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Detection and identification of plant diseases is critical to the success and efficiency of agricultural production. Plant disease outbreaks are becoming more frequent throughout the world, and the presence of these diseases in cultivated plants has a significant impact on productivity. Therefore, researchers are focusing on developing effective and reliable plant disease detection methods. Thus, farmers can take advantage of early detection of this disease to minimize future losses. This article discusses machine learning approaches as well as decision trees, K-nearest neighbors, naive Bayes, support vector machines (SVM), and random forests for detecting coffee leaf diseases using leaf images. The above-mentioned classifications were researched and compared to determine the most suitable plant disease prediction model with the highest accuracy. Compared with other classification algorithms, the SVM algorithm achieves the highest accuracy of 99.75%. All the models trained above will be used by farmers to quickly identify and classify new diseases in images as a prevention strategy. As a preventive measure, farmers can detect and classify new diseases in images early.

The development of national character is a strategic agenda in addressing moral, social, and cultural challenges in the era of globalization. Strengthening fundamental values derived from Islamic teachings is considered an important solution, particularly the values of obedience to Allah SWT, the spirit of competing in goodness (fastabiqul khairat), and work ethic. These three values play a crucial role in shaping individuals who are faithful, possess noble character, are responsible, and have high competitiveness. However, the reinforcement of these values in the practice of Islamic Religious Education (PAI) at the elementary, junior high, and senior high school levels has not yet been optimally and systematically integrated. Therefore, this article aims to analyze the concepts, urgency, and strategies for integrating the values of obedience, competition in goodness, and work ethic into PAI learning. The research method employed is a literature study using a qualitative-descriptive approach through the analysis of scientific literature, curriculum documents, and relevant concepts of Islamic education. The findings indicate that the value of obedience serves as a spiritual and moral foundation for students, the value of fastabiqul khairat encourages active, collaborative attitudes oriented toward positive contributions, while work ethic strengthens discipline, responsibility, and productivity. The integration of these three values can be implemented through the development of teaching materials, the application of contextual learning methods, educators’ role modeling, and the cultivation of a religious school culture. The implications of this study affirm that integrating these values into PAI significantly contributes to the formation of a young generation with integrity and readiness to build a dignified nation.

The student teaching internship program in the Zakat and Waqf Management Study Program within the Sharia Marketing Management course, Faculty of Islamic Economics and Business, UIN Sayyid Ali Rahmatullah Tulungagung, was implemented to strengthen students’ pedagogical and conceptual competencies through direct classroom experience. The program aimed to encourage active student engagement by integrating theoretical knowledge with practical teaching application. Key activities included reviewing the Semester Learning Plan (RPS), preparing a sample PowerPoint (PPT) learning material, delivering classroom presentations, observing the learning process, and conducting reflective evaluations from September to December 2025. The methods applied consisted of participatory observation, teaching practice, documentation, and systematic self-reflection. The results indicate improvements in teaching competence, conceptual understanding, and students’ soft skills, despite challenges such as low audience participation and limited references. Overall, the findings highlight the effectiveness of experiential learning in internalizing prophetic ethical values, understanding the halal marketing mix, and comprehending Halal Product Assurance (JPH) regulations. This program contributes positively to curriculum strengthening and supports the development of Indonesia’s halal industry, while enhancing students’ readiness as agents of sharia economic development.

This article discusses community service aimed at improving students' mathematical understanding at MI Nurul Mun'im through learning assistance assisted by the Astromath game. The main problem faced is low student motivation and understanding in mathematics, caused by less engaging learning methods. The purpose of this activity is to provide a solution by using innovative educational technology, specifically the Astromath game, which is designed to develop students' mathematical abilities in an interactive and fun way. The method used in this community service is a direct mentoring approach that involves students in game-assisted learning sessions, with mentoring from lecturers and students. This activity was carried out over several meetings involving the direct use of the Astromath game in class. The results obtained showed an increase in student understanding of mathematics material, especially in terms of basic arithmetic operations, as well as a significant increase in learning motivation. This is indicated by an increase in the average pre-test score from 58.8 to 88.9 average post-test score. In addition, students were also more active and interested in participating in mathematics lessons after being involved in learning sessions using this game. The use of the Astromath game has proven effective in making mathematics learning more interesting and improving student learning outcomes at MI Nurul Mun'im.

