Abstract:Academic achievement is a measure of students' learning outcomes, encompassing aspects of knowledge and skills. Academic performance serves as a crucial indicator in evaluating students' learning progress. MAS Al-Wasliyah…
h Petatal is committed to providing quality education but still faces limitations in applying technology to evaluate student learning. The current evaluation process relies on teachers' subjective assessments, which restricts the information about students' progress. Therefore, the implementation of machine learning is proposed as a solution to enhance objectivity in student learning evaluation through more effective data processing. The method used is the K-Means Clustering algorithm, which can group or classify data based on specific patterns. This study aims to evaluate the extent to which machine learning can process student learning evaluation data through the analysis results obtained from the clustering process, which are then used as benchmarks to improve the evaluation system and provide feedback for students needing improvement in their academic performance. The data used comprises students' grades from the odd semester of the 2024/2025 academic year, with a total of 210 data points. The clustering results produced three clusters: the "good" cluster with 60 students, the "average" cluster with 99 students, and the "low" cluster with 51 students.
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: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 Community Service Program (KKN) MAS 68 at Buatan I Village, conducted from July 31 to September 10, 2025, was initiated in response to several challenges faced by the community, including limited educational and healthcare…
thcare facilities, inadequate public amenities, environmental conditions requiring improvement, low socio-cultural activities, and limited local MSME development. The students implemented six main programs: establishing a reading corner; collaborating with the integrated health post (Posyandu) through elderly exercise, nutrition education, and supplementary feeding; renovating and organizing the village maternity post (Polindes); conducting greening and community clean-up activities at schools and the village; organizing the 17th August 2025 Independence Day celebration; and developing MSMEs based on egg-laying ducks into salted eggs and salted egg crackers. Methods employed included participatory observation, socialization, mentoring, hands-on practice, and active participation in socio-cultural activities. Evaluation was conducted through discussions with partners, field notes, and visual documentation. The results showed an improvement in literacy, the establishment of healthy habits among children and the elderly, a greener environment, successful organization of the Independence Day celebration, and increased economic value of local MSMEs. The program also enhanced students’ soft skills and strengthened synergy among students, villagers, and village officials, thus providing a positive impact on the community capacity of Buatan I Village.
Abstract:Public speaking is the activity of speaking in front of an audience with the aim of delivering information, providing explanations, entertaining, or influencing the listeners. It also involves conveying messages verbally…
in front of an audience, whether in the form of speeches, presentations, lectures, or discussions. Public speaking is a crucial skill in various aspects of life, ranging from education to the professional world. This ability not only helps in academic presentations but also impacts how a person communicates and influences others. At the high school level and equivalent, students begin preparing for the next stage in their education or entering the workforce. Many challenges arise for students when speaking in front of an audience in a formal setting and explaining their presentations. Students face difficulties due to a lack of self-confidence, nervousness, panic, and a lack of mastery over the material they will present. In addition to a lack of self-confidence, other challenges include limited vocabulary, low communication skills, fear of judgment from others, and insufficient preparation. Basic public speaking training at Al Ma'shum High School in Kisaran would be highly beneficial for students to boost their self-confidence, enhance their communication skills, sharpen their critical and logical thinking abilities, and equip them for entering the workforce. The basic public speaking training will involve methods such as self-introduction exercises, role-playing, speech structure practice, impromptu speaking, expression training, intonation and articulation exercises, as well as feedback and evaluation.
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 aims to analyse the strategy of the Merauke Regency Government in managing Wamanggu Market and to identify the factors influencing its implementation. The research employed a qualitative descriptive approach,…
with data collected through interviews, observations, and documentation. The informants included the Head of the Department of Industry, Trade, Cooperatives and Small and Medium Enterprises (SMEs) of Merauke Regency, the Head of the Trade Division, the Head of the Wamanggu Market Technical Implementation Unit (UPTD), the Chairperson of HIPPAM, market traders, and consumers. Data were analysed using data reduction, data presentation, and conclusion drawing techniques. The findings indicate that the management strategy of Wamanggu Market is implemented through four main aspects: trader registration, trader regulation and enforcement, market management evaluation, and the enforcement of trader discipline. However, the implementation of these strategies has not yet been fully effective. Trader registration continues to rely on outdated data, resulting in discrepancies between administrative records and actual field conditions. Regulatory measures have not been entirely successful, as some traders continue to operate outside the designated market area and kiosk allocation does not always comply with established zoning arrangements. Market management evaluations are conducted regularly; however, follow-up actions have not been sufficient to resolve existing problems significantly. Furthermore, the enforcement of trader discipline remains constrained by low levels of compliance among traders and the inconsistent application of regulations.The study also reveals that market management strategies are influenced by internal factors, including limitations in human resources, infrastructure, budget availability, and inter-agency coordination, as well as external factors such as regulatory frameworks, trader participation, environmental conditions, market dynamics, and consumer behaviour. Therefore, improvements in human resource capacity, stronger institutional coordination, enhanced infrastructure, and the development of adaptive management strategies are necessary to achieve more effective and sustainable management of Wamanggu Market.
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:The Community Information Group (KIM) program is a strategic initiative by the Department of Communication and Information Technology of Merauke Regency to encourage active community participation in managing information…
and communication. This study aims to evaluate the effectiveness of the KIM program's implementation, covering aspects of planning, execution, and its impact on the community. The research method employed is a qualitative approach, with data collection techniques including interviews, observations, and document studies. The evaluation results indicate that the KIM program has positively contributed to improving community information literacy, particularly in rural areas. However, several challenges were identified, such as limited human resources, uneven technological infrastructure, and low community participation in certain activities. Therefore, strategic measures are needed, including enhancing the capacity of KIM members, expanding access to information technology, and optimizing synergy between local government, local communities, and other stakeholders. This study is expected to serve as a reference for developing a more effective and sustainable KIM program in the future.
Abstract:This research is motivated by the non-optimal management of the Village Market in increasing Village Original Income by the Bentar Village Government, Salem District, Brebes Regency. The method used in this research is qualitative…
ualitative research method. Data collection techniques in this research include literature study, field study (observation and interviews) and documentation. The informants in this study were 7 people. The data analysis technique in this research is by condensing data, presenting data and drawing conclusions. The method used in this research is descriptive analysis. Informants as many as 7 people. Data collection techniques are literature study, field study (observation and interviews) and documentation. The author uses qualitative data analysis techniques through processing data from interviews and observations to draw conclusions so as to answer the problems in the study. The results showed that the Village Market Management strategy in Increasing Village Original Income in Bentar Village, Salem District, Brebes Regency has been running, but it is not optimal because problems are still found including: An incomplete organisational structure and limited facilities and infrastructure. Implementation that is not in accordance with planning and the absence of management training activities. No regular and programmed supervision and evaluation.
Keywords: Strategy, Management, BUMDes, Village Original Revenue, Village Government