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Dengue fever (DHF) is an infectious disease caused by the dengue virus and transmitted through the bite of the Aedes aegypti mosquito. This disease is a major health problem in many tropical countries, including Indonesia. Identification and classification of DHF patients is very important to prevent further spread and to provide appropriate medical treatment. In this study, the classification of DHF disease is carried out using the K-Means algorithm, which is one of the methods in machine learning used to classify data based on similarity of features. This study aims to apply the K-Means algorithm in classifying DHF cases based on data on symptoms that appear in patients, such as high fever, joint pain, skin rashes, and others. The data used includes patient medical records that record various clinical and demographic parameters. The K-Means algorithm is used to group the data into clusters that describe the severity category or potential risk of dengue disease. The results showed that the K-Means algorithm can be used to cluster DHF patients well, with the division of groups that can describe the severity of the disease. Evaluation was conducted using metrics such as silhouette and cluster validity to assess the effectiveness of the algorithm in performing classification. This model is expected to help medical personnel in decision-making, provide early warning, and improve rapid response to dengue cases.

This study examines the implementation of a literacy movement program that focuses on fostering early literacy and building a culture of literacy in Nagrog Hamlet, Kertabumi village. The program has shown remarkable effectiveness in increasing children’s interest in reading through situational approaches and fun learning methods. This study shows three main findings: Firstly, the program has successfully increased children’s interest in reading through interactive activities such as shared reading, book coaching and reading aloud. Secondly, the program faces the challenges of limited book collections that match children’s interests and the lack of adequate library facilities in schools. Thirdly, the program succeeded in creating a more inclusive community literacy culture, changing children’s habits from playing with tools to reading and discussing together. This research proves that with the right literacy approach, reading habits can be transformed into social activities that strengthen community relationships.

The objectives of this research are: (1) Producing interactive learning media based on articulate storyline 3 in high school accounting learning subjects. (2) Producinh interactive learning media based on articulate storyline 3 which is feasible in learning high school accounting. (3) Knowing the effectiveness of interactive media development based on articulate storyline 3 in high school accounting subjects in increasing students' learning motivation.The type of the research used is research and development with the ADDIE model. The media trial design used a nonequivalent control group experimental design. The feasibility of the product was tested by media experts, material experts, learning practitioners namely teachers, and media users namely students. The media was tested on the research subjects, namely students of class XII IPS 3 SMA N 1 Seyegan. Data collection was carried out by using observation, interviews, and questionnaires. The data collection instruments used interview guidelines, expert validation questionnaire, material validation questionnaire, teacher response questionnaire, student response questionnaire, and student motivation questionnaire. The feasibility of the learning media produced was analysed by using 4 scales, namely very feasible, feasible, inappropriate, and very inappropriate. The results of the study show: (1) Interactive learning learning media based on Articulate Storyline 3 has been successfully developed to increase students‘ learning motivation in high school; (2) Interactive learning learning media based on Articulate Storyline 3 is considered feasible by media experts with a score of 3.66; material experts with a score of 3.47; teacher practitioners 3.65; and students 3.38; (3) Based on the difference in gain score of the experimental group (0.61) from the control which is (0.45), learning media can increase students’ learning motivation.

Educational management plays a strategic role in determining the success of learning processes in various educational institutions. Evaluation and accountability are two interrelated key elements in shaping an effective, transparent, and sustainable education system. This study aims to develop an adaptive and responsive educational management concept to meet contemporary demands and provide strategic recommendations for educational institutions in improving learning quality. Using a qualitative approach with a descriptive-analytical design, this research finds that the integration of systematic evaluation and strong accountability is a fundamental aspect of educational management. Evaluation provides in-depth data on learning effectiveness, while accountability ensures that every component of the educational system takes responsibility for the outcomes achieved. Together, they significantly contribute to creating an educational management mechanism oriented toward continuous quality improvement. 

This thesis discusses the application of direct methods using flashcard media to improve Arabic vocabulary mastery of class VII MTsN Palopo. This research aims (1) to determine the ability to master Arabic vocabulary in class VII students at Madrasah Tsanawiyah Negeri Palopo before and after applying the direct method using flashcard media. (2) to determine the effectiveness of the direct method using flashcard media in improving Arabic vocabulary mastery for class VII Madrasah Tsanawiyah Negeri Palopo. This type of research is classroom action research, the data collection method is action observation, field notes, test sheets and documentation. The results of this research are (1) classroom action research conducted by researchers. It can be concluded that the direct method using flashcard media is effective for application to class VII students (Research Class) by seeing the increase in the results of students' mastery of Arabic vocabulary which increases through the application of the direct method using flashcard media. (2) The percentage increase in cycle I can be seen that of the 40 students, 18 students completed the percentage (45%), while 22 students completed the percentage (55%). As for cycle II, it can be seen that of the 40 students, 32 students completed the percentage (80%), while 8 students did not complete the percentage (20%). From cycle I to cycle II there was an increase in learning outcomes by (25%). Thus, in cycle II the learning outcomes are said to be complete.

