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This study aims to develop and implement an artificial intelligence-based reading learning application using Deep Learning technology to enhance the literacy skills of eighth-grade junior high school students. The research employed the Kemmis & McTaggart Classroom Action Research model combined with a mixed-methods approach. Data collection involved pretests and posttests, complemented by observations, interviews, and questionnaires. The findings revealed that the use of this application significantly improved students' reading comprehension, question-answering skills, and overall engagement in the learning process. Key features of the application, such as adaptive learning technology, allowed for real-time adjustments to the difficulty level of the material, which catered to each student’s individual learning pace. Additionally, the provision of instant feedback enhanced the learning experience by helping students understand their progress and areas for improvement. These results suggest that the application is an effective tool in fostering literacy development and aligns with the goals of the Independent Curriculum. Consequently, this Deep Learning-based application offers a promising innovation for improving student literacy skills in the digital age. 

English is an international language that plays a vital role in education and technology; therefore, students are required to master reading comprehension skills, especially narrative texts, to face the challenges of globalization. This study, entitled "Improving Students' Reading Comprehension of Narrative Texts Through Storytelling Activities Using Webtoons in Grade I of MA Daruttholibin Watumalang," aims to improve students' reading comprehension of narrative texts through storytelling activities using Webtoons as a learning medium. This study employed a Classroom Action Research (CAR) design conducted in two cycles, each consisting of planning, action, observation, and reflection. Data were collected using descriptive qualitative methods through interviews, tests, and classroom observations. The research procedure began with a pre-test, followed by the implementation of treatment and post-tests in each cycle. The findings indicate that the use of storytelling supported by Webtoons effectively improved students' reading comprehension. This improvement was reflected in students' increased learning motivation, better understanding of narrative text elements, and improved ability to accurately retell stories.

Interpersonal communication is the main foundation in the process of communication and interaction in life, including in the context of caregivers and children with disabilities at orphanages, enabling the creation of emotional closeness, also known as bonding. This study uses a qualitative approach with data collection methods through interviews, participatory observation, and documentation studies. The results of this study illustrate that the interaction process between caregivers and children with disabilities occurs through interpersonal communication involving the use of verbal and nonverbal communication. In addition, emotional closeness through the communication process does not form immediately, but rather through stages leading to emotional closeness established in the interaction between caregivers and children with disabilities at the Bhakti Luhur Orphanage in Baumata Village. Nevertheless, in the interaction process, there are certainly obstacles that disrupt the effectiveness of communication and interaction, namely limitations in resources, learning challenges in interacting with children with special needs, and communication problems such as miscommunication. However, all of these can be overcome by caregivers who strive to become parental figures for children with disabilities through evaluation processes and intensive approaches with each child.

The increasing sophistication of malware has rendered traditional signature-based detection methods insufficient, necessitating behavior-driven and adaptive analytical frameworks. This study presents a sequential deep learning framework that models system-level API call sequences as structured linguistic representations for behavioral malware detection. Unlike conventional comparative studies, this work systematically evaluates recurrent and attention-based architectures under controlled experimental conditions, with a particular focus on generalization performance and overfitting mitigation. Two neural architectures, a Long Short-Term Memory (LSTM) network and a Transformer-based attention model, are trained on publicly available API call sequence data for binary classification of malicious and benign executables. Beyond standard accuracy metrics, the study further examines model stability, convergence behavior, and the impact of long-range dependency modeling on detection robustness. Experimental results demonstrate that the Transformer architecture achieves superior performance, attaining 95.54% classification accuracy and consistent improvements in precision, recall, and F1-score, indicating a stronger ability to capture complex behavioral dependencies. These findings highlight the effectiveness of attention mechanisms in behavioral malware modeling and provide empirical evidence that NLP-inspired architectures offer a robust and scalable approach for real-world cybersecurity applications.

