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Clinical supervision is a strategic approach in improving the quality of learning through mentoring and teacher training in a planned, focused and sustainable manner. This approach communicates collaboration between supervisors and teachers in analyzing and improving learning practices in the classroom. This article discusses the role of clinical supervision in identifying teachers' professional needs, providing constructive feedback, and supporting the development of relevant pedagogical skills. The research results show that the implementation of effective clinical supervision can increase teacher competence, improve teaching methods, and create a more optimal learning environment for students. Additionally, clinical supervision also encourages a culture of reflection and continuous learning.

Named Entity Recognition (NER) is a crucial natural language processing task that extracts and classifies named entities from unstructured text into predefined categories. While existing NER methods have shown success in general domains, they often face significant challenges when applied to specialized contexts like Filipino cultural and historical texts. These challenges stem from the unique linguistic features, and diverse naming conventions. This research introduces an enhanced rule-based NER approach that specifically addresses these challenges. At its core, the system utilizes curated Corpus of Historical Filipino and Philippine English (COHFIE), which serves as both training and evaluation data. This research presents an enhanced rule-based approach for NER using a Corpus of Historical Filipino and Philippine English (COHFIE) building on pattern-learning methods, incorporating character and token features, and by using positive and negative example sets. To enrich the classification process, we used the International Committee for Documentation – Conceptual Reference Model (CIDOC-CRM), a cultural heritage framework, to provide a more nuanced categorization of entities based on their historical and cultural significance. Tested across existing Filipino based models (calamanCy and RoBERTa Tagalog), the enhanced model shows improvement on identifying entities related to Filipino culture (CUL) and history terms (PER, ORG, LOC).

Education as a systematic effort to form a complete human being has given birth to various schools of thought that have developed throughout history. Each school has unique characteristics in understanding the nature of education, goals, methods and roles of educators and students. The traditionalist school of education emphasizes the importance of inheriting past values ​​and knowledge through structured methods. Meanwhile, progressivism prioritizes students' learning experiences with a flexible and contextual approach. Existentialism focuses on individual freedom in determining the direction of education, while essentialism focuses on mastering basic knowledge and core skills. The flow of social reconstructionism encourages education as a tool to improve social conditions and create better social change. This research aims to provide a comprehensive overview of the basic concepts of various schools of education, so that it can become a theoretical basis for developing educational models that are relevant to today's challenges.  

The development of basic computer skills in primary school students in rural areas remains a challenge. This community service activity aims to develop basic computer skills for primary school students in Saringembat Village, a rural area with limited access to information technology. The program is designed to improve students' digital literacy through intensive training that includes hardware introduction, basic software operation, and technology application in daily learning activities. The implementation approach involves active participation from teachers, and parents. Training methods include hands-on practice sessions, group discussions and skills evaluation through quizzes. The results of the activities show significant improvements in students' understanding and ability to use computers to support learning. This program has a positive impact on improving digital literacy in rural areas and is expected to be replicated in other areas with similar conditions.

Education is a fundamental element in human resource development which plays a significant role in the nation's progress. As time goes by, various modern ideas about education have emerged which aim to improve the quality of learning and its relevance to society's needs. This article discusses several modern educational approaches, including environmental-based teaching, project-based learning, homeschooling, work schools, character education, and inclusive education. Each approach is analyzed based on its benefits, challenges and contribution to the formation of a holistic individual. In conclusion, the integration of these various methods in the education system can create a generation that is adaptive, creative and has high social responsibility.  

This study presents a Quantum Machine Learning (QML) architecture for perfectly classifying the Iris flower dataset. The research addresses improving classification accuracy using quantum models in machine-learning tasks. The objective is to demonstrate the effectiveness of QML approaches, specifically the Variational Quantum Circuit (VQC), Quantum Neural Network (QNN), and Quantum Support Vector Machine (QSVM), in achieving high performance on the Iris dataset. The proposed methods result in perfect classification, with all models attaining accuracy, precision, recall, and an F1-score of 1.00. The main finding is that the QML architecture successfully achieves flawless classification, contributing significantly to the field. These results underscore the potential of QML in solving complex classification problems and highlight its promise for future applications across various domains. The study concludes that QML techniques can offer transformative solutions in machine learning tasks, particularly those leveraging VQC, QNN, and QSVM.

