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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.  

This study explores efforts to improve literacy and numeracy through collaboration between teachers and students in the Teaching Campus Program at SD Negeri 03 Geragahan. Literacy and numeracy are essential skills in primary education, but many schools in remote areas still face challenges in achieving expected standards. The study aims to identify and evaluate the effectiveness of this program. The research method used is descriptive qualitative with a case study design. Data were collected through observation, interviews, and documentation, and then analyzed using thematic analysis. The results show that the Teaching Campus Program has a significant positive impact on improving students' literacy and numeracy. There was an increase in reading ability, reading comprehension, reading interest, arithmetic ability, understanding of mathematical concepts, and interest in learning mathematics. The implications of this research highlight the importance of support and commitment from all parties involved in the program to ensure its sustainability and success. This research makes a significant contribution to efforts to improve the quality of education in remote areas and can serve as a reference for similar programs in the future.

This study aims to explore the use of digital technology by Madrasah Tsanawiyah Darul Musthofa in improving the institution's brand image. Using a qualitative approach with a case study method, data was collected through semi-structured interviews, participant observation, and document analysis. The results of the study show that the strategic use of social media such as YouTube, TikTok and WhatsApp has succeeded in increasing public trust in the quality of madrasah education. Digitization of learning also strengthens engagement between students, teachers, and parents, although limited infrastructure and technological training remain significant challenges. The implication of this research is the need for a planned strategy and policy support to ensure equitable adoption of technology, especially in rural areas. This study contributes by understanding the synergy between digital technology and brand image enhancement strategies in the context of Islamic education, offering strategic guidance for other madrasahs to compete in the digital era.

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.

This study was aimed to describe: (1) the effectiveness of learning with a blended learning model using scientific (2) the effectiveness of scientific approach; and (3) the difference in the effectiveness of learning with a blended learning model using scientific approach and learning using scientific approach in terms of critical thinking, and learning independence of mathematics students in high school. The research type is quasi-experiment. The population was all 11th grade students of SMA in semester II of 2024/2025. The sample was established randomly consisting of class XI MIA 2 as the experiment class and XI MIA 1 as the control class. The data collection method uses research instruments in the form of a Learning Independence Test of 15 multiple choice questions, a Critical Thinking Test of 4 descriptive questions, and a Learning Independence Questionnaire of 20 statement, administered as pretests and posttests. To assess the effectiveness of blended learning with a scientific approach and the scientific approach alone, a one-sample mean vector test was conducted, followed by a one-sample t-test. Differences in effectiveness were analyzed using an independent two-sample mean vector test (T² Hotelling). If analysis revealed significant differences between the two classes, an independent sample t-test for comparison was conducted. The results showed that: (1) learning with blended learning model using scientific approach is effective in terms of critical thinking, and independence of learning mathematics of high school students; (2) learning using scientific approach is effective in terms of critical thinking, and independence of learning mathematics of high school students; and (3) learning with blended learning model using scientific approach is more effective than learning using scientific approach in terms of critical thinking, and independence of learning mathematics of high school students.

This research is motivated by the learning process of Catholic religious education in the classroom experienced as only for the sake of cognitive formation that is done simply. Cognitive formation is not an easy thing to do, but requires a strategy for the achievement of maximum learning outcomes. In reality, in the learning process, students follow more, so that their cognition is getting weaker. In this case, Jerome S. Brunner suggests that, cognitive theory becomes very important in achieving educational goals, including in Catholic religious education. Meanwhile, the purpose of this research is that students can achieve good mental or cognitive quality, not just intelligence alone. The method used in this research is the literature review method. The results of this study are first, cognitive learning theory is a theory in which it states that the learning process takes precedence over the learning outcomes. Second, the active participation of individuals in the cognitive process is the basis for achieving the learning objectives of Catholic religion. Third, Catholic religious teachers as facilitators who motivate and evaluate students in the learning process of Catholic religious education. Fourth, Catholic religious teachers can use Bruner's cognitive theory for the application of Catholic religious education learning in the classroom.

