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Tri A. Sundara
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tri.sundara@stmikindonesia.ac.id
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+628116606456
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ijcs@stmikindonesia.ac.id
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Jalan Khatib Sulaiman Dalam 1, Padang, Indonesia
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INDONESIA
The Indonesian Journal of Computer Science
Published by STMIK Indonesia Padang
ISSN : 25497286     EISSN : 25497286     DOI : https://doi.org/10.33022
Core Subject : Science, Engineering,
Computer Science & IT Electrical & Electronics Engineering Engineering
The Indonesian Journal of Computer Science (IJCS) is a bimonthly peer-reviewed journal published by AI Society and STMIK Indonesia. IJCS editions will be published at the end of February, April, June, August, October and December. The scope of IJCS includes general computer science, information system, information technology, artificial intelligence, big data, industrial revolution 4.0, and general engineering. The articles will be published in English and Bahasa Indonesia.
Arjuna Subject : Ilmu Komputer (semua kategori) - Ilmu Komputer (Lain-Lain)
Articles 59 Documents
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Search results for , issue "Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)" : 59 Documents clear
Penerapan Metode Design Thinking Terhadap Perancangan User Interface Marketplace BuildID Untuk User Putra, Pacu; Irfa, Nyayu Nhasywa Perialah; Sazaki, Yoppy; Hardiyanti, Dinna Yunika; Novianti, Hardini
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3398

Abstract

Marketplace Build Id merupakan marketplace berbasis mobile yang dikembangkan oleh PT. Semen Baturaja. Marketplace ini berguna untuk meningkatkan penjualanan, promosi serta pemasaran. Build Id sendiri telah tersedia dalam bentuk website dan sedang mengembangkan versi android atau mobile. Penelitian ini bertujuan membantu perancangan user interface Build Id milik PT. Semen Baturaja agar lebih terarah pada fitur-fitur yang akan diimplementasikan sehingga hasilnya dapat sesuai dengan kebutuhan pengguna. Sedangkan metode perancangan yang dipakai yakni Design Thinking akan diimplementasikan melalui prototype aplikasi Build Id dan dilakukan pengujian black-box testing berguna untuk mengetahui fungsionalitas sistem dari aplikasi Build Id. Hasil dari pengujian menunjukkan bahwa marketplace Build Id berjalan dengan baik serta sesuai yang diharapkan.
Framework for Project Sustainability for Power Installations Using Business Intelligence Approach: A Systematic Literature Review Esiefarienrhe, Bukohwo Michael; Maine, Itumeleng Michael
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3402

Abstract

The growing concerns about environmental sustainability and energy conservation have led to increased interest in optimizing electricity consumption and billing processes in various projects. This research article presents a comprehensive study on the development and application of Business Intelligence (BI) frameworks for enhancing project sustainability through data-driven energy management. Through the integration of BI tools and techniques, this research investigates the analysis of electricity consumption patterns, billing accuracy, and cost-effectiveness in diverse project contexts. The article emphasizes the significance of data preprocessing, statistical analysis, and predictive modelling in uncovering valuable insights to support informed decision-making. Additionally, the review examines the concept of project sustaibility, emphasizing its significance in achieving desired outcomes, meeting stakeholder expectations, and ensuring the project’s viability in an ever-changing environment. Traditional project management approaches often fail to adequately address sustainability concerns, leading to project failures or limited long-term impact. Hence, the review highlights the growing importance of leveraging BI-driven frameworks to enhance project sustainability in various sectors, including in Information and Communication Technology (ICT) domain. The Systematic literature review (SLR) method was used involving the scooping of 230 articles from over 8 global academic databases. With the use of exclusion criteria, only 61 articles were used in the study. The analysis of the articles shows that 57% were journal articles, 39% were conference proceedings, 2% were thesis/dissertations and 2% were generic. Within the scope of this literature review, key terms and keywords were identified to provide insights into the development of a novel BI-driven framework for project sustainability. Consequently, future research directions are identified to further explore the integration of renewable energy sources, AI and machine learning applications, and behaviour-based energy management strategies within BI frameworks for sustainable project outcomes. This review lays the foundation for future research endeavours in developing innovative BI-driven frameworks that foster sustainable practices and contribute to a greener and more resilient future across diverse industries and projects.
Analisis Pengaruh User Satisfaction Terhadap Niat Penggunaan Sistem Informasi Kearsipan Dinamis Terintegrasi (SRIKANDI) pada Pemerintahan Kota Palembang : Analysis of the Influence of User Satisfaction on Intention to Use Integrated Dynamic Archival Information Systems in Palembang City Government Zhafira Zafitri; Putra, Apriansyah
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3403

