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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) Jurnal Ilmu Sosial dan Ilmu Politik (JISIP) KLIK (Kumpulan jurnaL Ilmu Komputer) (e-Journal) METHOMIKA: Jurnal Manajemen Informatika & Komputerisasi Akuntansi INTECOMS: Journal of Information Technology and Computer Science KOMIK (Konferensi Nasional Teknologi Informasi dan Komputer) The IJICS (International Journal of Informatics and Computer Science) JOURNAL OF SCIENCE AND SOCIAL RESEARCH Journal of Humanities and Social Studies Jurnal Abdi Ilmu Jurnal Elektro dan Telkomunikasi JURNAL MAHAJANA INFORMASI CICES (Cyberpreneurship Innovative and Creative Exact and Social Science) Jatilima : Jurnal Multimedia Dan Teknologi Informasi REMIK : Riset dan E-Jurnal Manajemen Informatika Komputer Journal of Computer System and Informatics (JoSYC) Jurnal Sistem Komputer dan Informatika (JSON) Brahmana : Jurnal Penerapan Kecerdasan Buatan Jurnal Scientia Budapest International Research and Critics Institute-Journal (BIRCI-Journal): Humanities and Social Sciences Instal : Jurnal Komputer Jurnal Info Sains : Informatika dan Sains Bulletin of Information Technology (BIT) INTERNATIONAL JOURNAL OF EDUCATION, INFORMATION TECHNOLOGY, AND OTHERS Jurnal Nasional Teknologi Komputer Jurnal Komputer Teknologi Informasi Sistem Komputer (JUKTISI) Jurnal Masyarakat Indonesia Jurnal Hasil Pengabdian Masyarakat (JURIBMAS) International Conference on Sciences Development and Technology Prosiding Seminar Nasional Teknik UISU (SEMNASTEK) Indonesian Journal of Education And Computer Science Jurnal Ilmiah Multidisiplin Indonesia International Journal of Industrial Innovation and Mechanical Engineering International Journal of Information Engineering and Science Bulletin of Engineering Science, Technology and Industry Jurnal Ekonomi dan Bisnis Journal Of Computer Engineering And Information Technology The Journal of Information Technology, Computer Science, and Electrical Engineering
Darmeli Nasution
Universitas Pembangunan Panca Budi
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Astronomy Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Physics Social Sciences Other

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Analysis of the Number of Children Owned by Nursing Home Residents Using the C4.5 Algorithm Muhammad Indra; Darmeli Nasution
Journal of Information Technology, computer science and Electrical Engineering Vol. 1 No. 3 (2024): October 2024
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v1i3.90

Abstract

Advances in information technology, particularly in data mining and machine learning, offer opportunities to increase the efficiency of nursing home management. This research aims to analyze the pattern of the number of children in nursing homes using the C4.5 algorithm, providing insight for managers to design more effective programs. The data used in this research is secondary data from the UPTD population list for Elderly Social Services for the period January to September 2024. Using RapidMiner software, a decision tree model was built to group the population based on the number of children. The analysis revealed five categories of citizens: no children, one child, two children, three children, and five children. The largest number of residents (285 people) have no children, followed by residents who have one child (63 people), three children (45 people), two children (9 people), and five children (8 people). These findings indicate that residents who do not have children are more likely to choose to live in nursing homes. This study provides a basis for increasing interaction between residents and their families, especially for those who do not have children. Further research with larger samples is needed to explore other factors influencing nursing home residents' decisions.
Designing a QRIS Management Application to Simplify Digital Transactions Using the Prototype Method Ami Abdul Jabar; Darmeli Nasution
Journal of Information Technology, computer science and Electrical Engineering Vol. 1 No. 3 (2024): October 2024
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v1i3.94

Abstract

In the digital era, financial transactions are increasingly dependent on information technology, particularly through the use of QRIS (Quick Response Code Indonesian Standard) developed by Bank Indonesia. This study aims to design a QRIS management application that facilitates business owners in efficiently managing various QR codes. The prototype method is used to describe the system to be developed, including QRIS data management, dynamic QR code generation, and structured database design. The design results show that this application can address issues related to cluttered displays caused by the use of multiple QRIS stickers, simplify the transaction process for consumers, and enhance the professionalism of merchants. Therefore, this application design is expected to contribute significantly to the efficiency of digital transactions and lay the groundwork for the development of more advanced applications in the future.
Analysis of Student Graduation at SMK Negeri 1 Stabat Using the C4.5 Algorithm Sulis Sutiono; Darmeli Nasution
Journal of Information Technology, computer science and Electrical Engineering Vol. 1 No. 3 (2024): October 2024
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v1i3.96

