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 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 independent curriculum provides opportunities for educators and students at SMP Muhammadiyah 51 Sidikalang to obtain information. Non-formal education can be obtained by participating in various activities, one of which…
ich is socialization outside of school. This socialization provides additional knowledge, it turns out that mathematics and biology can be connected, for example regarding learning Biomathematics which can help model populations from the spread of disease, in this case the model for the spread of Covid-19. The aim of this event is so that educators and students can apply and model the spread of disease and read real phenomena through data. The method used in this event is assistance which helps in explaining the modeling of the Covid-19 disease and analyzing the data so that conclusions can be drawn on the spread of the population so that the spread can be stopped. The results of this event were that 85% of educators and students were able to take part in this socialization by being able to form and model in a simple way the formation of disease models both by analyzing data.
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: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:The Effectiveness of Employee Performance at the Kelapa Lima Sub-District Office, Merauke Regency. This study aims to evaluate the effectiveness of employee performance at the Kelapa Lima Sub-District Office, Merauke Regency.…
ency. The research employs a descriptive qualitative approach, with data collected through interviews, observations, and document analysis. The findings indicate that employee performance is generally good but not yet optimal. The organizational characteristics show that duties and functions have been carried out properly, although challenges remain, particularly regarding employee capabilities, which affect the timeliness of task execution. The work environment is divided into external and internal environments. The external environment, which includes factors outside the organization, influences decision-making and organizational actions. The internal environment, which encompasses the organizational climate, plays a crucial role in the overall functioning of the organization. Regarding employee characteristics, there is a variation in educational levels and employee competencies, which contribute to delays in completing tasks. Efforts to improve performance are being made through training provided by the sub-district head, which gradually helps employees master their duties.
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:BPJS services certainly cannot be separated from efforts to maintain service quality standards which at least include service procedures, completion time, service costs, service products, facilities and infrastructure, as…
s well as the competence of service personnel. Therefore, BPJS as an institution that provides health insurance to the public should measure the quality of services provided, especially through the HIS program. The aim of this research is to describe how the Health Insurance Administering Agency (BPJS) provides services at the Merauke Regency Regional General Hospital (RSUD Merauke Regency). The research method used is a qualitative descriptive technique. Based on the research results, the availability of adequate health facilities and equipment at BPJS counters can help officers in carrying out their duties in providing services to BPJS participants and is a factor that influences services at BPJS counters in Merauke-General Region. the affected hospitals are physical evidence. In accessing health services, officers must be sensitive in handling patient complaints and nursing staff must be responsive in resolving complaints from BPJS participants. Apart from that, nurses or civil servants must be punctual and each have an educational background related to BPJS. This applies to both training in the health and non-health sectors and the last is certainty, namely that to get services from BPJS, patients must follow the procedures set out in regional regulations, do not follow
Abstract:This study aims to understand the teaching methods, challenges, and character education for deaf children at SLB Karya Murni Ruteng, NTT. Using a qualitative approach with a case study design, the research involved interviews,…
views, observations, and documentation with the school principal, a second-grade teacher, and deaf students. Deaf children face significant challenges in verbal and social communication, requiring specialized teaching methods focusing on direct experiences, sign language, and intensive training such as “language immersion.” SLB Karya Murni implements contextual methods linking instructional materials to daily life, such as tactile exercises to enhance sensory perception and integrated speech training to strengthen vocal abilities. Additionally, conversation visualization programs are employed to help children understand and develop vocabulary. The study found that the learning process demands patience, creativity, and technological support to improve the cognitive and communication skills of deaf children. The school also emphasizes practical skill development through activities like woodworking and beauty salon workshops, preparing students for independent living. This research highlights the importance of inclusion-based character education, family involvement, and a supportive social environment, which are expected to enhance the active participation of deaf children in their communities. These findings are anticipated to serve as a reference for developing more effective and inclusive learning programs in other special education schools.
Abstract:Education is the backbone and main tool for a country’s development, because it emphasizes the quality of human resources (HR). Education aims to brighten the nation’s future with an intelligent and characterful generation.…
ration. Learning, as an interaction between teachers, students, and learning resources, is a systematic process involving interrelated components to achieve optimal results. This literature review aims to provide a comprehensive understanding of learning theory and learning in educational practice. In this research, the researcher used a literature review method which aims to identify, find and analyze documents related to the research problem. The results of the research show that this consistency has a crucial role in creating a predictive learning environment, facilitating the continuity of curriculum and strategy development. teaching, facilitates the transfer of learning, and forms a strong foundation for an effective and sustainable learning experience for students. Consistency in applying learning and learning theories, such as behaviorism, cognitivism, constructivism, and humanism, helps educators in designing structured and directed learning. This allows students to develop a deep understanding of the subject matter and skills that are important for learning. In conclusion, the consistency of learning and learning theories in education is an important factor for achieving educational goals. By consistently applying learning theories, an intelligent and characterful generation can be created that is ready to build a brighter future for the nation.