This research aims to develop Zepp Quiz as a creative learning media to enhance students' understanding of Islamic Cultural History at Madrasah Aliyah. The research method used is Research and Development (R&D) with the ADDIE model (Analysis, Design, Development, Implementation, Evaluation). The developed product consists of 10 multiple-choice questions about the Conquest of Mecca with varying difficulty levels, equipped with supporting illustrations, educational feedback, point systems, timers, and leaderboards. Data collection was conducted through quantitative methods using validation questionnaires from media experts and material experts with a Likert scale of 1-5. Data analysis was performed descriptively by calculating average scores and feasibility percentages. The results showed that media expert validation obtained an average score of 4.31 or 86% in the very feasible category, while material expert validation obtained an average score of 4.25 or 85% in the very feasible category. Based on expert validation results, Zepp Quiz learning media is declared very feasible to be used as a creative learning media in Islamic Cultural History learning at Madrasah Aliyah.

This sociolinguistic study examines patterns of regional language interference in formal Indonesian usage across bilingual areas of Indonesia. Through a mixed-methods approach, this research analyzes oral and written data from 240 participants across three strategic bilingual regions: Javanese-Indonesian, Sundanese-Indonesian, and Batak-Indonesian. Data were collected through structured interviews, ethnographic observations, and corpus analysis of formal documents. Quantitative analysis employed linguistic corpus software to identify frequency patterns and interference distribution, while qualitative analysis applied ethnography of communication approaches to understand social contexts and functions of interference in communicative interactions. Findings reveal systematic interference typologies that vary according to linguistic domains. Phonological interference demonstrates the highest resistance to formal register constraints (78% consistency), with Batak-Indonesian speakers showing the highest interference rates (85%), followed by Javanese-Indonesian (74%), and Sundanese-Indonesian (71%). Lexical interference occurs in 65% of samples with significant variation based on communication domains, where Sundanese-Indonesian shows the highest rates (72%). Morphological interference is found in 52% of cases, particularly in affixation and reduplication systems. Syntactic interference shows the highest sensitivity to situational formality, decreasing from 45% in semi-formal communication to 28% in strict formal contexts. Research implications indicate the need for reorienting language policy from corrective approaches toward recognizing interference productivity. Language policies should develop flexible standards that accommodate regional variations and promote positive attitudes toward multilingualism. In educational contexts, integration of contrastive approaches in Indonesian language learning is required, along with development of instructional materials sensitive to students' linguistic backgrounds, and teacher training on managing productive versus corrective interference.This research contributes to Indonesian sociolinguistics through providing comprehensive empirical databases, developing innovative theoretical frameworks, and replicable methodologies for language contact analysis. Findings confirm that regional language interference in formal Indonesian constitutes a productive phenomenon reflecting Indonesia's multilingual vitality. Approaches that recognize productive aspects of interference while optimizing formal communication effectiveness become key to developing language strategies responsive to contemporary multilingual Indonesian realities.

This study traces the historical and intellectual processes that enabled Plato's ideas to enter the tradition of Islamic philosophy and subsequently influence Islamic boarding school education in Indonesia. Starting from the increasing openness of Islamic boarding schools to classical humanities, this study aims to understand how Plato's ideas were transferred from the context of Ancient Greece, reinterpreted by Muslim philosophers, and integrated into traditional learning practices. Using a library-based qualitative approach with hermeneutic, historical-intellectual, and thematic methods, this study analyzes the transmission pathways that include the Abbasid translation movement, the interpretive contributions of figures such as Al-Kindi, Al-Farabi, and Ibn Sina, and the absorption of concepts through literature on ethics, logic, and adab. The findings show that Islamic boarding schools did not inherit Plato's ideas directly, but rather through the Islamic philosophical tradition that reshaped Platonic elements to fit the Islamic intellectual framework. Concepts related to spiritual education, character building, and ethical rationality are in line with the orientation of tazkiyah al-nafs, which is the foundation of Islamic boarding school pedagogy. This study confirms that the relationship between Plato's ideas and Islamic education emerged through a long creative process, not merely a transfer of texts. Practically, these findings highlight opportunities to develop a more reflective, critical, and virtue-centered pesantren curriculum, while encouraging further ethnographic research to explore how the classical philosophical heritage is reinterpreted in contemporary santri learning practices.