Abstract

This research aims to analyze the graduation rates of students at SMK Negeri 1 Stabat in the general subjects group using the C4.5 algorithm. Secondary data covering 717 students was collected and underwent a preprocessing stage to ensure accuracy. The modeling results indicate that the average score threshold for graduation is 73.823; of the 717 students, 709 are declared graduated and 8 did not pass. The use of the C4.5 algorithm has proven effective in providing insights into student graduation as well as generating decision tree visualizations that clarify the decision-making process. This study emphasizes the importance of applying data mining technology in education to enhance understanding of student learning outcomes.
Designing a Website-Based Digital Library Information System at SMK Negeri 1 Tanjung Pura Alviona Marsya; Darmeli Nasution
Journal of Information Technology, computer science and Electrical Engineering Vol. 1 No. 3 (2024): October 2024
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v1i3.102

Abstract

This research aims to design a website-based Digital Library Information System for SMK Negeri 1 Tanjung Pura to improve the management and accessibility of learning resources for students and faculty. The current library system at the school is still manual, which limits the efficiency and effectiveness of accessing books, articles, and other educational materials. The proposed system is designed to provide a user-friendly interface for searching, borrowing, and managing digital library resources. Using web development technologies such as HTML, CSS, JavaScript, and PHP, the system integrates a database to store and retrieve information on available resources. This system is expected to enhance the library’s services by enabling online access to resources, improving the efficiency of administrative tasks, and supporting a more effective learning environment. The system's design considers usability, security, and scalability to ensure its long-term viability and relevance in the educational context of SMK Negeri 1 Tanjung Pura.
Student Internship Admission Information System At Pt Pelabuhan Indonesia I Persero Belawan Branch Desy Ramatika; Darmeli Nasution
Journal of Information Technology, computer science and Electrical Engineering Vol. 1 No. 3 (2024): October 2024
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v1i3.103

Abstract

PT Pelabuhan Indonesia I or often called Pelindo I is one of the State-Owned Enterprises of Indonesia engaged in the port services sector. The student internship acceptance system at PT Pelabuhan Indonesia Persero 1 Belawan Branch still uses a manual acceptance system and students must come directly to the location to apply for an internship. So that there are often obstacles experienced by students because most likely the company is not currently opening internship acceptance or if the company has run out of quota to accept internships because the quota has been fulfilled. Following up on the problems that occurred, a design for an intern acceptance information system was created. With the hope that this intern acceptance information system can solve existing problems. So that the acceptance of interns can be done easily without having to come directly to the company. This system is made using the PHP programming language which is website-based
Web-Based System Integration in Digital Transformation of Bureaucracy and Company Management Using Agile Methods Wiko Pratama; Darmeli Nasution
Journal of Information Technology, computer science and Electrical Engineering Vol. 1 No. 3 (2024): October 2024
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v1i3.122

Abstract

Digital transformation has become a fundamental need in improving bureaucratic efficiency and company management. In this context, the implementation of web-based systems and Agile methods at PT Lion Mentari Airlines aims to speed up administration, reduce manual errors, and improve information accessibility. This study examines the integration of web-based systems in digital transformation using an Agile approach consisting of the Product Backlog, Sprint Planning, and Development stages. The developed system includes key features such as user management, attendance, leave application, and FAQ, which significantly improves operational efficiency and service quality. The results show that the application of Agile in the development of web-based systems has succeeded in reducing the potential for errors, speeding up administrative processes, and improving interaction between users and management. Thus, the integration of this system makes a great contribution to improving the company's efficiency and providing more effective solutions in managing administration and services to employees.
Roveteer: An Innovative Digital Solution for Mangrove Forest Conservation Volunteer Management in Kota Pari Village Darmeli Nasution; Indri Sulistianingsih; Ahmad Akbar; Bagus Setiawan
Journal of Information Technology, computer science and Electrical Engineering Vol. 1 No. 3 (2024): October 2024
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v1i3.131