This study explores the integration of artificial intelligence (AI) in education, particularly in supporting personalized learning. AI presents new opportunities through adaptive learning platforms, virtual tutors, and intelligent assessment systems that have the potential to revolutionize teaching and learning methods. By conducting in-depth data analysis, AI can identify student performance patterns and provide tailored recommendations, enabling educators to deliver more targeted interventions. Furthermore, personalized learning plays a crucial role in enhancing student motivation and engagement by customizing learning experiences to meet individual needs and learning styles. This study aims to implement personalized learning strategies in educational settings and offers insights into best practices for their integration. It also examines their impact on student engagement and academic achievement. The findings highlight the importance of personalized learning in fostering an inclusive and effective educational environment. By leveraging AI, educators can optimize learning, empower students, and address achievement gaps. This study provides practical recommendations for educators and policymakers to implement AI-based learning strategies effectively.

Spinning wheel learning media is a medium that can help make it easier for teachers to deliver material to students because of its unique shape such as a circle that can be moved and there are tajweed rules in it, making students enthusiastic when learning using this media. After observations of grade IV students and interviews with teachers at MIS Al-Khair Padang Panjang, problems were found, namely some students felt bored and sleepy due to a lot of discussion and long explanation of the material. In addition, the limitations of learning media and learning tools that make it difficult for students to understand learning materials. This study aims to determine the increase in the average increase in student learning outcomes and help teachers and students to work together in the learning process. The research method used is a quantitative research method that emphasizes its analysis on numerical data (numbers) processed by statistical methods. While the type of research uses experimental research methods. The results showed that there was an increase in the average student learning outcomes of tajweed material in Al-Qur`an Hadith class IV MIS Al Khair Padang Panjang after using spinning wheel media with an average value of 45.83 increasing to 81,80.

This research is motivated by several problems that the author found at SMP N 5 Bukittinggi, especially in Islamic religious education subjects in class IX where in learning, educators are still minimal in utilizing learning media, the learning media used still uses powerpoint media and lecture methods, so that in the learning process students feel bored, bored and not enthusiastic about learning. To attract students’ interest, teachers must be more creative in using learning media. This research aims to develop audio visual learning media using the Kinemaster application on the subject of the hajj and Umrah pilgrimages that is valid, practical and effective. This research is development research which has 4 stages, namely the definition stage, design stage, development stage, and dissemination stage. The results of this research are that audio visual learning media using the kinemaster application received a final validation score of 0.84 in the valid category, the practicality score obtained by the teacher was 95 in the very practical category, the practicalitu score by students was 86 obtained in the very practical category, and the effectiveness score was 0.74 obtained in the very practical category effective.

The purpose of this study is to evaluate the deficiencies in the learning of accounting software at STIE Ganesha. This study will concentrate on factors that potentially hinder the integration of accounting software into the college curriculum. This research started in October 2024. Accounting students at STIE Ganesha are the research subjects. Qualitative research was conducted and data was collected through in-depth interviews. The results showed that learning accounting software has several problems. One of them is the lack of supporting resources and lack of technological infrastructure. In addition, students face difficulties in understanding and accessing accounting software required to meet the needs of the working world. To produce more efficient accounting software learning, this research emphasizes increasing resource capacity and improving supporting infrastructure. This research is expected to help STIE Ganesha develop methods to improve software-based accounting learning.

This study aims to understand the implementation of the Independent Curriculum in learning the Qur'an and Hadith at MI Misbahul Adhim. With a qualitative approach and field research methods, this research explores the views and experiences of teachers and students regarding their adaptation to curriculum changes. Data were collected through direct observation, in-depth interviews, and review of relevant documents. The research findings reveal that the Independent Curriculum provides more flexibility for educational institutions to design a learning process that is more in line with the needs of students. The main focus of this curriculum is meaningful learning, character building, and the application of integrated technology. However, the implementation of the Independent Curriculum also faces a number of obstacles, such as limited resources, readiness of teaching staff, and changes in mindset in learning. Overall, the Independent Curriculum has significant potential in improving the quality of religious education. This study recommends the need for more intensive support from various parties, including the government, educational institutions, and the community, to ensure the successful implementation of the curriculum. Further research can be focused on identifying factors that influence the success of curriculum implementation and developing more optimal strategies.