Many senior high school students face significant difficulties in generating ideas, organizing thoughts, and selecting appropriate vocabulary when writing descriptive texts. Traditional teaching methods often limit creativity, making the integration of visual media crucial. Therefore, this study aims to develop creative poster-based learning module for teaching descriptive writing. A Research and Development (R&D) design was employed, adapting the ADDIE (Analysis, Design, Development, Implementation, Evaluation) model. However, due to time constraints, this research is strictly limited to the Analysis (Needs Analysis) and the initial Development (Prototype Development) stages. The participants for the needs analysis consisted of 22 senior high school students in Indonesia, selected through purposive sampling. Data were collected using an online needs analysis questionnaire. The findings indicate a strong student preference for visual support, which informed the design and creation of a poster-based learning module prototype intended to help students visualize concepts. The implications suggest that while the prototype aligns with student needs, further research is required to validate and test the product.

The effectiveness of public sector organizations in delivering quality services and achieving their mandates depends critically on how they manage their human resources. This study examines the relationship between strategic human resource management (SHRM) practices and organizational performance in Indonesian public sector organizations. Employing a mixed-methods research design, data were collected from 312 public sector managers and HR professionals across 45 government agencies through surveys and 32 in-depth interviews. The research investigates five key SHRM dimensions: strategic recruitment and selection, performance management systems, employee development and training, compensation and rewards, and employee engagement. Findings reveal significant positive relationships between SHRM practices and multiple performance indicators including service quality, operational efficiency, employee productivity, and organizational innovation. Regression analysis demonstrates that SHRM practices collectively explain 47.3% of variance in organizational performance scores. Qualitative data illuminate implementation challenges including limited HR professional capacity, rigid civil service regulations, political interference, and resistance to performance-based management. The study identifies critical success factors such as top management commitment, alignment between HR strategy and organizational strategy, investment in HR analytics capabilities, and cultural transformation toward merit-based practices. Results indicate that high-performing public organizations distinguish themselves through systematic talent management, data-driven HR decision-making, continuous learning cultures, and stronger linkages between individual performance and organizational outcomes. This research contributes empirical evidence on SHRM effectiveness in public sector contexts and provides actionable recommendations for HR practitioners and policymakers seeking to leverage human capital for improved public service delivery.

This study aims to descriptively analyze the ability of elementary students to imitate rhythmic gymnastics movements through the Just Dance Now application in Physical Education learning at SDN Bulay 1 Pamekasan. The background of this research stems from the low motivation and movement accuracy of students in conventional rhythmic gymnastics learning. Using a qualitative descriptive approach, this study involved 24 fifth-grade students as subjects. Data collection techniques included participatory observation, in-depth interviews, and documentation. Data were analyzed using the Miles and Huberman interactive model consisting of data reduction, data presentation, and conclusion drawing. The findings indicate that students' ability to imitate rhythmic gymnastics movements through Just Dance Now falls into the sufficient category, with students demonstrating good proficiency in basic movement patterns but experiencing challenges in complex body coordination and musical rhythm synchronization. The application successfully enhanced student enthusiasm and engagement compared to traditional methods. However, technical constraints such as internet connectivity and limited space were identified as implementation barriers. This study implies that digital game-based media like Just Dance Now can serve as an effective alternative visual aid in elementary physical education, particularly for rhythmic gymnastics instruction. Educators are encouraged to integrate technology creatively while addressing infrastructural limitations to optimize learning outcomes.

Formal education systems are often trapped in rigid standardization that actually shackles students' creativity and personal uniqueness. This issue raises questions about the extent to which individual freedom is accommodated in modern curricula that tend to be pragmatic. Departing from this issue, this study aims to explore the relevance of Jean-Jacques Rousseau's Romanticism which prioritizes affection and the general will in the context of education. Rousseau argued that the development of science and culture often acts as a chain that restrains humans, thus he proposed the concept of natural education that allows children's instincts to develop freely without damaging cultural intervention. Using qualitative methods based on literature review, this research identified a strong common ground between Rousseau's vision and Indonesia's Freedom to Learn policy. The study reveals that both share a common philosophical foundation: restoring educational sovereignty to institutions and students, allowing them to independently develop their potential, talents, and interests. Therefore, synchronizing Rousseau's ideas with Freedom to Learn serves as a crucial foundation for creating a higher-quality and more humane national education ecosystem.