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.

Effective learning requires creative and interactive approaches to enhance students' understanding of the material. This study focuses on evaluating the use of Wordwall as a learning tool for short stories in grade 11 at SMA Islam Az-Zahrah Palembang. The main focus of learning includes the definition, characteristics, and types of short stories. Through the "Open Box" and "Random Card" features in Wordwall, students are actively engaged in answering questions presented interactively. 1  The research method involved the delivery of material, interactive quizzes, and evaluation through pre-tests and post-tests. The results showed that the use of Wordwall significantly increased students' interest, engagement, and understanding of short story material. Thus, Wordwall has proven to be an effective and innovative learning medium in improving the quality of learning in the digital age.

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 study examines the effect of mindfulness techniques on reducing academic stress and increasing concentration in students. With increasing academic demands, many students experience stress that interferes with the learning process. Mindfulness techniques, which emphasize full awareness, have been shown to be effective in reducing anxiety and improving mental well-being. The experimental method involved two groups of students: one group implemented mindfulness techniques, while the control group received no intervention. Data were collected through questionnaires measuring levels of academic stress and concentration before and after the intervention. The results indicated that the group practicing mindfulness experienced a significant decrease in stress and an increase in concentration compared to the control group. These findings support the use of mindfulness techniques as an effective strategy to help students and recommend their integration into higher education curricula for academic well-being.

In this era of widespread globalization, the role of administration has become increasingly important in several different ways. The importance of an educational administration system to be implemented has become one of the benchmarks of educational quality, especially in the teaching and learning process, although its implementation has not been maximized. With proper management, educational goals can be achieved effectively and efficiently. Educational administration is a crucial aspect of managing an effective and efficient educational system. This study aims to analyze the role and importance of educational administration in improving the quality of learning. The method used is a qualitative approach with documentation techniques, involving the collection of data from various official documents and reports related to the practices of educational administration. The research findings show that educational administration significantly contributes to curriculum planning, resource management, as well as the evaluation and supervision of the teaching and learning process. These findings are expected to provide insights for policymakers and education practitioners to continue improving the quality of education in Indonesia. Therefore, it is important for all parties involved, including the government, institutional managers, educators, and the community, to collaborate in supporting the educational administration process. Investing in the improvement of educational administration quality is a vital step to ensure the development of high-quality human resources in the future.

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.

This study aims to examine the implementation of the values of the Qur'an and the Hadith of the Prophet in the daily lives of students at MTs. Raudlatul Hasaniyah, Mojolegi Gading Probolinggo. The primary focus of this research is to explore how the values contained in the Qur'an and Hadith are applied in students' everyday lives, particularly in the spiritual, social, and moral aspects. A qualitative approach using a case study method was employed, with data gathered through in-depth interviews, observations, and document analysis. The findings indicate that the implementation of Qur'anic and Hadith values at MTs. Raudlatul Hasaniyah is carried out effectively through various educational programs and initiatives based on Islamic teachings. These values are applied in both academic learning, extracurricular activities, and students' daily life within the school environment. The positive impacts experienced by students include improved moral character, discipline, and a deeper understanding of Islamic teachings. This research is expected to contribute to the development of Islamic education based on Qur'anic and Hadith values in shaping a generation with strong character.

Globalization, recognized as a defining phenomenon of the 21st century, has profoundly influenced numerous aspects of life, including Islamic education. This article seeks to critically analyze the challenges confronting Islamic education in the context of globalization, assess its impacts, and propose strategic solutions. Employing a systematic literature review method within a qualitative framework, the study explores diverse perspectives to uncover actionable insights. The findings underscore the urgent need to integrate Islamic values into educational curricula, harness technological advancements to enhance learning, and adopt a comprehensive approach that harmonizes religious principles with global dynamics.