This study examines the fundamental concepts of learning by emphasizing that learning is an active process that not only involves receiving information but also includes changes in students’ knowledge, attitudes, and skills. This research was conducted using a literature review method by exploring various relevant scholarly sources to understand the theories, principles, components, and factors that influence the success of learning. The findings indicate that learning theories such as behaviorism, cognitivism, constructivism, and humanistic theory provide an essential foundation for teachers in designing meaningful learning experiences. In addition, there has been a paradigm shift from teacher-centered learning to student-centered learning, which requires teachers to act as facilitators and designers of a conducive learning environment. The study further reveals that effective learning is determined by the alignment of objectives, materials, methods, media, learning activities, and evaluation. Internal factors such as students’ motivation and readiness to learn, as well as external factors such as teacher competence and the availability of learning facilities, also significantly influence learning outcomes. Overall, this study emphasizes that effective learning requires comprehensive planning, adaptive approaches, and classroom management that supports active student engagement.

This study discusses the learning process of Christian Religious Education (CRE) for early childhood based on a hermeneutical approach as a pedagogical strategy for fostering children’s faith from an early age. Early childhood is a critical stage in faith development; therefore, learning methods must be not only informative but also transformative and meaningful. This study employs a qualitative method through a literature review, analyzing hermeneutical theories, early childhood development studies, and CRE teaching practices in the Indonesian educational context. The findings indicate that the application of child-centered hermeneutics enables teachers to connect biblical messages with children’s concrete experiences through storytelling, visual media, role-playing, and multisensory activities appropriate to children’s world. Contextual, simple, and creative interpretation of biblical texts helps children internalize faith values more deeply and practically. This study emphasizes the importance of strengthening teachers’ competencies through practical hermeneutics training and implementing developmentally appropriate learning approaches. Thus, hermeneutics functions not only as a tool for interpreting biblical texts but also as a pedagogical process that holistically shapes children’s faith development.  

This study discusses the development of narratives on Islamic morality and history through interactive audiovisual media as an effort to address the learning needs of the digital generation that demands high engagement, engaging visualizations, and immersive learning experiences. Based on library research methods, this study examines literature on narrative pedagogy, Islamic historiography, and digital learning technology to formulate a narrative model that integrates cognitive, affective, and interactive aspects. The review shows that although audiovisual media and technologies such as AR/VR have been proven to increase student motivation and understanding, studies specifically combining narratives on morality, Islamic history, and interactivity design are still limited. This study proposes a participatory narrative model based on interactive audiovisual through choice-based storytelling, reflective quizzes, and micro-scenarios that can strengthen historical understanding while internalizing moral values. The analysis shows that interactive media serves not only as a means of conveying information but also as a space for moral experience that allows students to build empathy, reflection, and value awareness. This study provides theoretical contributions to the development of narrative pedagogy in Islamic education and provides practical recommendations regarding media design, teacher readiness, and infrastructure support for the implementation of more effective and meaningful digital learning.

This study aims to analyse the difficulties experienced by female students at Tunas Ilmu Islamic Junior High School in learning English. English is an important subject in the curriculum, but some students still show difficulties in understanding and using the language effectively. This study uses a  qualitative descriptive method with observation, interviews and a questionnaire given to students. The initial results of the essay questionnaire show that 50% of students say they like English lessons, while the other 50% experience difficulties in learning. Meanwhile, the results of the multiple-choice questionnaire showed that students experienced three difficulties, namely difficulty reading sentences, understanding vocabulary, and understanding grammatical concepts. Learning difficulties are a problem that prevents students from following lessons as well as other students in general. Learning difficulties are commonly experienced by students. The results of the study show that the main difficulties students face are in speaking and listening skills, which are caused by a lack of vocabulary, low self-confidence, and limited exposure to English outside the classroom. Another contributing factor is the lack of variety in teaching methods. Therefore, this study is expected to serve as a basis for teachers to design more effective learning strategies that are tailored to the needs of students.

This study examines the integration of hermeneutic learning and systematic theology in science-based discipleship based on the concept of the Kingdom of God. The background of this research is the gap between the theological understanding of the Kingdom of God and the practice of digital discipleship which tends to be pragmatic and lacks a strong doctrinal foundation. This study uses mixed methods with a sequential explanatory design, which combines a survey of 50 respondents from pastors, lecturers, teachers, and students, as well as in-depth interviews to strengthen quantitative findings. The results of the study showed a very positive response to the integration of the values of the Kingdom of God and the use of science and technology in discipleship, especially in the aspects of digital ethics, love, responsibility, and the formation of Christian character. However, the understanding of hermeneutics and systematic theology still needs to be strengthened so that theological depth is not reduced by digital media and rapid technological flows. This research produces an integrative conceptual model of digital discipleship based on the Kingdom of God that combines hermeneutics as the basis for biblical interpretation, systematic theology as a doctrinal framework, and science and technology as a means of contextual and sustainable faith transformation.