Abstract

Mangrove forest conservation requires effective volunteer management and technological support. This study developed the Roveteer application, a specialized digital platform designed to optimize volunteer coordination and engagement in mangrove conservation efforts at Kota Pari Village. The research employed a user-centered design approach, integrating technological innovation with local ecological conservation needs. Through systematic analysis of volunteer management challenges, the application was developed to streamline recruitment, task allocation, tracking, and impact assessment of conservation activities. The Roveteer platform features include real-time volunteer registration, activity scheduling, performance monitoring, and geographical mapping of conservation zones. Prototype testing demonstrated the application's potential to enhance volunteer participation, improve communication efficiency, and provide data-driven insights into conservation efforts. Results indicated a 35% improvement in volunteer coordination and a 40% increase in documented conservation activities compared to traditional management methods. The Roveteer application represents a significant technological innovation in local environmental preservation, offering a replicable model for community-driven conservation technology that can be adapted to similar ecological contexts.
Web-Based Geographic Information System Application for Mangrove Planting Planning in Pari City Village Sri Wahyuni; Darmeli Nasution; Abdul Khaliq; Mhd Imam Maulana; Fikri Yolanda
Journal of Information Technology, computer science and Electrical Engineering Vol. 1 No. 3 (2024): October 2024
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v1i3.134

Abstract

Kota Pari Village has a strategic coastal area but faces the challenge of degradation of mangrove ecosystems. Kota pari Village has the potential for mangrove forests that can be used as tourist attractions in coastal areas. This research aims to design a Geographic Information System (GIS) to support appropriate and sustainable mangrove planting planning. The research method uses a quantitative descriptive approach with data collection techniques through field observation, interviews, and spatial analysis. The research stages include collecting geographic data, mapping ecosystem conditions, analyzing land characteristics, and identifying potential zones for mangrove planting. The Geographic Information System is developed using Web-based software by considering parameters such as topography, soil type, salinity, and abrasion rate. The results of the study show that GIS has successfully identified 15 potential zones for mangrove planting with different levels of land suitability. This system is able to provide recommendations for planting locations, appropriate types of mangroves, and appropriate conservation strategies. This research makes a significant contribution to supporting mangrove ecosystem restoration efforts, sustainable development planning, and coastal area management in Kota Pari Village.
Application of Business Intelligence to support decision making in determining competent laws in the culinary sector in Deli Serdang Regency using the decision tree algorithm. Muhammad Irsyad; Darmeli Nasution
Journal of Information Technology, computer science and Electrical Engineering Vol. 2 No. 1 (2025): February-May 2025
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v2i1.156

Abstract

This study examines the application of Business Intelligence (BI) in identifying high-potential culinary Small and Medium Enterprises in Deli Serdang Regency. By using the Decision Tree algorithm, a prediction model is built based on historical sales data, business characteristics, and business environment factors. The results of the model evaluation show that Decision Tree is able to classify competent Small and Medium Enterprises. Key factors that influence the success of Small and Medium Enterprises, such as product quality, marketing strategy, and access to financing, were successfully identified through decision tree analysis. This study concludes that the application of BI with the Decision Tree algorithm can be an effective tool for stakeholders in supporting the development of Small and Medium Culinary Enterprises in Deli Serdang Regency
Improving the Accuracy of Small and Medium Enterprise Sales Predictions in Deli Serdang Regency by Implementing Business Intelligence Using the Decision Tree Algorithm M Dico Triyadi; Darmeli Nasution
Journal of Information Technology, computer science and Electrical Engineering Vol. 2 No. 1 (2025): February-May 2025
Publisher : Yayasan Sinergi Multidimensi Kreatif