Abstract

Transformasi digital berperan penting di Pemerintahan Indonesia dengan SRIKANDI (Sistem Informasi Kearsipan Dinamis Terintegrasi) yang diluncurkan oleh Kementerian PANRB pada 2020. Pada Februari 2023, SRIKANDI mulai diterapkan di Pemerintah Kota Palembang. Namun, fakta yang ada menunjukkan bahwa banyaknya aplikasi pemerintah yang tidak digunakan dan dinilai tidak efisien. Salah satu penyebab permasalahan tersebut terjadi dikarenakan rendahnya tingkat kepuasan pengguna. Oleh karena itu, perlu dilakukan analisis pengaruh user satisfaction terhadap niat penggunaan SRIKANDI di Pemerintahan Kota Palembang, terutama dari perspektif Aparatur Sipil Negara (ASN) sebagai pengguna SRIKANDI. Penelitian ini menggunakan teori Delone & McLean IS Success Model untuk mengukur faktor-faktor tiap dimensi kualitas, user satisfaction, intention to use, dan menambah faktor privacy concerns. Data dikumpulkan melalui kuisioner yang diberikan kepada 250 ASN di Kota Palembang. Data yang diperoleh dianalisis menggunakan aplikasi SmartPLS 4 dan teknik PLS-SEM. Hasil penelitian menunjukkan bahwa User Satisfaction berpengaruh positif pada Intention to Use. Sementara itu, User Satisfaction dipengaruhi positif secara signifikan oleh Completeness, Pleasure, dan Assurance. Availability dan Privacy Concerns tidak memiliki pengaruh signifikan terhadap User Satisfaction.
Sentiment Analysis of Hotel Reviews Using Support Vector Machine Simarmata, Alexander Romian; Muhammad Zakariyah
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3405

Abstract

With technology nowadays, everyone can leave their review about a hotel on the internet. This creates a new issue for the hotel itself because the reviews can come in in thousands amount. This will consume a lot of time to handle these reviews manually. In this study, a sentiment analysis model will be made to overcome the issue. The data in this study is collected from Kaggle website. This data contains 20,491 reviews about a hotel. The data will then be preprocessed and given a label for each data point. Then, the model is trained using the clean data. The model will use Naïve-Bayes, Logistic Regression, and Support Vector Machine algorithm. From the result performed, it's concluded that Support Vector Machine performed more accurately with 94% rate.
Pengaruh Knowledge Management Factor Terhadap Keberlanjutan Penggunaan E-learning Elna Sari, Cici; Tania, Ken Ditha; Wedhasmara, Ari; Apriansyah Putra
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3406

Abstract

E-learning adalah pemanfaatan teknologi informasi sistem pembelajaran. Fungsi e-learning menerapkan praktik manajemen pengetahuan (KM). Beberapa penelitian telah menyelidiki faktor-faktor tertentu yang mempengaruhi penerimaan pembelajaran melalui pembelajaran daring. Namun, kajian tentang faktor manajemen pengetahuan yang mempengaruhi keberlangsungan adopsi e-learning pada masa transisi pascapandemi relatif baru dan belum dilaporkan dalam literatur yang ada. Oleh karena itu, tujuan utama dari penelitian ini adalah mengembangkan Expectation Confirmation Model (ECM) dengan faktor KM (acquisition, sharing, implement and protection) untuk menguji keberlanjutan penggunaan e-learning khususnya di Universitas Sriwijaya. . Penelitian ini menggunakan Partial Least Squares Structural Equation Modeling (PLS-SEM) untuk memvalidasi model yang dikembangkan. Data dikumpulkan dari 267 mahasiswa aktif Universitas Sriwijaya yang menggunakan atau sedang menggunakan e-learning dalam perkuliahan. Hasil penelitian ini menunjukkan bahwa faktor manajemen pengetahuan, dalam hal ini knowledge acquisition (KA), knowledge sharing (KS), knowledge application (KAP), dan knowledge protection (KP), merupakan faktor penting dalam menentukan keberlangsungan penggunaan layanan. e-learning di Universitas Sriwijaya.
Android-based Mobile Application with Rapid Application Development model for Village Administration Services Johan, Fanny; Jansen Wiratama; Sunardi Oetama, Raymond; Ady Sanjaya, Samuel; Fernandi Wijaya, Santo; Sony Eko Nugroho, Antonius
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3407

Abstract

Village administration services are essential in a village's progress and villagers' satisfaction with village officials. There are many villages in Indonesia where services still need to be more optimal because they have limitations in disseminating information, unclear procedures, and the status of service applications that cannot be monitored. Mobile-based applications can optimize village administration services, which can bridge between villagers and village officials. From the results of several previous studies, the Rapid Application Development (RAD) model is relevant to be applied in designing Android-based village service applications with the Flutter framework. The SHA-512 algorithm is implemented to increase security by hashing passwords to strengthen database security in village service applications. The application produced in this research has been tested using the User Acceptance Test (UAT) method, and it was concluded that this system is suitable for use by villagers and improves Cihuni village services.
Transformasi Pertanian Dalam Ruangan: Hidroponik Cerdas Berbasis IoT : Indoor Farming Transformation: IoT-Based Smart Hydroponics Caniago, Deosa Putra; Masril, M Abrar
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3408