Education plays a vital role in shaping character and developing individual potential, with the ability to collaborate being crucial in this global era. This study focuses on the low level of student collaboration and suboptimal Aqidah Akhlak learning outcomes at MA Muhammadiyah 1 Ponorogo, caused by a lack of innovative learning methods. Therefore, this study aims to examine the application of the Project-Based Learning method as a solution to improve student collaboration and learning outcomes. This study aims to: (1) describe the application of the Project-Based Learning method in teaching Aqidah Akhlak in class XI of MA Muhammadiyah 1 Ponorogo, (2) determine the impact of the Project-Based Learning method on student collaboration and learning outcomes, and (3) determine student perceptions of the application of the Project-Based Learning method in teaching Aqidah Akhlak. This study used a qualitative approach with descriptive methods. Data were collected through observation, interviews (with the principal, vice principal for curriculum, Aqidah Akhlak teacher, and class XI students), and documentation. The data analysis technique used was the Miles and Huberman model, which includes data reduction, data presentation, and drawing conclusions. The results of the study show that: (1) the implementation of the Project Based Learning method is carried out through structured steps, encouraging active cooperation between teachers and students, with an emphasis on equal roles and responsibilities of each, (2) the Project Based Learning method has a positive impact on increasing collaboration, educational outcomes, and the development of students’ knowledge, attitudes, and skills as a whole, with changes in behavior that are seen in depth, (3) students have a positive view of the Project Based Learning method because it is considered more interesting, interactive, meaningful, and relevant to everyday life, which can be seen from increased motivation and active participation.

The purpose of this study was to determine how puzzle games affect the problem-solving abilities of early childhood children. This study used quantitative methods and a quasi-experimental design. The study involved children aged 4 to 6 years from various early childhood education institutions (PAUD). Purposive sampling was used to collect samples. Data were collected through pre-tests and post-tests of problem-solving abilities and observations of children's behavior while playing puzzles. Logical thinking, creativity, concentration, focus, use of problem-solving strategies, and willingness to learn were all metrics used for assessment. To determine the differences in abilities before and after treatment, the collected data were analyzed statistically. The results of the study showed that puzzle game intervention improved children's problem-solving abilities. Children learned to identify problems, make plans for solutions, and work independently. In addition, it was proven that puzzle games as a learning medium were more effective with the help and guidance of teachers and parents. According to this study, puzzle games are an effective tool for developing the cognitive, social, and emotional abilities of early childhood.

Understanding God in Christian education plays a crucial role in the moral formation of children, as the theological concept of God forms the foundation for values, character, and ethical actions, developed from an early age. In Christian education, the process of moral formation does not simply rely on rules or customs, but rather rests on the child's personal relationship with God as a loving, guiding Being, and the source of truth. This study uses qualitative methods with a library research approach to explore how the concept of God according to Christian theology can serve as a foundation for the comprehensive moral formation of children. The aim of this study is to analyze how God's attributes such as love, holiness, justice, and faithfulness can be applied in the educational process so that the moral values formed are not formalistic but grow from a deep spiritual awareness. The research findings show that a proper understanding of God helps children recognize moral standards rooted in God's character, develop ethical attitudes, and strengthen the internal drive to live according to His will. This research is also expected to contribute to Christian educators in developing theological, contextual, and effective learning strategies to continuously cultivate children's morality in accordance with the principles of the Christian faith.

This research presents the development of the Rembulan E Learning platform using Moodle as the primary Learning Management System for SMK Negeri 1 Pandeglang.The main objective is to provide a structured, accessible, and interactive digital learning environment that effectively supports teaching and learning activities, enhances student engagement, and facilitates teacher management of course materials. The study applies the Waterfall development model, which includes five stages requirement analysis, system design, implementation, testing, and deployment. Data collection methods involve observation of classroom practices, in depth interviews with teachers to identify pedagogical and technological needs, and comprehensive documentation review to ensure alignment with curriculum standards and user expectations. The resulting system integrates features such as digital classrooms, learning modules, assignments, discussion forums, quizzes, and student performance monitoring, offering a comprehensive digital learning experience. System testing was conducted using Black‑box Testing, complemented by limited user trials with teachers and students, which confirmed that the platform is functional, user friendly, and capable of supporting a variety of learning activities. This research contributes to the implementation of Moodle based LMS development in vocational schools, providing practical guidance for improving digital learning quality, promoting blended learning approaches, and facilitating sustainable adoption of educational technology in secondary education.