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61306/jitcse.v2i1.157

Abstract

This study focuses on improving the accuracy of sales prediction in Small and Medium Enterprises in Deli Serdang Regency through the application of Business Intelligence (BI). By using the Decision Tree algorithm, a prediction model is built based on historical sales data, seasonal factors, and macroeconomic variables. The evaluation results show that the developed model is able to predict sales with the right accuracy. In addition, this model also successfully identifies key factors that influence sales, such as price, promotion, and economic conditions. This study concludes that the application of BI can be an effective tool for Small and Medium Enterprises in making better decisions and increasing competitiveness.
Co-Authors , Arpan Abdul Khaliq Ahmad Akbar Ahmad Akbar, Ahmad Akbar, Muhammad Caesar Alex Sandro Dabukke Allya Putri Erly Perdani Alviona Marsya Ami Abdul Jabar Amren S, Hairul Amril, M. Amrizal Lubis Andi Ernawati Andysah Putera Utama Siahaan Arie Candra Panjaitan Asri Santosa Atmaja, Niko Surya Ayu Nuriana Sebayang Badriana, Badriana Baehaqi Bagus Setiawan Barutu, Sipra Bayu Putra Pratama Bela Firmantoyo Cindy Desy Ramatika Devina, Annisa Donni Nasution Dr. Leni Marlina Dwiyanto . Edo Edo Eko Hariyanto Eko Hariyanto Eswin Syahputra Farta wijaya, Rian Fernando, Ahmad Fikri Yolanda Hadi Prayitno Hafni Hafni Haralayya, Bhadrappa Herdianto Herdianto Herdianto Herdianto, Herdianto Heri Kurniawan, Heri Hermawan, Bagus Hindun Indrayani, Maida Indri Sulistianingsih IQBAL , MUHAMMAD Iqbal Wiranata Siregar, Jimmy Irwan Irwan Irwan Iswandi Idris Ivana Wardani Jabar, Ami Abdul Jesica Uli Panggabean Juliyandri Saragih Khairul Khairul Khairul, Khairul Khumairoh, Annisa Kurniawan, Fahmi Leni Marlina Liber Tommy Hutabarat Lubis, Darma Putra Ludfia Anggi Safitri Sinaga M Dico Triyadi Marsya, Alviona Mentari, Risca Sri Mhd Imam Maulana Mohammad Yusup Muhammad Ardan Muhammad Faiz Hidayah Muhammad Hidayat Muhammad Indra Muhammad Iqbal Muhammad Irfan Sarif Muhammad Irsyad Muhammad Muttaqin Muhammad Naim Nasution Muhammad Reendy Prayoga Muhammad Sigit Muhammad Syahputra Novelan Muhammad Wahyudi Mutiara Widasari Sitopu Nabila Putri Nabilah Maymoenah Nasywa Rizki Fatihah Nasywa, Khairun Pane, Danang Putra Panjaitan, Albert Parhusip, Nelviony Permata, Dinda Suci Aliya Pranoto, Sugeng Pulungan, Ahmad Fakhrizal Putri Ramadhani, Putri Raihan Novalda Zhafira Ramatika, Desy Reqha Naqhita Iswandi Rian Farta Wijaya Rian Farta Wijaya Rian Putra, Randi Rizaldy Khair Rizky Rinaldi Rizwanul Yakin Naution Naution Romani, Daniel D. S Solikhun Sahputra, Fajar Sari, Ayu Ofta SARIFUDIN Sebayang, Ayu Nuriana Septiadi, Fahri Siburian, Ramli S Simanjuntak, Yosei Ht Simorangkir, Elsya Sabrina Asmita Sinambela, Sugi Hartono Sinuhaji, Sebastian Ferdi Caras Sipra Barutu Sirait, Donna Nurhaida Masdiana Siregar, Andree Rizky Yuliansyah Sitorus , Zulham Sitorus, Mhd Arfan Sitorus, Zulham Situkkir, Meiarni Solly Aryza Sonia Natasyah Sri Wahyuni Sri Wahyuni Sri Wahyuni Sugeng Pranoto Suherman Suherman Sulis Sutiono Sulistianingsih, Indri Surbakti, Aprina Br Sutiono, Sulis Syahputra, Afandi Syahrul R, Syahrul Syamsiar, Syamsiar Tiara Sylvia Titin Mega Andini Siahaan Tuti Andriani Usman Usman Wadly, Fachrid Wahyudi Sihombing, Ridho Wardani, Ivana Wijaya, Rian Farta Wiko Pratama Winda Erika Wirda Fitriani Yahya, Susilawati Yoga Yuniadi Yusman, Yanti Zalukhu, Anzas Ibezato Zhafirah Rizki Fadilah Lbs Zuhri Ramadhan