This study investigates the impact of social support and learning motivation on students' desire to pursue higher education at SMA Negeri 4 in South Tangerang City. It employs a quantitative design through survey methods, collecting data via a Google Form questionnaire from 84 participants, with instruments validated and tested for reliability using SPSS version 27. Analysis involved simple and multiple linear regression, supplemented by t-tests for individual effects and F-tests for combined influences. Social support (X1) significantly affects interest in further education (Y), showing a regression coefficient of 1.521 (p = 0.000) and R² of 0.649. Learning motivation (X2) likewise exerts a strong positive influence on interest in higher education (Y), with a coefficient of 1.307 (p = 0.000) and R² of 0.691. Together, these factors significantly predict students' interest (F = 106.418, p = 0.000), explaining 72.4% of the variance (multiple R² = 0.724), while 27.6% stems from unexamined variables. These results highlight the critical role of social support and robust learning motivation in boosting students' aspirations for advanced studies. Schools, families, and policymakers can leverage these insights to craft targeted initiatives for enhancing postsecondary enrollment. These results highlight the critical role of social support and robust learning motivation in boosting students' aspirations for advanced studies. Schools, families, and policymakers can leverage these insights to craft targeted initiatives for enhancing postsecondary enrollment.

This study aims to evaluate the impact of leadership education and training on organizational service effectiveness within the Tambrauw Regency Government, Papua. Leadership training is an important instrument in developing the competencies of Civil Servants to enhance leadership capacity, managerial skills, and public service quality. However, its implementation needs evaluation to determine its impact on organizational performance and service effectiveness. This research uses a qualitative approach with descriptive analysis. The analytical framework applied is the Kirkpatrick training evaluation model, covering reaction, learning, behavior, and results. Data collection was conducted through documentation studies, policy analysis, and literature review on civil servant development and public services. The results indicate that leadership training has a positive impact on improving civil servant competencies and service effectiveness. At the reaction level, participants showed high satisfaction with training materials and methods. At the learning level, there was improvement in leadership knowledge and skills. At the behavior level, participants demonstrated more professional work attitudes, better coordination, and improved decision-making. At the results level, training contributed to improved service quality, efficiency, and innovation. However, challenges remain, including limited resources, hierarchical bureaucratic culture, and weak policy support. Therefore, strong local government commitment is needed to enhance training quality and organizational support. This study contributes to public administration research and offers practical insights for policy development.

This research is motivated by the low interest of students in learning the Qur'an and Hadith due to the dominance of conventional teaching methods that are considered less engaging. The study aims to examine the role of interactive learning media in increasing students’ learning motivation at Madrasah Ibtidaiyah. The research employs a qualitative literature study approach by collecting credible sources, including journal articles, textbooks, and previous research findings. Content analysis techniques were used to identify patterns, relationships, and important insights from the collected data. The findings indicate that interactive media such as educational videos, interactive animations, dynamic PowerPoint presentations, and digital quizzes significantly enhance students’ interest and motivation in learning. This improvement is reflected in higher levels of attention, curiosity, participation, and engagement during the learning process. In addition, the use of interactive media helps present Qur'an and Hadith concepts in a more concrete, attractive, and enjoyable way, thereby improving students’ understanding of the material. The study implies that integrating technology-based learning media can become an innovative strategy to optimize the teaching and learning process in Islamic elementary education institutions.

This study is motivated by the low level of students’ learning concentration in the classroom, which is reflected in behaviors such as drowsiness, lack of focus, and limited participation during learning activities. These conditions are generally caused by less varied teaching methods and a lack of activities that actively engage students. Therefore, this study aims to examine the use of brain gym–based ice breaking activities to reduce drowsiness and improve students’ concentration. The method employed in this research is a literature review, involving the analysis of various relevant academic sources, including journals, books, and research articles. The findings indicate that integrating ice breaking activities with brain gym techniques has a positive impact on the learning process. This approach is shown to enhance concentration, memory, and students’ readiness to learn. In addition, the simple movements in brain gym can help increase oxygen flow to the brain, making students feel more refreshed and focused. In conclusion, brain gym–based ice breaking can serve as an effective, innovative, and enjoyable instructional strategy to improve the quality of teaching and learning in the classroom.

