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Education is an important place for students to develop their potential based on their intelligence. Multiple intelligences offer an approach that considers the various potentials of students in the learning process. SD Islamiyah, as an educational institution with a vision to produce intelligent and creative generations, faces challenges in delivering learning that meets the needs of students. To address this issue, a system is needed that can analyze and group students based on their intelligence levels using the clustering method. This study is inspired by the application of data mining in the educational context, particularly in adapting the clustering method as applied in other related research. Previous research has demonstrated the success of the clustering method in accurately grouping data, as seen in studies related to flood warnings and cesarean operations. By applying a similar approach, this research aims to assist SD Islamiyah in identifying and grouping students based on their potential, thereby facilitating a more effective learning process tailored to the individual needs of students. The results of this study are expected to contribute positively to improving the quality of education at SD Islamiyah and provide a foundation for the development of more advanced decision support systems in the future

Qiroah as one of the branches of tajweed science plays an important role in ensuring that every santri can read the Qur'an with tartib, correctly, and beautifully. The learning model developed in this service aims to provide santri with an understanding of the importance of tone and tartil when reading the Qur'an, using phonetic to improve the ability to control the santri's voice, and build santri confidence through reading the Qur'an in public with a good and correct tone. The research method used as the basis for this community service is Asset Based Community Development (ABCD) where TPQ students who already have an interest in reading the Qur'an can be developed to beautify the reading accompanied by tajweed science. The results of this community service inform to make some adjustments improve the quality of teaching and learning at TPQ Nurul Hidayah. The theory of phonetics and phonology can be implemented in Qiro'ah education.

Quality education is the key to advancing a nation, but there are still several challenges that must be faced to achieve it. This article aims to examine how technology can be applied to overcome educational problems both locally and internationally. Through the literature review method, this research evaluates literature reviews related to technology that has been successfully applied to solve educational problems. The future of Indonesian education is believed to be colored by the increasingly massive use of technology. Technology allows students and teachers to easily access information and learning resources from around the world.   This broadens horizons and enriches the learning process as well as presenting new opportunities and challenges in the teaching and learning process. Challenges faced in implementing educational technology include gaps in internet access, lack of digital literacy and cultural barriers.

The purpose of this study is to see the factors that have the most influence on student GPA such as learning at home, the quality of teaching on campus, and the organisations they join. This study uses a type of quantitative research with a descriptive approach, with multiple regression analysis. The classical assumption test passed the test. Result: The variable number of organisations followed, the amount of campus teaching, and the amount of study at home together contributed 69.2% to the student's cumulative grade point average, the remaining 30.8% was influenced by other factors outside the model. The three independent variables simultaneously have a significant effect on the cumulative grade point average based on the F test. In the t test, the variables of learning at home and teaching on campus play a positive and significant role in improving student academic achievement as measured by GPA, while the number of organisations followed has no significant effect with a negative relationship.    

Al-Qur'an recitation assistance at TPQ Saroja Kutisari Tenggilis Mejoyo, Surabaya, is key in improving the quality of Al-Qur'an recitation among students. This research explores the implementation of Tahsin Tilawah Al-Qur'an activities as a step to perfect the recitation of the Al-Qur'an in the neighborhood. Through a qualitative method with participatory observation, the results show that this activity is effective in improving the recitation of the Qur'an of the students. Factors such as direct guidance from the ustadz, a conducive learning atmosphere, and interaction between fellow students play an important role in the success of this program. This research provides an in-depth understanding of the role of Qur'an recitation mentoring in religious education in Indonesia, as well as making important contributions to the development of similar programs in the future.

This classroom action research aims to improve student learning outcomes by using media in mathematics learning for class VI students at SD Negeri Kaloy. Research includes Classroom Action Research. The subjects of this research were class VI students at SD Negeri Kaloy in the 2022/2023 academic year, totaling 27 students consisting of 14 male students and 13 female students, a class teacher, and a colleague. The techniques used to collect data in this research are observation and test techniques. The data obtained is in the form of test results and observation results as supporting data. The research data were analyzed using qualitative descriptions to describe the results of observations and quantitative descriptives to describe the percentage of test results in each cycle. The results of the research show that the use of spatial props can improve the quality of mathematics learning for class VI students at SD Negeri Kaloy. The results of the initial ability test (Cycle I) showed that of the 27 class VI students, only 11 students could be declared complete in learning by getting a score ≥ 70, while 16 students were declared incomplete with a score ≤ 70 with an average score of 69.1 . These results mean that it is not in accordance with the target set by researchers with learning completeness being 75%. The results of the second cycle test showed that of the 27 class VI students, only 21 students could be declared complete in their studies by getting a score of ≥ 70, while 6 students were declared incomplete with a score of ≤ 70 with an average score of 79.3. These results mean that it is in accordance with the target set by the researchers with learning completeness being 78%.