Abstract

The growth of technology has had a significant impact on the agricultural sector, including the method of hydroponic cultivation. According to the Basic Health Research (Riskesdas) conducted by the Ministry of Health, 90% of the Indonesian population lacks sufficient vegetable consumption. The World Health Organization (WHO) recommends a daily vegetable intake of around 400 grams for adults, which can be fulfilled through indoor hydroponic gardens. However, hydroponic cultivation requires intensive monitoring and control, posing a challenge for busy urban communities. Therefore, one solution to address the challenges in hydroponic farming is leveraging Internet of Things (IoT) technology and utilizing Real-time Clock (RTC) to create a Smart Indoor Hydroponic Garden system that enables real-time control of water pH and room temperature using temperature sensors and water quality sensors. This system can be utilized by urban individuals who lack access to open land, allowing them to meet their daily vegetable needs directly from home.
Positive Influence of Entrepreneurship Mobile Media Implementation on Entrepreneurial Interest & Learning Outcomes Yunus, Yuliawati; Ganefri; Yulastri, Asmar
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3410

Abstract

Blended learning is very important today, and various platforms are used to achieve reasonable learning goals in education, ranging from low to high levels. Different learning platforms are implemented in e-learning systems, mobile applications, and other interactive media. The venue is only sometimes able to help students in learning thoroughly. So that there is a need for learning style adjustments to the learning process. This study uses an Android-based entrepreneurship learning media application to determine the results of entrepreneurial education and students' entrepreneurial interests. The type of research used was a quasi-experiment with a population of 406 students. Samples were taken using purposive sampling techniques. The instruments used in this study are objective tests and questionnaires of entrepreneurial interest. The analysis technique used was Anova with test F. The results revealed a positive influence between implementing entrepreneurial mobile media on increasing entrepreneurial interest and student learning outcomes
Pengaruh Konsistensi Implementasi Kebijakan Terhadap Niat Keberlanjutan Penggunaan SRIKANDI di Kota Palembang Febriani, Kenny Triana; Putra, Apriansyah
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3411

Abstract

Di era digital saat ini, pemerintah membutuhkan sistem informasi kearsipan dinamis terintegrasi yang memudahkan penyimpanan dan pengelolaan arsip secara elektronik. Salah satu sistem informasi kearsipan dinamis terintegrasi yang digunakan oleh Pemerintah Kota Palembang adalah SRIKANDI. Sistem Informasi Kearsipan Dinamis Terintegrasi (SRIKANDI) adalah perangkat lunak untuk mengelola arsip instansi pemerintah atau dokumen digital. Dalam penelitian ini menggunakan metode Technology Acceptance Model (TAM) adalah teori yang menggambarkan penerimaan dan interpretasi teknologi informasi baru, dimana untuk mengeskplorasi perceived ease of use, perceived usefulness, satisfaction, dan acceptance intention hasil penelitian ini memperlihatkan variabel Perceived Ease OF Use, Perceived Usefulness, Satisfaction, dan Acceptance Intention berpengaruh positif terhadap konsistensi implementasi kebijakan terhadap niat keberlajutan penggunaan aplikasi SRIKANDI.
Measurement of IT Governance Capabilities Using COBIT 2019 in the Indonesian Business Sector Cuatanto, Ricardo; Sutomo, Rudi
The Indonesian Journal of Computer Science Vol. 12 No. 5 (2023): The Indonesian Journal of Computer Science (IJCS)
Publisher : AI Society & STMIK Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33022/ijcs.v12i5.3412

Abstract

The Indonesian business sector uses information technology to support private, business, and governmental decision-making. However, there are problems with IT implementation, such as a weak Business Continuity Plan, a lack of change testing procedures, and insufficient project review activities. Utilising the COBIT performance model based on COBIT 2019, this study seeks to evaluate the IT governance of the Indonesian business sector. The chosen domains are BAI05 (Managed Organizational Change), BAI06 (Managed IT Changes), and BAI07 (Managed IT Change Acceptance and Transitioning). According to the results, BAI05 scored level 2 (90.6%), BAI06 scored level 2 (80.3%), and BAI07 scored level 2 (87%) respectively. Level 3 (78%) is where BAI07 falls short and needs to be improved. Following a set timeline, recommendations will be implemented once they have been approved by SM Innovation & Digital Transformation and Manager Innovation & IT Project Management in the Indonesian Business Sector.

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