Education plays an important role in shaping the quality of human resources, particularly in developing students' critical thinking skills. In the learning process at school, teachers not only act as providers of information but also as facilitators who are able to create active, creative, and participatory learning environments. However, in practice, the learning process is still often dominated by one-way lecture methods, which tend to make students passive and less involved in the learning process. This condition affects the development of students’ critical thinking skills. Therefore, learning strategies that actively involve students are needed, one of which is through the implementation of Problem Based Learning (PBL).This study aims to analyze the strategies used by Islamic Religious Education teachers in implementing Problem Based Learning and its impact on students’ critical thinking skills at SMA Pembangunan V YAPIS Waena. This research employed a qualitative approach with a descriptive research design. Data were collected through observation, interviews, and documentation, while data analysis used the Miles and Huberman model which includes data reduction, data display, and conclusion drawing.The results of the study indicate that the implementation of Problem Based Learning is carried out through several stages, including presenting problems related to daily life, group discussions, problem analysis, and the presentation of discussion results by students. The implementation of this learning model increases students’ activeness in the learning process and encourages the development of critical thinking skills, such as identifying problems, analyzing information, expressing opinions, and drawing logical conclusions. Therefore, Problem Based Learning can be considered an effective learning strategy for improving students’ critical thinking skills in Islamic Religious Education learning.

This study analyzes junior high school students' errors in solving mathematics problems involving integers. This study was conducted through a systematic literature review of 12 related research articles published between 2021 and 2026. The analysis shows that students' errors in integers include contextual, procedural, and technical (calculation) errors. The most common conceptualization errors were found in the understanding of positive and negative signs and the rules for mixed operations. The main causes of errors are a lack of in-depth conceptual understanding, the habit of memorizing without understanding, and a lack of practice using concrete media. Internal factors such as learning motivation and external factors such as learning methods and media also contribute. This study recommends that the mathematics learning process emphasize meaningful conceptual understanding, the use of concrete media, and learning strategies that engage students' mathematical connection skills. Thus, difficulties in learning integers can be minimized sustainably.

Academic anxiety is one of the problems commonly experienced by students due to the pressure of assignments, demands for achievement, and concerns about learning outcomes. This article aims to examine the effectiveness of mindfulness-based counseling in reducing students' academic anxiety and to explain the strategic role of guidance counselors in its application in schools. This study uses a literature review method with a literature review approach. Data were obtained from various national journals relevant to the topics of academic anxiety and mindfulness, then analyzed descriptively and qualitatively through a process of collecting, classifying, and synthesizing the results of previous studies. The results of the study show that mindfulness-based counseling is effective in helping students reduce their levels of academic anxiety through conscious breathing exercises, focusing attention, and accepting learning experiences without negative judgment. In addition, guidance counselors play an important role as facilitators, program developers, role models for mindfulness practices, mental health advocates, and liaisons between schools and parents in supporting the success of interventions. By applying the right methods, mindfulness-based counseling can be an effective alternative service in helping students overcome academic anxiety when implemented systematically and continuously  by guidance counselors in schools.

The development of digital technology has driven significant changes in modern learning methods by integrating various multimedia media. However, multimedia's ability to facilitate learning depends largely on the extent to which its presentation aligns with the principles of learning psychology, particularly those outlined in the Cognitive Theory of Multimedia Learning (CTML). This study aims to examine the role and effectiveness of multimedia in transforming modern learning methods by combining the results of recent empirical research from 2020 to 2024. This study used the Systematic Literature Review (SLR) method by analyzing 22 journal articles obtained from several databases such as Scopus, Web of Science, ScienceDirect, Google Scholar, and Sinta. Research shows that the use of interactive multimedia helps increase student enthusiasm for learning, participation, understanding of concepts, and the ability to remember course material. However, disorganized multimedia design can add unnecessary mental burden, thereby reducing learning effectiveness. These findings suggest that the successful use of multimedia depends not only on the level of technological advancement but also on the quality of learning design that applies cognitive theory. This study provides a comprehensive summary of the latest research and provides tangible benefits for educators in creating effective digital learning content.

