabel seperti Pengguna Sistem, Kepuasan Pengguna, Stuktur Organisasi, Lingkungan Oragnisasi, Kualitas Sistem, Kualitas Informasi, Kualitas Layanan dan Manfat Bersih. Hasil penelitian ini, variabel yang berpengaruh kuat pada keberhasilan penerapan aplikasi SIPANDAI adalah variabel Kualitas Informasi terhadap Pengguna Sistem dengan nilai 0,743. Dan variabel yang berpengaruh lemah adalah variabel Struktur Organisasi terhadap Manfaat Bersih dengan nilai 0,421. Oleh karena itu, diperoleh rekomendasi yang dapat diberikan ke bagian pusdatin untuk melakukan perbaikan dan pengembangan pada fitur aplikasi SIPANDAI. Kata Kunci : E-Learning, UCIC, Model HOT Fit, Evaluasi, SIPANDAI

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