Bullying in Indonesian educational settings remains a serious problem that requires widespread attention. Poor legal understanding among children and adolescents, coupled with suboptimal child protection regulations, increases the risk of violence in schools. To address this issue, a "Fight Bullying" outreach program was conducted in Sumeith Pasinaro Village, aimed at improving students' understanding of the definition, forms, impacts, and legal consequences of bullying. This program utilized a qualitative descriptive approach and a participatory education model, involving 47 students from Sumeith Pasinaro Elementary School and Elpaputih 2 Junior High School. The methods employed included material delivery, interactive discussions, and assessments to provide students with an in-depth understanding of the legal education provided. The evaluation results showed a significant increase in students' understanding of bullying, with an average level of understanding reaching 80.83%. Students were able not only to identify the types of bullying but also to understand the long-term impacts on both victims and perpetrators. This outreach program also helped students understand the legal regulations governing bullying and encouraged them to report or stop such acts. This program emphasizes the importance of a planned and sustainable approach involving teachers and parents to prevent bullying, as well as creating a safe learning environment and supporting child protection.

This study aims to evaluate the effectiveness of the Artificial Intelligence-Based Learning Media Development Program (P3MP-AI) in enhancing teachers’ technological and pedagogical competencies at SMK Muhammadiyah 2 Malang. The program employed a descriptive approach using both quantitative and qualitative methods, including pre-test and post-test assessments, as well as direct observation of the training process. A total of 30 teachers from various disciplines actively participated in the program conducted on August 12, 2025. The evaluation results revealed an increase in the participants’ average scores from 100 to 130 out of a maximum of 150, indicating a significant improvement in their understanding of AI concepts and applications in education. Beyond competency enhancement, the training also fostered teachers’ confidence, creativity, and ability to integrate AI-based tools into interactive learning media. However, several challenges were identified, such as limited technological resources and time constraints in classroom implementation. Overall, this program has made a tangible contribution to strengthening teachers’ digital literacy and can serve as a replicable professional development model for other vocational schools seeking to advance AI-based educational transformation.

Credit scoring is an important element in decision-making for providing financing, especially for microfinance institutions. Several methods for predicting credit scoring include Decession Tree, Gradient Boosted, Neural Network, K-NN, and Rule Induction. This study aims to improve the accuracy of financing risk prediction by efficiently integrating historical data. The Neural Network (NN) algorithm is a machine learning algorithm consisting of neurons (nodes) connected to each other in several layers (input, hidden, and output). NN is used for pattern recognition, classification, regression, and complex non-linear modeling. The NN algorithm has the advantage of working well on large and diverse data and unstructured data. However, the NN algorithm has weaknesses such as overfitting and data dependence. In this study, the integration of the Sample Bootstrapping and Weighted Principal Component Analysis (PCA) methods is proposed to improve optimal accuracy in the NN algorithm. The Sample Bootstrapping method is used to reduce the amount of training data to be processed. The Weighted PCA method is used to reduce attributes. This study uses a financing customer dataset. The results of the study show that the integration of the NN algorithm with Sample Bootstrapping and Weighted PCA resulted in an accuracy increase of 1-3% (97%-99%) compared to other algorithms. Therefore, it can be concluded that the integration of the NN algorithm with Sample Bootstrapping and Weighted PCA produces better accuracy than other algorithms

This study investigates the impact of GeoGebra-assisted collaborative learning on students' understanding of function graphs. Function graphs are fundamental in mathematics education, yet many students struggle to grasp the relationships between variables, primarily due to traditional teaching methods that focus on procedural skills rather than conceptual understanding. To address this challenge, the study incorporates GeoGebra, a dynamic mathematics software, alongside collaborative learning strategies. The research utilizes a quasi-experimental design involving high school students who had previously struggled with function graphs. The results demonstrate that the experimental group, which engaged in GeoGebra-assisted collaborative learning, showed a significant improvement of 27% in their post-test scores, compared to just a 6% improvement in the control group using traditional methods. The study highlights the effectiveness of GeoGebra in fostering a deeper conceptual understanding of mathematical functions by enabling students to visualize and manipulate graphs interactively. Additionally, collaborative learning encouraged peer interaction, reinforcing the learning process and promoting better problem-solving skills. The findings suggest that combining interactive tools like GeoGebra with collaborative learning techniques can enhance students’ mathematical comprehension, leading to improved engagement and performance in mathematics education.