This research aims to analyze the factors that influence the academic achievement and motivation of students in the Accounting Study Program, Faculty of Economics and Business, University of 17 August 1945 Surabaya. Achievement is one of the important academic indicators in reflecting the success of the learning process in higher education. The research results show that student learning motivation has a significant influence on academic achievement, followed by effective teaching methods and the availability of supporting facilities. Social environmental support, such as the role of family and peers, was also found to have a positive contribution. . These findings have the impact that improving the quality of learning and providing holistic support can help students achieve persistence,

Education is the foundation for developing high-quality human resources. Students' academic success is influenced by internal factors, such as study habits, and external factors, such as social support. Study habits include time management, reading, and structured learning strategies, while social support involves attention, recognition, and assistance from family, friends, and the academic environment. This study aims to analyze the influence of study habits and social support on the academic achievement of students at Universitas PGRI Wiranegara. A quantitative research method with a causal-comparative design was employed. A sample of 93 active students from the 2021-2023 cohorts was selected using stratified random sampling. Data were collected through validated and reliable questionnaires and analyzed using simple linear regression. The results revealed that study habits and social support simultaneously contributed significantly to academic achievement. Study habits had a greater impact compared to social support. Social support creates a conducive learning environment, strengthens motivation, and enhances students' comfort in completing academic tasks. However, structured and disciplined study habits remain the key to academic success. These findings underscore the importance of developing effective study habits, such as time management and the use of effective learning methods, alongside strengthening social support to achieve optimal academic outcomes. Collaborative efforts between individuals, families, and educational institutions are essential.

This research aims to analyze the application of decorative principles in drawing the Mandailing gorga by class VII students at Nurul Ilmi Private Middle School. This research uses a qualitative descriptive method with data collection techniques form of experimentation, observation and documentation. The research results show that students understanding of the principles decoration, such as composition, motifs, stylization and media is still relatively low. This is caused by a lack of time allocated for arts and culture lessons and a lack students understanding of the local gorga Mandailing. The work produced by students does not fully reflect the optimal application of decorative principles, both from a technical and aesthetic perspective. This research concludes that learning fine arts based on local wisdom requires a more focused approach, adequate time, and more innovative methods to increase students' understanding and creativity in creating art.

Fine arts learning in elementary schools has an important role in developing students' creativity and artistic spirit. This research aims to analyze the effectiveness of Contextual Teaching and Learning (CTL) in shaping the artistic spirit of elementary school students. This research uses a quasi-experimental design with an experimental group that applies CTL learning and a control group that uses conventional learning methods. The research subjects were students, and the data collection instruments included a drawing test, observation, and questionnaire. To compare the learning outcomes of both groups, the data were analyzed using t-test. The results showed significant differences between the experimental and control groups. Students who followed CTL learning showed improvement in creativity, self-expression, and understanding of fine art concepts compared to the control group. The findings indicate that CTL learning is effective in shaping students' artistic spirit, giving them the opportunity to connect learning materials with daily life through various interesting and challenging activities, which encourage them to think critically, creatively, and collaboratively. In addition, since CTL learning makes students feel more involved and active in the learning process, it can increase their motivation to learn.  

Artificial Intelligence (AI) has brought changes in various sectors including education, particularly at the secondary school level. This study aims to analyze the role of AI in improving academic learning, identify the positive impact of AI implementation in the education sector, and compare the effectiveness of AI-based learning with conventional methods. Using the Systematic Literature Review (SLR) method, this study analyzed 50 scientific articles published between 2019-2024 from ScienceDirect, IEEE, Semantic Scholar, and Google Scholar databases. The results showed that the implementation of AI improved students' academic performance by 23% compared to traditional methods, with an increase in students' learning motivation by 35%. In the aspect of adaptive learning, AI shows an increase in learning effectiveness by 30% and increases student participation in distance learning by 40%. Comparison with conventional methods shows the superiority of AI-based learning in material personalization (90% vs 60%), feedback system (85% vs 40% responsiveness), and student engagement (75% vs 45%). However, the research found that optimal results are achieved through blended learning that combines the power of AI with the social interaction of conventional learning.

