IJDASEA (International Journal of Data Science, Engineering, and Analytics) https://ijdasea.upnjatim.ac.id/index.php/ijdasea en-US igsusrama.if@upnjatim.ac.id (Dr. Ir. Gede Susrama Mas Diyasa, ST., MT., IPU) amri.muhaimin.stat@upnjatim.ac.id (Amri Muhaimin, S.Stat, M.Stat, M.S.) Mon, 20 Nov 2023 00:00:00 +0000 OJS http://blogs.law.harvard.edu/tech/rss 60 The IT Master Plan Development of Randegan Village https://ijdasea.upnjatim.ac.id/index.php/ijdasea/article/view/4 <p>This research focuses on the transformation of Randegan Village into a Smart Village through the integration of digital technology and community empowerment. The main objective of this research is the implementation of e-government in Randegan Village through the design of an IT Master Plan to achieve a smart village. The research design involved a comprehensive analysis of the Smart Village model and literature review by citing insights from the Smart City concept and successful implementation case studies from past research. To help achieve a smart village in Randegan Village, the research team aims to carry out sensing, understanding, controlling, in Randegan Village so that an IT master plan can be created which then has the potential to become a Smart Village Development Master Plan in Randegan Village. The result is that there is a need for cooperation between educational institutions and the community to increase technological literacy. Technology education programs are suggested to overcome challenges of technology adoption. Community involvement is considered very important in developing technology applications, to encourage their acceptance and benefits. The allocation of resources for technology infrastructure is considered important, and it is also important to work with government to ensure financial support and technical assistance. The results of this study are expected to help Randegan Village in determining policies and programs for developing village information systems so that later they can improve the quality of service to villagers, increasing economic growth, and quality of life in randegan village.</p> Anita Wulansari, Tri Lathif Mardi Suryanto, Narti Apriyanti, Anindita Pratita, Usmanur Dian Iswanti, Lidya Bela Simarmata, vana Elfirdaus Copyright (c) 2023 Anita https://creativecommons.org/licenses/by-nc-sa/4.0 https://ijdasea.upnjatim.ac.id/index.php/ijdasea/article/view/4 Mon, 20 Nov 2023 00:00:00 +0000 Strategic Insights into Educational Assessment: The Implementation and Constraints of SIMCPM in Monitor-ing Student Outcomes https://ijdasea.upnjatim.ac.id/index.php/ijdasea/article/view/5 <p>In response to the evolving challenges in educational institutions, the Ministry of Education and Culture emphasizes the crucial role of effective information systems in achieving optimal educational objectives. This study introduces the Student Learning Achievement Information System (SIMCPM) as a strategic solution for systematically monitoring and evaluating student performance. The research explores the implementation of SIMCPM, focusing on its role in functional testing within educational environments. With a user-centric approach, the study investigates how SIMCPM can be integrated as an innovative tool for monitoring student learning achievements, specifically in displaying grade and attendance data. The methodology outlines the comprehensive approach to SIMCPM's development, emphasizing the use of Laravel 8 for back-end infrastructure and HTML, CSS, and JavaScript for UI/UX development. Data visualization development is highlighted, showcasing the integration of ApexCharts.JS for effective communication of educational metrics. Functionality testing ensures the reliability of the system, encompassing testing scenarios, integration testing, load and performance testing, and mobile and tablet functional testing. Results and discussion present the outcomes of SIMCPM's implementation, including data simulation, dashboard rendering, and functionality testing. The study introduces dashboard features for students, lecturers, and the Head of Study Program, emphasizing speed, efficiency, and data visualization quality. Functionality testing results confirm the robustness of the system. The subsequent section interprets the results, addressing implications, strengths, limitations, and potential improvements in the SIMCPM system. The conclusion recommends continuous testing with real-time data, user feedback integration, and potential enhancements such as predictive analytics and personalized learning recommendations to ensure sustained effectiveness in supporting academic processes. Overall, SIMCPM emerges as a promising tool for efficient academic management, subject to continuous refinement and innovation.</p> Seftin Fitri Ana Wati, Anindo Saka Fitri, Anik Vega Vitianingsih, Abdul Rezha Efrat Najaf Copyright (c) 2023 Seftin Fitri Ana Wati, Anindo Saka Fitri, Anik Vega Vitianingsih, Abdul Rezha Efrat Najaf https://creativecommons.org/licenses/by-nc-sa/4.0 https://ijdasea.upnjatim.ac.id/index.php/ijdasea/article/view/5 Fri, 24 Nov 2023 00:00:00 +0000 Hybrid Holt Winter-Prophet method to forecast the num-ber of foreign tourist arrivals through Bali's Ngurah Rai Airport https://ijdasea.upnjatim.ac.id/index.php/ijdasea/article/view/8 <p>The Indonesian is an archipelago rich in culture and natural resources. The Government of Indonesia utilizes this wealth by maximizing the tourism potential to earn sizeable foreign exchange. As a major destination, the Indonesian government needs a strategy to ensure foreign tourists continue to increase in terms of health, cleanliness, a sustainable environment and infrastructure. When we can forecast the number of foreign tourists, it is hoped that the government can establish appropriate policies to develop tourism. Based on this, an appropriate forecasting method is needed. This study will use a hybrid model with the Holt-Winter and the Prophet method. The data used is the number of foreign tourists to Bali through Ngurah Rai Airport from January 2009 to December 2019. This study will use stages based on the OSEMN Framework. These stages are Obtain, Scrub, Explore, Model, and Interpret. The result of this study is that the MAPE value for the Hybrid Method is 2.5880%. This result means the Hybrid Holt Winter-Prophet is better than the Holt Winter Method</p> Aviolla Terza Damaliana, Kartika Maulida Hindrayani , Tresna Maulana Fahrudin Copyright (c) 2023 Aviolla Terza Damaliana, Kartika Maulida Hindrayani , Tresna Maulana Fahrudin https://creativecommons.org/licenses/by-nc-sa/4.0 https://ijdasea.upnjatim.ac.id/index.php/ijdasea/article/view/8 Fri, 24 Nov 2023 00:00:00 +0000