Abstract:Education plays an important role in improving the quality of human life, but economic constraints often prevent many students from continuing their education. The Smart Indonesia Program (PIP) was launched to address these…
ese issues by providing educational assistance. However, in its implementation, the selection of PIP recipients at IT Al-Ikhsan Private Junior High School is still inaccurate. This research aims to classify the eligibility of PIP recipients using the Naive Bayes method. This method is applied to student data from the school's Dapodik in 2024 which consists of 265 students. The data is processed through CRISP-DM data mining stages, namely Business Understanding, Data Understanding, Data Preparation, Modeling, Evaluation, and Deployment. As a result, the Naive Bayes model showed an accuracy of 92.31% with a precision value for the “Yes” class of 89%, recall 100%, and F1-score 94%. In conclusion, variables such as means of transportation, KPS and KIP recipients, parents' income, and distance from home to school affect the eligibility of PIP recipients.
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:The educational approach in Indonesia, especially at Madrasah Tsanawiyah (MTs) Daarussalam, must respond to the challenges of globalization and rapid advances in information technology. This change requires a transformation…
ion of the learning system from conventional methods that are oriented toward memorization to an educational model that is more interactive and relevant to the needs of the times. Critical, creative, and adaptable skills are a must for graduates to compete in the dynamic world of work. Integrating digital technology in learning, such as the use of AI-based learning tools and digital platforms such as ChatGPT, has the potential to increase student participation and provide a more individualized approach to teaching. In this context, MTs Darussalam is committed to carrying out transformation by increasing teachers' understanding of educational technology and implementing professional training. By implementing a collaborative and creative digital learning model, it is hoped that students can develop into critical thinkers and problem solvers ready to face future challenges. This transformation is not just a change in methods but an educational investment aimed at building competitive human resources in the global era.
Abstract:Households, as the smallest environment in society, contribute to the generation of waste. To reduce the occurrence of soil, water and air pollution in the environment due to household waste, organic waste can be processed…
ed into compost. The purpose of this activity is to increase the knowledge of partners through awareness and demonstration and invite the community to manage organic waste in their environment to be composted. The service was conducted in Bukit Permata Sumbari II Housing located in Pekanbaru. The partners are housewives who live in the housing with a total of 15 people. Activity methods include awareness raising, counseling, demonstration and evaluation. The knowledge and understanding of housewives in Bukit Permata Sumbari II Housing towards processing household waste into compost increased by 23.70%. Participants had basic knowledge about the utilization of household waste into compost by 69.63%, while after counseling it increased to 93.33%. Housewives have the skills and are able to make compost, although the results are not optimal because the organic waste is still large, so the composting process takes a long time.
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 research is motivated by the suboptimal implementation of good governance principles in public services at the village level, which influences public perceptions of the performance of government officials. The purpose…
se of this study is to analyze public perceptions of the implementation of the principles of accountability, transparency, openness, and the rule of law in public services in Gurinda Jaya Village, Merauke Regency, and to identify supporting and inhibiting factors. This study used a qualitative approach with a descriptive approach through observation, in-depth interviews, and documentation of village officials and community service users. The results indicate that the implementation of good governance principles has not been optimal, characterized by discrepancies in service delivery times with established standards, limited public understanding of service information, inconsistent transparency practices, and an unfulfilled sense of justice and legal certainty in public services. The study's conclusion confirms that strengthening apparatus capacity, improving discipline and integrity, and strengthening village government commitment and community participation are important implications for realizing more effective and accountable village governance.
Abstract:Kelompok Informasi Masyarakat (KIM) serve as strategic partners of the government in disseminating information to the public, particularly in remote and rural areas. In the era of digital transformation, the role of KIM…
is increasingly crucial in promoting digital literacy to enhance access, understanding, and utilization of information technology among communities. This study aims to examine and optimize the role of KIM in improving digital literacy in Merauke Regency. A qualitative approach was employed, using data collection techniques such as observation, in-depth interviews, and document analysis with several active KIM groups in Merauke. The results show that although KIM holds great potential as agents of digital literacy, limitations in human resource capacity, technological infrastructure, and lack of training are the main challenges. Therefore, optimizing the role of KIM requires regular training, cross-sector collaboration, and regulatory and budgetary support from the local government. Thus, KIM can become key drivers in building an inclusive and competitive digital society in Merauke.
Abstract:This research aims to analyze the effectiveness of Minimum Service Standards (MSS) implementation at the Department of Population and Civil Registration (Disdukcapil) in Merauke Regency, South Papua Province. MSS are crucial…
cial instruments for guaranteeing community rights to quality basic services, including civil administration services. Despite their establishment, challenges persist in ensuring that services provided align with the stipulated standards. The research employed a descriptive qualitative approach, collecting data through in-depth interviews, observation, and document analysis. Key informants included the head of the department, service-providing staff, and representatives of community service users. The findings indicate that MSS implementation at Merauke Disdukcapil has generally been underway, though its effectiveness varies across service types. Some MSS indicators, such as service waiting times and cost certainty, have been well-met. However, challenges are still present in aspects like the availability of adequate human resources, sub-optimal socialization of MSS to the community, and the need for improved supporting infrastructure. Limited access to information and public understanding of service rights also act as inhibiting factors. Thus, the effectiveness of MSS at Merauke Disdukcapil can be enhanced through strengthening human resource capacity, improving facilities and infrastructure, and intensifying socialization efforts. This study recommends the necessity of regular evaluation and continuous improvement to ensure excellent civil administration services for all communities in Merauke.
Abstract:This study aims to analyze the effect of work discipline on the performance of employees at the Police Pamong Praja and Fire Department of Merauke Regency. Work discipline is considered one of the factors that is expected…
d to enhance employee performance, especially in carrying out operational tasks that require punctuality and responsibility. This study uses a quantitative method with a simple linear regression approach to test the effect of work discipline (independent variable) on employee performance (dependent variable). The sample used in this study consists of 40 respondents, who are employees of the Police Pamong Praja and Fire Department of Merauke Regency.
The results of the study show that the t-value for work discipline (X) is 8.479, which is greater than the t-table value of 2.026. In addition, the significance value for work discipline (X) is 0.000, which is smaller than the probability value of 0.005. Therefore, it can be concluded that H0 is rejected and H1 is accepted, meaning that there is a significant effect of work discipline on employee performance at the Police Pamong Praja and Fire Department of Merauke Regency. These findings indicate that the better the work discipline of employees, the higher the performance produced. This study provides important contributions in understanding how work discipline can play a role in improving employee performance in government institutions, particularly in the fire department sector.
Abstract:Improving the quality of public services is very important to improve community welfare and the competitiveness of human resources (HR). However, in remote areas such as Papua, unequal access to education, health and infrastructure…
rastructure is a serious challenge. This research focuses on the role of the Tof-Tof Village Government in developing productive age human resources. With a qualitative case study approach, data was collected through interviews, observation and documentation involving village officials and the community. The research results show that the Tof-Tof Village Government plays an important role as a motivator, facilitator and mobilizer in providing access to education, skills training and infrastructure development. Despite facing geographic constraints and limited resources, the initiative significantly improved the skills of local communities, with a 25% increase in competency scores among training participants. Challenges such as budget constraints and coordination were successfully overcome through innovative strategies. This research contributes to understanding the dynamics of human resource development in remote areas and provides policy recommendations for sustainable and inclusive development programs.