Teacher competency assessment plays a crucial role in providing valuable insights into the expected outcomes of the teaching profession. By employing such assessments, miscommunication regarding the desired quality of a teacher’s work can be minimised while enhancing teacher productivity through constructive feedback for those who excel. Furthermore, the implementation of teacher competency assessments aims to acquire valid, up-to-date, and authentic evidence, specifically in areas related to the learning process and a teacher’s proficiency in pedagogy, social skills, personality traits, and professional attributes. This research explores the significance of the correlation between the teaching-learning process and teacher competence assessment. The author adopts a literature-based approach to comprehensively review the relationship between these two components to accomplish this. This approach enables a comprehensive understanding of how learning and the assessment of teacher competence are interconnected. The gathered data will subsequently undergo analysis using a content analysis method, which seeks to identify recurring themes and patterns within the existing literature related to the relationship between the teaching-learning process and teacher competence assessment.

This study examines the influence of innovation in early childhood education on improving the professionalism of educators, because early childhood education is a critical stage in child development where educators have an important role in providing quality educational experiences, innovation in the context of early childhood education using technology, new learning methods and teaching strategies provided by educators creatively and also improvements to  The curriculum used because this study involves field research that collects data through interviews, surveys and data analysis through documents because the results of the study show that educational innovations in early childhood education can improve the professionalism of education personnel by using technology and more modern learning methods, education personnel can be more effective in managing the learning environment that occurs in children Early and also look at the cognitive and social development of children and also education staff in collaboration with the parents of each student. And educational innovation also has a good impact on the motivation of education personnel to improve the quality possessed by each education staff through training and also development that can be done by education personnel with the results of this study showing that the rocks given in educational innovation can be carried out. Being an effective way to improve the professionalism of early childhood education personnel which will ultimately contribute to improving the quality of early childhood education as a whole in an era that continues to change and also develop, so we can see that innovation is the first key to improving early childhood education and the professionalism of education personnel involved in early childhood education institutions.  

In the 21st century, the acquisition of English as a second language is very important for a group of children in Walal Village who are currently studying at elementary school. This is useful for supporting 6 skills of 21st century education, namely critical thinking, communication, creativity, collaboration, culture and connectivity. Walal Village is one of the model villages in Sorong Regency which has a high enthusiasm for creating the latest breakthroughs, especially in the field of education. Walal Village is located in Salawati District which must be traveled 35 kilometers from Sorong City. Thus, access to information related to education is very limited for children in Walal Village. In this case, students of the Community Service Lecture (KPM) at the Muhammadiyah Sorong Education University provided one month of English literacy assistance for the children of Kampung Walal community. The aim of this assistance is an effort to empower Human Resources (HR) through a community empowerment program for English language learning guidance.  This English literacy assistance is very important to provide to Walal Village children who are already aware of the importance of English around them. This program is also related to the description of the Walal Village Government's vision and mission in developing human resources in terms of quality education. English literacy assistance includes acquiring English, processing language in the form of remembering and memorizing words or terms, and understanding meanings that can be applied to listening, reading, speaking and writing skill activities. The efforts of this English literacy assistance are to change the mindset of the children of Walal Village that learning English is fun, regardless of age, and affordable. In fact, through mentoring, children in Walal Village experience changes in knowledge and attitudes during the English literacy process.

This study aims to review various methods and applications of the ethnochemistry approach in chemistry education through a literature review. Ethnochemistry connects chemical concepts with local wisdom and culture, providing deeper contextualization for students. The literature review was conducted by collecting data from various articles relevant to this topic, published between 2018 and 2024. The review results indicate that integrating ethnochemistry into chemistry learning can enhance students' understanding of chemical concepts, scientific skills, creativity, and engagement. This approach also helps preserve traditional chemical knowledge that may otherwise be lost. This study concludes that ethnochemistry is a significant innovation that can improve the quality of chemistry education in a more meaningful and relevant way for students, while also strengthening their cultural identity.

