Abstract:This research aims to apply the Naïve Bayes method to determine the eligibility of receiving the Smart Indonesia Program (PIP) at the 017107 Kisaran Naga State Elementary School by analyzing 207 student data. The CRISP-DM…
DM approach was used through six stages: business understanding, data understanding, data preparation, modeling, evaluation, and implementation. The variables analyzed included means of transportation, KPS and KIP recipients, worth a pip, reasons for eligibility, number of siblings, distance from home to school, and parents' income.
The results showed that this method achieved 89% accuracy, 85% precision for the positive class, and 92% for the negative class. A total of 125 students (59.9%) were declared eligible to receive assistance, while 82 students (40.1%) did not meet the criteria. The Naïve Bayes method is effective in supporting decision-making for the provision of targeted educational assistance
Abstract:Everbright has become one of the distributing companies selling various products, one of which is the Dettol product. In optimizing the stock and marketing of Dettol products, the company faces difficulties in identifying…
g the best-selling products and those less favored by customers. This research data originates from the sales transaction data of Dettol soap in November, comprising 77 sales data. Through the use of data mining, particularly the K-means Clustering method, it becomes a relevant approach to solving this issue. The objective of this research is to avoid excess inventory that remains unsold while meeting the diverse needs of customers. The results of this study show the visualization of the distribution of Dettol soap product clusters and grouping based on sales levels. There were 21 best-selling item data, 31 well-selling item data, and 25 less popular item data, enabling the company to manage inventory based on the best-selling items.
Abstract:The Self-Help Housing Stimulant Assistance (BSPS) is a government house renovation program aimed at low-income communities. This program aims to enhance self-sufficiency in construction and improve the quality of houses,…
facilities, infrastructure, and public utilities through the principle of mutual cooperation. BSPS recipients must meet several criteria, such as income, house ownership status, house size, floor type, wall type, roof type, and water source. To address issues based on these criteria, Data Mining techniques using the Naive Bayes method were employed. This study utilized a dataset of BSPS recipients in Air Genting Village, Air Batu Sub-district, comprising 88 samples. The classification results from applying Naive Bayes yielded a precision value of 84%, a recall value of 81%, an F1-score of 82%, and an accuracy of 81%. The objective of this research is to facilitate the classification of eligible and rightful recipients of government assistance in the form of BSPS. The results of this study are expected to provide an alternative solution in determining BSPS recipients in Air Genting Village, Air Batu Sub-district
Abstract:The use of technology in education has become a necessity to improve the performance and effectiveness of the teaching and learning process. This article aims to explore the utilization of Google Tools by teachers at Brainfor…
infor Kindergarten School to enhance their performance. The methods used include observation and interviews with teachers as well as analysis of the use of Google tools such as Google Classroom, Google Drive, and Google Meet. The results of this study indicate that the use of Google Tools can improve efficiency in lesson planning, task management, and communication between teachers and parents. Additionally, Google Tools assist in the professional development of teachers by providing easier access to resources and online training. Therefore, the implementation of this technology is expected to be continuously supported and developed to enhance the quality of education at Brainfor Kindergarten School
Abstract:Observations carried out at the beginning of campus education program activities at UPTD Sekolah SDN 015861 Bunut Seberang showed that digital literacy and numeracy skills are very important to improve in the current digital…
ital era. Some of the problems identified include low interest in reading, difficulty in simple arithmetic operations, and lack of clarity in the library. Therefore, students have developed several programs to improve digital literacy and numeracy in schools. Recommended programs such as reading fluency, coloring pages, math puzzles, bullying education, library organization, and literacy corners will help students improve their literacy and digital skills. Interactive and varied learning methods aim to increase student interest and participation in the learning process. Apart from that, the use of technology is also an important part of increasing digital literacy and numeracy. Through training, workshops, development of digital educational content, and integration of digital and computing skills into the curriculum, we aim to enable students to develop skills that meet the needs of our time. Through these programs, it is hoped that students will improve their literacy and numeracy skills, help them handle digital information better and prepare them to face the challenges of this digital era. We hope that the results of this Teaching Campus program can provide great benefits for education and the development of students' skills at school.
Abstract:This study aims to describe the effectiveness of Services at the Harapan Makmur Village Office. This study was conducted for approximately 3 months, the location of the study was in Harapan Makmur Village, Kurik District,…
, Merauke Regency. The method used in this study is descriptive qualitative with data analysis techniques using sources according to Miles and Huberman, namely data reduction, data presentation, and drawing conclusions. The number of informants in this study was 10 informants. research results. Based on the discussion of the three dimensions of tangible public service, reliability, and responsiveness, it can be concluded that public services in Harapan Makmur Village have shown real efforts to meet community expectations, although their implementation still faces various challenges. In terms of tangible, the availability of information boards is quite good physically, but not yet fully effective in conveying messages clearly and inclusively. From the aspect of reliability, the commitment to timely and procedural services is indeed visible, but it is not evenly distributed and there are still complaints regarding inconsistency. Meanwhile, in terms of responsiveness, village officials have shown good intentions to respond to community needs, but consistency in responding to complaints and needs of residents still needs to be improved.
