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 use of smartphones in Indonesia has been steadily increasing each year. In the era of the Fourth Industrial Revolution, smartphones have become a lucrative business sector, leading to intense market competition. Consequently,…
equently, smartphone companies must pay closer attention to the market segmentation desired by consumers. Data mining is the process of discovering significant relationships and patterns by analyzing large datasets using statistical and mathematical techniques. This study aims to identify and analyze the market segments of Android smartphone users among students at STMIK Royal. The data used in this research were collected from 122 student respondents. The study employs clustering using the K-means algorithm. The resulting data modeling will categorize market segments into several clusters. This segmentation yields three clusters: Cluster 1 (features), consisting of 36 respondents who prioritize price, battery, camera, and warranty; Cluster 2 (product), with 49 respondents who value all attributes except warranty; and Cluster 3 (superiority), comprising 37 respondents who prioritize camera, brand, and RAM.
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:Differentiated instruction is a pedagogical approach aimed at addressing the individual needs of students by adapting teaching strategies based on differences in ability, interests, and learning styles. This approach is…
increasingly relevant in the context of junior high schools, where classroom diversity necessitates more adaptive and inclusive teaching methods. This study aims to analyze the implementation of differentiated instruction in Social Studies subjects and assess its contribution to the quality of both the learning process and its outcomes. The method employed is a systematic literature review, identifying and analyzing scholarly articles obtained through the Publish or Perish software, which utilizes Google Scholar, focusing on publications from 2016 to 2025. The findings indicate that the application of differentiated instruction has a significantly positive impact on enhancing student engagement, academic achievement, the development of critical thinking skills, and a deeper understanding of concepts in Social Studies. This approach also succeeds in fostering an inclusive, adaptive, and participatory learning environment that encourages intrinsic motivation and boosts students’ self-confidence. The study emphasizes that the success of differentiated instruction heavily depends on teachers' ability to design and implement data-driven, responsive teaching strategies tailored to each student's needs. These findings are expected to serve as practical guidance for teachers in developing more effective instruction, enrich the academic discourse in the field of differentiated pedagogy, and contribute to the formulation of education policies that support diversity and equity in junior high school learning processes.
Abstract:Radicalism poses a significant threat to social cohesion and national unity in Indonesia. This research explores the strategic role of education in preventing the spread of radical ideologies and building a tolerant society.…
ety. The primary focus is analyzing the systemic design of education to promote contextual and inclusive religious values. Employing a qualitative-descriptive approach, the study investigates how curriculum, pedagogy, and teacher roles can shape religious narratives supporting peace and humanity. The research reveals that rigid and doctrinal religious education potentially triggers radicalization, while dialogical and contextual approaches can effectively counter the spread of extremist ideologies. Key findings underscore the need for transforming religious education by emphasizing deep understanding of tolerance, conflict resolution, and diversity. The primary contribution of the research is a model of educational approach integrating progressive religious interpretations with universal humanitarian values. The study's implications include educational policy recommendations that can strengthen social capital and prevent radicalization among Indonesian youth.
Abstract:Self-efficacy, an individual's belief in their ability to achieve academic success, plays a crucial role in the academic adjustment of new students facing the transition from high school to university. The university environment,…
ironment, which is full of academic and social demands, requires good self-adjustment for students to cope with pressures and achieve academic performance. This study aims to identify the influence of self-efficacy on academic adjustment through a systematic literature review by analyzing journal articles from the last five years obtained from electronic databases such as Science Direct, ProQuest, Springer Link, and Google Scholar. From this search, six journals relevant to the research theme were identified. The review results indicate that five journals show a direct relationship between self-efficacy and academic adjustment, while one journal shows an indirect involvement. In conclusion, self-efficacy significantly helps new students adjust to the academic and social challenges at the university, which in turn enhances academic performance and reduces stress. This study highlights the importance of studying new students and using a systematic literature review to investigate the relationship between self-efficacy and academic adjustment, which has not been widely discussed in previous research.
Abstract:This independent campus is a new policy which will bring changes in education so that it becomes freer with an innovative learning culture. The programs offered by the independent campus are very diverse, adapting to the…
needs of each student and university. This research aims to determine changes in the quality and skills of students who join the independent campus program. The research method used is a qualitative research method with a literature research type. Data collection in this research uses documentation study techniques by analyzing the contents of previous documents or journals that are relevant to the topic being studied. The data sources in this study are various books and journals. The research results show that the implementation of the independent campus program is effective in improving the quality of students in preparing themselves to enter the world of work. In the era of industrial revolution 5.0, student’s abilities must be further improved because competition will be increasingly fierce, so the MBKM program is very helpful.
Abstract:Discussion of offerings cannot be separated from the Bible. In the Bible there are teachings about offerings that are worthy before God in both the Old and New Testaments, but does the giving of offerings have an effect…
on the progress of ministry and the spirituality of church members? The aim of the research is to find out, analyze, explore and test the description of the giving of offerings as well as the ministry and the spiritual progress of church members. Obtaining the influence of giving offerings on ministry, as well as the influence of giving offerings and serving on the spiritual progress of church members. This study uses a descriptive qualitative method, by analyzing and explaining the effect of offerings on the progress of ministry and the spirituality of Congregational Members. To be able to carry out effective evangelism, everything must be supported by the power of funding, this can be done through the calling of sacrifice to give offerings. Offerings are a means of funding evangelism to make it more effective. In this case all church members can be involved, and this affects the progress of ministry and spiritual growth.
Abstract:This research explores an in-depth understanding of the Prophet Isaiah's message about the strength of faith in facing times of trial, with a focus on analyzing the meaning of fasting in the context described in Isaiah 58:6-10.…
8:6-10. This research aims to understand how the Prophet Isaiah became an example of the strength of faith through the teachings of fasting, in line with his theological and contextual understanding. Text and context analysis methods are used to detail the meaning and implications of fasting in Isaiah's writings, with the aim of identifying teachings that can empower people to strengthen their faith during times of trial. It is hoped that the results of this research can contribute to practical and theological understanding of the power of faith in the context of trials, especially through understanding the message of the Prophet Isaiah about the meaning of fasting.
Abstract:The advancement of digital technology has accelerated the adoption of Artificial Intelligence (AI) in e-counseling services to address the growing demand for mental health support in the digital era. The increasing number…
r of clients, counselors’ limited availability, and the challenges associated with conducting psychological assessments through online platforms have created a pressing need for innovative solutions. This study aims to examine the role of AI as a co-counselor, evaluate the effectiveness of its integration into e-counseling practices, and identify the challenges associated with its implementation. The study employed a Narrative Literature Review method by critically analyzing relevant scholarly publications. The findings indicate that AI functions as a collaborative partner that assists counselors in assessment processes, data analysis, emotion detection, service documentation, and the continuous monitoring of clients’ psychological conditions. The integration of AI has been shown to enhance the efficiency, accessibility, and overall quality of digital counseling services. However, its implementation continues to face significant challenges related to data privacy, information security, algorithmic bias, and limitations in understanding cultural contexts and human empathy. The novelty of this study lies in its comprehensive conceptualization of AI as a co-counselor that supports the entire e-counseling service cycle through a collaborative model integrating the analytical capabilities of technology with the humanistic competencies of counselors, thereby fostering more effective, ethical, and inclusive counseling services.