Learning is dynamic process following development of society over time. Learning any material, including Islamic religious learning, is required to meet the demands of society. So that Islamic religious learning continues to run well in this digital era, a good strategy is needed. This article is the result of meta-analysis research which analyzed several articles in the last five years. This research maps Islamic learning strategies in the digital era. Apart from that, this research also maps the reasons why this strategy has become a mainstay strategy according to the authors of the articles analyzed. Based on the research results, it can be mapped that the strategies presented in these articles are blended learning, participatory and social media-based learning strategies. Furthermore, it was also found that to support strategies that are directly related to learning, there needs to be supporting strategies that must be implemented. These supporting strategies are increasing human resources, developing an integrated curriculum, optimizing digital libraries, improving the quality of education, and digital media literacy. In general, the reason of the article authors presents this strategy is to make learning about Islam more interesting and attractive to the generation in this digital era.

Mathematics is a fundamental science that underpins many aspects of daily life.  Where mathematics can be used as a method of solving problems that we face in life activities, such as in using information, knowledge and seeing and using relationships between objects. Not only that, the important role of mathematics includes the formation and development of rational, logical, systematic and critical thinking skills. In the study conducted by Putrihapsari and Fauziah (2020), Nazir (2014) defines literature study as a research approach that involves evaluating a multitude of literature studies that are pertinent to the research being conducted. This strategy is employed in research as a preliminary stage to organise the investigation by gathering data from literature in the subject, without the necessity for direct involvement. By using the PjBL model, it is hoped that it can cover 21st century skills so that it can improve the quality of students' mathematical literacy skills. Given that students must collaborate from the outset, the Project Based Learning (PjBL) learning paradigm may assist them in developing the skills required to work effectively in groups. In order for students to comprehend the rationale and benefits of the mathematics education they receive in the classroom, this learning paradigm is essential for fostering mathematical literacy.

Merdeka curriculum is a new curriculum from the Ministry of Education and Culture which is a renewal of the previous curriculum and educational changes to realize superior Indonesian Human Resources (HR) with the profile of Pancasila students. Computational thinking is a core skill needed and is considered by experts to be able to support the education sector in the 21st century, therefore computational thinking is part of the independent curriculum. For this reason, this research focuses on analyzing computational thinking in teachers and students in the context of implementing an Merdeka Curriculum. The purpose of this research is to find out, describe and to improve the analysis of computational thinking in teachers and students in the implementation of an Merdeka Curriculum. The method used in this research is the literature study method by identifying based on previous research in various literature sources to be analyzed. This research identified 5 previous journals published from 2022 to 2023. The result of this research is that the integration of computational thinking in the implementation of the Merdeka Curriculum has great potential and is an important step to improve the quality of learning or education in Indonesia in order to prepare or give birth to the next generation who are creative, innovative, able to solve problems and can be competitive in the digital era.

The role of the principal of SMK Negeri 1 Dolok Sanggul in implementing school based management in the context of its relationship with Christian educational leadership in order to be able to improve the quality of the learning process in the school context. Therefore, this paper aims to describe the role of school principals in implementing SBM and this research uses qualitative researches were interviews, observation, and qeustionnaiers. The result of the research are the influence of the role of the school principal on the implementasion of school based management and its relationship in Christian educational leadership.   Keywords:Headmaster, School Based Management, Christian Education

Alzheimer's and Parkinson's diseases are neurodegenerative conditions that affect the brain, with Alzheimer's causing cognitive and behavioral decline, while Parkinson's leads to motor and non-motor impairments. Both diseases have significant impacts on the health and quality of life of patients, with prevalence increasing in recent years. Although the exact causes of these diseases are still unknown, MRI (Magnetic Resonance Imaging) is widely used to detect brain activity and serves as one of the diagnostic methods. With technological advancements, intelligent systems in image processing for image classification have been extensively used and have become a popular field due to their ability to replicate human visual capabilities. Image classification is performed using various supervised learning machine learning algorithms based on the shape, texture, and color of the images. This study employs two Convolutional Neural Network (CNN) architectures, ResNet50 and GoogLeNet, to compare the performance of these models in classifying MRI scans of patients with Alzheimer's and Parkinson's diseases. The results show that the ResNet50 model outperforms the GoogLeNet model, with parameters set to 100 epochs, a batch size of 128, a learning rate of 0.0001, and the Adam optimizer, achieving an accuracy rate of 90%.