Abstract:This study aims to describe the effectiveness of Services at the Harapan Makmur Village Office. This study was conducted for approximately 3 months, the location of the study was in Harapan Makmur Village, Kurik District,…
, Merauke Regency. The method used in this study is descriptive qualitative with data analysis techniques using sources according to Miles and Huberman, namely data reduction, data presentation, and drawing conclusions. The number of informants in this study was 10 informants. research results. Based on the discussion of the three dimensions of tangible public service, reliability, and responsiveness, it can be concluded that public services in Harapan Makmur Village have shown real efforts to meet community expectations, although their implementation still faces various challenges. In terms of tangible, the availability of information boards is quite good physically, but not yet fully effective in conveying messages clearly and inclusively. From the aspect of reliability, the commitment to timely and procedural services is indeed visible, but it is not evenly distributed and there are still complaints regarding inconsistency. Meanwhile, in terms of responsiveness, village officials have shown good intentions to respond to community needs, but consistency in responding to complaints and needs of residents still needs to be improved.
Abstract:Yanggandur Village, Sota District, Merauke Regency has the task of providing services to all elements of society regardless of social status in order to provide excellent service to the community. One of the problems that…
t occurs in the village office is the poor service so that the community complains about the service provided because the manufacturing process is very convoluted and waits for a long time The purpose of this study is to find out the effectiveness of the work of village officials in improving services in Yanggandur Village, Sota District, Merauke Regency. This study uses a qualitative research method with a descriptive approach. The data collection technique uses observation, interview, and documentation techniques. The results of this study illustrate that the effectiveness of the work of village officials in improving services in Yanggandur Village, Sota District, Merauke Regency in the implementation of services has not been carried out effectively. This happens because there is still a lack of government responsibility, especially village officials in providing good services to the community. The lack of initiative of the village officials to adapt to the community environment and also the lack of village office facilities so that all activities do not run well and efficiently. For the Yanggandur village apparatus to be able to improve the quality of service, meet the needs of the community well and also build relationships with a more participatory approach with the community so that the services provided will produce good results.
Keywords: Effectiveness, Service, Village Apparatus
Abstract:This research examines the role of youth in supporting e-government in the era of digital-based government 5.0, highlighting how the younger generation can be the main agent in the digital transformation of government. In…
n this context, youth not only act as users of technology, but also as developers of innovations that support the efficiency, transparency, and responsiveness of public services. Secondary data collected through document searches of literature, journal articles, government reports, and other official documents form the basis of this research analysis. The descriptive-analytical qualitative method is used to describe and criticise various aspects of the role of youth in e-government. Case studies such as "LAPOR!" and "Qlue," as well as hackathon initiatives, show how youth directly contribute to the development of digital solutions. In addition, their participation in e-participation platforms such as "Musrenbang Online" shows active engagement in technology-based decision-making processes. Youth also play a role in digital literacy campaigns, helping less tech-savvy communities to utilise e-government services. Involvement in advocacy and research further underlines the potential of youth as a source of innovative ideas and solutions. The results of this study confirm that the contribution of youth in supporting e-government is significant and covers various aspects, from technology development, participation in policy processes, to education and advocacy. Thus, youth are the main key in accelerating the digital transformation of government, ensuring that technology can be maximally utilised to improve the quality of public services and meet the needs of society in the digital era 5.0.
Keywords: Youth, E-Government, Digital 5.0, Digital Transformation
Abstract:Good APBD management will have a positive impact on all levels of society, the hope of the Indonesian people. The problem formulation in this research is: 1. How can the principles of good governance be applied in administering…
stering the South Konawe Regency APBD? 2. What factors influence the implementation of South Konawe Regency APBD management? The objectives of this research are 1. To determine the application of good governance principles regarding transparency, legal compliance and accountability in regional financial management at the South Konawe Regency Regional Financial and Asset Management Service. 2. To find out the factors that influence the implementation of good governance in the management of the South Konawe Regency APBD. The advantages of this research are: 1. Conceptually, the results of this research are expected to improve and expand scientific understanding, especially in the study of financial management.2. In terms of implementation, it is hoped that the results of this research can provide input and suggestions to the South Konawe Regency Regional Financial and Asset Management Service so that transparency, compliance and accountability can be achieved in carrying out its functions and responsibilities.3. Methodologically, it can take the form of a study in the context of developing a research methodology that meets the practical and theoretical requirements of development administration studies. The research results show that the application of good governance principles in APBD management in South Konawe Regency has not met our expectations..