This study aims to examine teachers' perspectives on ChatGPT at SMK Negeri 1 Bangli. This study wants to determine the effectiveness of ChatGPT in helping students understand lesson concepts, ease of access to information, and its impact on student motivation and engagement in learning. In addition, this study also wants to explore teachers' concerns related to the use of ChatGPT, such as the potential for students' dependence on technology and the occurrence of delays in students in various aspects. This study uses a descriptive qualitative approach with a data collection method through interviews with 9 teachers at SMK Negeri 1 Bangli. The results show that the majority of teachers are aware of the potential of ChatGPT in increasing students' motivation to learn, but are also worried about students' dependence on this technology. The study concluded that ChatGPT has the potential to improve the quality of education, but it needs to be used responsibly to avoid the negative impact it can have. Teachers need to understand the potential and drawbacks of ChatGPT to teach students how to use it responsibly. Schools need to create clear policies about the use of ChatGPT in learning. ChatGPT developers need to continue to improve the accuracy and relevance of the information generated by ChatGPT.

The MBKM internship program for IAIN Palangka Raya students at MIS Fathul Iman aims to enhance the educational experience and practical teaching skills. This qualitative descriptive study investigates teachers' responses about the internship's impact over four months. Through interviews, the research reveals that teachers perceive the program as beneficial for fostering collaboration, improving student engagement, and enhancing teaching methodologies. Teachers noted that the presence of interns helped alleviate their workload and introduced fresh perspectives in the classroom. Additionally, the program facilitated professional development for both interns and educators, creating a mutually beneficial learning environment. The findings suggest that the MBKM internship program is a valuable initiative that not only contributes to the personal growth of students but also strengthens the educational community. This study underscores the importance of practical training in teacher education and its positive influence on teaching effectiveness and student outcomes.

This article discusses the importance of planning in the learning process, which serves as a systematic guide to achieving educational goals. Planning is an organized process and mindset that supports the effectiveness of learning implementation. Education, as a means of humanizing individuals, aims to develop the quality of human resources that are not only profession-oriented but also equipped to face life’s challenges. With a dynamic and systematic approach, education needs to adapt to the times and societal needs, including aspects of educational autonomy and character development of individuals who are faithful, responsible, and productive.This study employs a literature review method, examining relevant theories and references to provide a theoretical foundation for learning planning. The discussion highlights that learning planning, such as lesson plans, syllabi, and teaching methods, plays a crucial role in helping teachers organize learning activities effectively. Professional mentoring is one of the strategies to enhance teaching quality, foster collaboration, and build a professional learning community in schools. Therefore, effective planning, supported by teacher competence and mentoring strategies, will comprehensively improve the quality of education.

This study aims to describe the use of Audiovisual Media in Music Arts Learning in class VIII A SMP Negeri 35 Kerinci. The low ability of students to understand music art materials is known to be influenced by the less optimal use of audiovisual media by teachers, which is caused by limited infrastructure facilities and access to technology in schools. This study uses a descriptive qualitative method, where data is collected through observation and assessment of student learning outcomes. The use of this media not only makes it easier for students to understand the material but also increases their activeness in class. The findings of this study confirm that audiovisual media plays an important role in learning music art, especially in improving motivation and learning outcomes. Infrastructure support and access to technology are crucial factors in the effectiveness of the use of this media in teaching and learning activities

This research aims to improve students' Mahārah Al-Kitābah (writing ability) through learning calligraphy. The problem raised was the low writing skills of students in elementary schools, which had an impact on their ability to convey ideas and information effectively. This research used an experimental method with a pre-test and post-test design, involving two groups of students: one group who were taught to write using calligraphy techniques and a control group who followed conventional learning. Research findings showed that the group that received calligraphy learning experienced significant improvements in Mahārah Al-Kitābah compared to the control group. The average post-test score of the calligraphy group increased by 30% compared to the pre-test, indicating the effectiveness of this method in improving writing skills. The implications of this research indicate that integrating calligraphy learning in the curriculum can be an effective strategy for improving students' writing skills, as well as fostering their interest and love for the art of writing. In addition, the results of this research can be a reference for educators in designing more innovative and interesting teaching methods to improve Arabic language skills in schools.