This research examines problems in institutional management that cause low learning motivation among students at PKBM Permai. Motivation to learn is one form of success in the learning process. The research method used is qualitative, with a descriptive method with data collection through observation, namely making direct observations at PKBM Permai, then conducting in-depth interviews with heads of institutions, and documentation to record and maintain accurate and organized records about an event, process or information. certain. The findings reveal that one of the causes of low motivation to learn is due to age factors, inadequate facilities and infrastructure and tutors not being suitable in their field. This study also shows that tutors who are not suited to their field can cause problems, so there is a need for continuous professional development for tutors to improve the quality of education

The purpose of writing this article is to find out the implementation of prophetics in higher education institutions. This research uses a type of library research. Library research is research carried out by reviewing various journals and related reference books. The results of his research show that the importance of education is found in various Islamic literature, especially in the Qur'an as a guide for humans in implementing life and life. The implementation of prophetic in higher education is carried out through a program of instilling character values ​​and developing a grand design for character education adapted to the vision and mission of higher education. Character configuration in the context of the totality of psychological and socio-cultural processes can be grouped into: spiritual and emotional development, intellectual development, physical and kinesthetic development, and affective exercise. and creativity development). The development of education implementation based on prophetic values ​​in higher education is carried out in an integrated manner through three channels, namely: integration in learning, management of departments and study programs, as well as student activities. The steps include design, implementation, evaluation and follow-up which will be developed and implemented in the development of the higher education institution concerned itself.

In today's rapidly growing technological era, teachers need to develop digital skills, especially in the creation of learning media, because their creativity is needed. Understanding digital literacy in education teachers can more easily fulfill the needs of their tasks in the process of teaching students. In addition, the students involved in learning using digital literacy will develop skills that are in line with the times. The seriousness and desire of SDN Bantargebang 02 teachers is very high, especially in learning digital literacy and utilizing media such as the Canva application which can help make the learning process more interesting. However, to improve the quality of teachers, the availability of facilities that support the needs such as special training or workshops to learn this digital application is needed. The current curriculum paradigm needs adaptation which takes time. Senior teachers who must adapt to the changing times in education era 4.0 require government attention to improve the quality of teachers through facilities and field support. 

Based on the learning process which is often monotonous and boring in classrooms between teachers and students, this research seeks to understand and implement the concept of Active, Innovative, Creative, Effective and Fun learning and Catholic Religious Education Learning Activities, as well as offering it to students. PAK teachers to carry out reforms in PAK learning strategies and methods. The method used in this research is a literature study approach or qualitative method. The results of this research are: there are still many PAK teachers who teach using conventional learning methods, the PAIKEM learning strategy is one strategy that can make the classroom atmosphere better in learning and can improve the quality of PAK learning, every PAK teacher is needed to learn various PAK learning models, strategies and techniques to improve the quality of learning and a new understanding that students are the center of learning activities in PAK.

Critical competence plays an important role in students' ability to solve a problem that occurs. Through PBL, students are trained to develop ideas, or ideas that can facilitate them in problem solving and learning activities at school. By using the Problem-Based Learning paradigm to achieve learning objectives in elementary schools, students' critical competencies are developed. This form of learning looks at the relationship between critical thinking and student learning outcomes by using a qualitative approach with literature study as a source of in-depth analysis. A suitable approach to help students build critical thinking skills is a problem-based learning strategy. Students are encouraged to actively participate in solving problems that arise when using the Problem-Based Learning paradigm, according to the learning outcomes. By using this problem-based learning approach, students are encouraged to investigate a problem in more detail and from a broader perspective. Students can come up with original ideas in this situation or ideas for problem solving. By developing students' critical thinking skills and highlighting the important role that teachers play in fostering an enjoyable learning environment and acting as facilitators in the teaching and learning process, the Problem Based Learning model has been proven to improve the quality of teaching and student learning outcomes in educational settings.