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:The development of information technology provides solutions for increasing efficiency and accuracy in decision-making, such as in determining students eligible for BLT at SD Swasta IT ABI Husni. This study aims to implement…
ment the Naive Bayes algorithm to support a more objective BLT recipient selection process. The method used is CRISP-DM, starting from understanding the problem, data preparation, to model implementation. The data analyzed included type of residence, KPS recipients, parents' income, KIP recipients, number of siblings, distance from home and reasons for eligibility for BLT used were data from students of SD Swasta IT ABI Husni in the odd semester of 2024/2025, with a total of 137 data. The results of the study showed that the Naive Bayes algorithm was able to achieve an accuracy level of 98% with precision and recall of up to 100%, proving the effectiveness of the model in minimizing classification errors. In conclusion, the use of the Naive Bayes algorithm can help make decisions that are more targeted, transparent, and fair in the distribution of BLT.
Abstract:This research is motivated by the large number of prospective students who simply choose a major when they want to enter a vocational school without considering their abilities. The Decision Tree or C45 method is used because…
cause it is able to make decision trees that are easy to describe, and has a level of efficiency in handling discrete and numeric attribute data. While the Naive Bayes method is used because it has a high accuracy of results. This research was conducted based on data from students of SMK Muhammadiyah 10 Kisaran which contained questions about feelings of wrong majors, interests, and determinants of other majors. Data is divided into 2 labels, namely free labels (y) and bound labels (x). Followed by dividing the dataset into training data and testing data with a ratio of 70:30 in both methods to get the level of accuracy. From the results given, it can be seen that the C45 algorithm has an accuracy of 85% and the Naive Bayes algorithm has an accuracy of 26%. This shows that the C45 algorithm is more effective in classifying the available datasets compared to the Naive Bayes.
Abstract:Efficient queue management is a major challenge in public services, including in Cibeunying District. Traditional manual systems often lead to unorganized queues, long waiting times, and public dissatisfaction. This study…
y aims to design and implement a more modern and structured technology-based queue numbering system. The system is designed as a web-based application that allows users to take queue numbers directly on-site or via mobile devices. Additionally, the system is equipped with an automatic call feature, where if a number is not present after two calls, the next number is automatically called. The implementation results show that this system can improve service efficiency, reduce waiting times, and provide a more convenient experience for the community. With this system, the Cibeunying District can significantly optimize the quality of its public services.
Abstract:Covid-19 is a serious health problem that occurs globally, including in Indonesia. Mathematical modeling is one way to see how the spread of the Covid-19 pandemic is developing. The model used in this study is SVEI1I2R and…
nd its stability will be seen. The article discusses the stability of fixed points using the Jacobian matrix and the Routh-Hurwitz criterion as well as the Castilo-Chaves and Song Theorems, reproduction numbers, and their numerical analysis. The results of the analysis show that the stability of fixed points is related to the basic reproduction number determined by the next-generation matrix, stability analysis in accordance with the theorem and the distribution of the population is shown in a numerical graph.
Abstract:This study provides an overview of the implementation of the Regulation of the Minister of Home Affairs Number 72 of 2022 in Merauke Regency. The purpose of this study is to analyze and comprehensively describe the implementation…
mentation of the Regulation of the Minister of Home Affairs Number 72 of 2022 in Merauke Regency and to identify the factors inhibiting its implementation in the region. This study applies Edward C. III’s policy implementation theory and uses a qualitative research approach through in-depth interviews with 16 informants to explore their meanings, perceptions, and understandings. A semi-structured interview approach was employed to enable the researcher to obtain flexible yet focused data, as stated by Prof. Dr. Lexy J. Moleong (2014). The study utilized an interactive data analysis technique consisting of data collection, data reduction, data presentation, and conclusion drawing. The results of this study indicate that the implementation of the Digital Population Identity (IKD) policy in Merauke Regency has been carried out in accordance with directives from the central government through a tiered and continuous communication mechanism. However, its implementation has not yet been optimal at the regional level. The main obstacles include limited socialization, low understanding and acceptance of the policy among implementers, the absence of specific Standard Operating Procedures (SOPs) for IKD, and the lack of motivation, commitment, and integrity of human resources, ICT infrastructure, and budgetary support. In addition, the social, economic, cultural, and geographical conditions of the community also hinder the utilization of IKD, resulting in its limited use and the continued dominance of physical population documents. The findings of this study emphasize the need to strengthen communication aspects, resources, implementers’ commitment, and policy adjustments to local conditions in order to achieve the objectives of the IKD policy effectively and equitably.
Abstract:This study aims to analyze the effectiveness of public service delivery in issuing Certificate of Indigency (SKTM) at Karang Indah Village Office, Merauke Regency. The background of this research is based on the increasing…
ng number of SKTM applications each year, which has not been matched by optimal service quality improvements. This study employs a qualitative method with a descriptive approach. Data collection techniques include observation, interviews, and documentation involving 11 informants consisting of village officials and community members. The results show that, in general, the SKTM service at Karang Indah Village Office is relatively effective, particularly in terms of procedures and costs, which are simple, transparent, and free of charge. The service completion time is also relatively fast, often completed within one working day. However, several challenges still affect service effectiveness, such as inconsistencies in procedural implementation, limited facilities and infrastructure, manual administrative systems, and insufficient public awareness regarding the requirements for obtaining SKTM. Additionally, coordination between neighborhood units (RT) and the village office remains suboptimal, potentially causing service delays. This study concludes that the effectiveness of SKTM service delivery in Karang Indah Village needs improvement through digital service innovation, capacity building for administrative staff, and strengthening supervision and public outreach.
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:Abstract Women's representation in parliament is an important indicator in realising gender equality and inclusive democracy. To support this, Indonesia has adopted a 30% quota policy for women in legislative candidacy since…
since the 2004 elections. This policy aims to increase women's participation in politics and ensure women's voices are represented in decision-making. However, even though this policy has been implemented, women's representation in parliament is still far from the expected target. In the 2019 elections, women's representation in the People's Representative Council (DPR) only reached 20.5%. This research analyses the implementation and effectiveness of gender quota policies in Indonesia using a qualitative approach. Findings show that the main obstacles to implementing gender quotas include the dominance of patriarchal culture, lack of support from political parties, discrimination against female candidates, and weak supervision and law enforcement. On the other hand, this policy has made a positive contribution in the form of increasing the number of women elected as legislative members, although this contribution is still limited. In conclusion, the effectiveness of the 30% quota policy for women in parliament requires strengthening commitment from various parties, including political parties, society, and election management institutions. Research recommendations include strengthening the capacity of female candidates, increasing supervision of quota implementation, as well as wider outreach about the importance of women's representation in politics. With these steps, it is hoped that gender equality in parliament can be achieved better in the future.
Keywords:, women's representation, parliament, politics, Indonesia.