This study aims to examine the implementation of teaching strategies and methods at SDN 1 Gobras using a qualitative approach supported by NVivo 15 software. Data were collected through in-depth interviews, direct observations, and documentation to evaluate the effectiveness of student-centered learning methods, such as a modified Problem-Based Learning (PBL) approach. The findings reveal that kinesthetic strategies significantly enhance students’ learning enthusiasm, particularly in lower grades (grades 1-3). However, the study also identifies key challenges, including limited learning resources and time allocation. To address these issues, continuous teacher training and improved learning facilities are recommended. These findings are expected to serve as practical guidance for elementary schools in enhancing the quality of learning effectively.

In this review, we undertake an in-depth survey of the traditional as well as modern methods used in finding solutions for partial differential equations (henceforth PDEs). We categorise these equations into three main kinds: elliptic, parabolic, and hyperbolic. We also give illustrative examples of these PDEs and discuss the applications of them in a range of fields. This range extends from fluid dynamics (hydrodynamics), as well as thermal (heat) conduction, to quantum mechanics. Our exploration features a number of analyses used in this regard such as variable splitting or defactorising in addition to the transforms invented by Fourier and Laplace. Not only this but also this survey takes in numerical methods ranging from grid-based (finite difference), mesh-based (finite element) to spectral. Also discussed in this paper is a range of special techniques that ranges from the variational techniques, Green's (fundamental solution) functions to perturbation (also known as Asymptotic expansion in addition to sketching the latest developments with respect to computational methods. This review also sheds light on current challenges that confront addressing complicated PDEs especially those nonlinear and multi-variable. In this regard, the paper calls for more research in order to develop more effective methods. The paper maps out the importance of PDE usages in real-life and its potential for more related discoveries in the future particularly with respect to areas such as machine learning and quantum computing.

This research explores innovations in Christian education through the application of a multisensory approach to spiritual learning. By using a phenomenology-based qualitative research method through literature research, this study aims to understand how a multisensory approach can improve the effectiveness of spiritual learning holistically. The main problem identified is the challenge in conveying abstract theological concepts to students, especially in the digital era that demands relevant and interesting learning methods. The novelty of the research lies in the integration of multisensory approaches with modern technologies, such as augmented reality and interactive applications, to create immersive sense-based learning experiences. The results of the study show that the multisensory approach enriches the learning process by increasing information retention, emotional engagement, and internalization of spiritual values. The findings also confirm that multisensory experiences are able to bridge the abstraction of Christian teachings with concrete experiences, creating a deeper connection between learners and faith values. The contributions of this research include the development of relevant, adaptive, and transformative Christian education strategies, as well as the provision of a theoretical foundation for the implementation of a multisensory approach in various educational contexts. This research provides new insights for Christian educators in presenting spiritual learning that is more holistic and contextual.

Education is the main foundation for the progress of society and individuals, Basic education is very important to build students' knowledge and skills, especially in the field of science. Conventional methods, such as the use of illustrations and textbooks, are often not interesting and interactive. Digital technology presents new opportunities in learning innovation, including by utilizing augmented reality (AR). This study aims to analyze and evaluate the use of interactive media based on augmented reality (AR) in learning the topic of animal classification based on their type of food. The method used is a literature study by reviewing various scientific sources, including journals, articles, and relevant research reports in the last five years. AR-based interactive media offers an innovative and immersive learning experience, allowing students to interact directly with virtual objects in the form of three-dimensional (3D) visualizations. The results of the study show that the use of AR can improve students' understanding of the material, increase engagement in learning, and provide a more interesting and contextual learning experience. In addition, AR media is considered effective in helping students identify animal characteristics based on eating habits, such as herbivores, carnivores, and omnivores. This study concludes that the integration of AR in science learning at the elementary school level has great potential to improve learning effectiveness.