The development of digital technology in the 21st century has significantly influenced educational practices, including the teaching of history in schools. Conventional teaching methods often make history learning less engaging and limit students’ active participation. Therefore, innovative learning models based on digital technology are needed to improve the quality of history education and support the development of 21st-century skills such as critical thinking, creativity, communication, and collaboration. This study aims to examine the role of innovative digital technology-based learning models in history learning to enhance students’ 21st-century skills. The research uses a qualitative approach with a literature study method by analyzing various academic sources such as books, journal articles, and relevant research publications. The findings indicate that the integration of digital technology in innovative learning models can increase students’ engagement, improve their understanding of historical events, and encourage active learning through interactive media and digital resources. Furthermore, the use of digital technology enables students to access diverse historical sources and develop analytical and interpretative abilities. The study implies that the implementation of digital-based innovative learning models in history education can support more meaningful learning and contribute to the development of students’ competencies needed in the digital era.

Students as pioneers of nation development, must be able to grow and create jobs through developing an entrepreneurial spirit in higher education. The aims of this research are (1) to develop a project-based entrepreneurship learning model and (2) to test the effectiveness of the project-based entrepreneurship learning model to foster students' entrepreneurial motivation in the Primary School Teacher Education Study Program (PGSD) Muhammadiyah University, Purworejo. The method used in the research is the Research & Development model DBR (Design Based Research). The research subjects were 36 students of the PGSD Study Program at Muhammadiyah University Purworejo studying Local Business entrepreneurship. Data were collected using observation, portfolio, questionnaire, interview and FGD methods. The data analysis techniques used in this research are qualitative analysis, percentages, and difference tests (t-test). The research results show that: 1) improvements to the Local Business entrepreneurship learning model are more directed at applicable practicum, and creating graduates who have an entrepreneurial spirit; 2) design and prototype development consists of three components, namely learning objectives, learning methods, and assessment; 3) validation tests and limited tests show that the learning objectives, material content and presentation are in accordance with the content, appearance and language; and 4) product testing using an experimental class determined based on student learning styles, the majority of students have an accommodating learning style, the results of the portfolio assessment show students have very good and good grades, the products produced by student work groups are in accordance with learning styles, and effectiveness tests show The application of project-based Local Business entrepreneurship learning in the PGSD Study Program at Muhammadiyah University, Purworejo, is able to foster students' entrepreneurial spirit very well.  

Difficulties in learning to read the Qur’an among adults do not always stem from the quality of teaching materials or instructors, but are often caused by the use of learning methods that are not appropriate to adult learners’ characteristics. Adults possess distinct psychological, physiological, and experiential backgrounds that require learning approaches different from those used for children. Monotonous and rigid instructional methods may hinder motivation and limit learning outcomes, particularly in Qur’anic literacy education. This condition is further compounded by physical limitations commonly experienced by adults and the elderly, such as dental and oral health problems, as well as strong regional language accents that affect pronunciation accuracy. In response to these challenges, the Tsaqifa method was developed as an alternative and practical approach specifically designed for adult beginners who have little or no prior ability to read the Qur’an. This method emphasizes simplicity, flexibility, and learner-centered instruction, enabling participants to gradually improve their Qur’anic reading skills in a supportive and non-intimidating learning environment. Through its application, adult learners are encouraged to regain confidence and motivation in studying the Qur’an, thereby contributing to efforts to reduce Qur’anic illiteracy among adult and elderly communities, particularly in rural areas.

Learning motivation is one of the important factors that determine whether a student can succeed in college, especially for students of the Islamic Religious Education Study Program who must balance academic learning and religious values. This study aims to understand the learning motivation of third-semester students of the Islamic Religious Education Study Program at STAI Al-Gazali Soppeng, as well as the factors that influence this motivation. This study used a qualitative approach with descriptive methods. Data were collected through observation, in-depth interviews, and documentation of students selected purposively. Data analysis was carried out in three stages: data reduction, data presentation, and conclusion drawing. The results show that student learning motivation is influenced by internal factors such as learning interests, ideals, and religious awareness, as well as external factors such as the teaching methods of lecturers, the learning environment, and support from surrounding communities. These findings indicate that student learning motivation is in the fairly good category, but still needs to be improved. This study emphasizes the importance of innovation in teaching methods and guidance that combine academic and spiritual to continuously strengthen student learning motivation.