The development of information and communication technology, especially mobile devices, has changed the learning landscape significantly. This research aims to examine the impact of using mobile devices in supporting the independent learning activities of class IX students at SMP PGRI Rancaekek. This research is motivated by the increasingly widespread ownership of mobile devices among students and their potential to increase motivation and learning effectiveness. The research method used is descriptive qualitative with data collection through observation, interviews and documentation. The research subjects were class IX students and subject teachers. Data analysis was carried out inductively to identify emerging themes related to the impact of mobile device use. The research results show that the use of mobile devices has a positive impact on students' independent learning activities. Mobile devices provide easier access to various learning resources, facilitate communication between students and teachers, and increase learning motivation. However, the research also found several challenges, such as dependency on devices, lack of monitoring of use, and gaps in access. The implication of this research is the importance of integrating the use of mobile devices in the learning process. Schools need to develop clear policies regarding the use of mobile devices, provide training for teachers, and ensure equitable access for all students. In addition, further research is needed to examine the long-term impact of mobile device use on student learning achievement.

Digital learning design has great potential in shaping students' Islamic character in this digital era. However, its implementation faces several challenges, such as limited access to technology, difficulties in internalizing Islamic values through digital media, and a reduction in the essential social interaction required for character development. Additionally, distractions from technology, the limited availability of relevant Islamic content, and the lack of technological skills among teachers also pose significant barriers. To overcome these challenges, solutions are needed, including the improvement of technology infrastructure, the development of more relevant Islamic learning content, and teacher training in effective technology usage. Approaches that involve social interaction, digital skills development, and holistic character evaluation can enhance the effectiveness of digital learning in building Islamic character. Therefore, digital learning can serve as an effective tool for educating students with Islamic values, provided it is balanced with the right approach.

Stunting is a significant nutritional problem in Indonesia, with long-term impacts on children's health and development. This research aims to explore the effectiveness of outreach on stunting prevention through the MBKM Thematic Real Work Lecture (KKNT) humanitarian project implemented in Na'e Village, Salama, Bima City. The method used is a participatory approach, involving local communities in various educational and outreach activities using leaflets regarding the importance of balanced nutrition, good parenting patterns, and access to health services. The results of the activity show an increase in public knowledge about stunting and steps to prevent it. This project not only supports the Independent Learning-Free Campus Program (MBKM) but also strengthens collaboration between students, the community and the local government. The conclusion from this activity is the need for continued education programs to ensure positive behavioral changes in preventing stunting in the area.

In the digital era, the utilization of information technology has become a primary need to support various aspects of education. One of the innovations implemented in educational institutions is the use of e-learning platforms, which allow learners to study flexibly without being hindered by distance and time. Universitas Amikom Purwokerto has developed the E-Learning Support System (ELLS) website as an online learning tool accessible by students and lecturers. This study aims to analyze the service management of ELLS using the ITIL V3 framework, which provides a structured guide in managing and optimizing services to better meet user needs in a sustainable manner. The methodology used includes observation, interviews, and surveys distributed to service users. The results show that the implementation of ITIL V3 can improve service effectiveness, reduce the risk of disruptions, and provide a positive experience for users. This research is expected to provide recommendations for improving e-learning service management at Universitas Amikom Purwokerto and serve as a reference for other educational institutions looking to enhance the quality of their services.

The training and mentoring activities for the use of Artificial Intelligence (AI) tools for teachers were chosen with the aim of enhancing or improving teachers’ understanding and ability to implement AI technology in the educational environment. Initial interviews revealed a lack of knowledge and skills among teachers in utilizing AI tools, which affects the quality and effectiveness of learning. The methods applied in this community service include counseling and training, preceded by surveys and interviews. Teachers were given intensive training that included an overview of AI and how to apply AI tools in the teaching and learning process. Additionally, there was an implementation phase that required teachers to design and implement simple AI-based learning applications as supporting media. The AI tools used included Gamma, IlovePDF, chatPDF, and ChatGPT. The results showed significant improvements in teachers’ understanding and skills in using AI tools. Teachers were able to create AI-based learning applications aimed at enhancing interaction between teachers and students. Furthermore, teachers could reduce administrative workload and optimize resources. Thus, the use of AI can have a positive effect on the quality of learning. The implementation of AI also facilitates teachers’ work in managing administration, such as handling attendance, assessments, and lesson planning.  

Learning Indonesian for Foreign Speakers (BIPA) is an important means to introduce Indonesian language and culture globally. Rapid digital transformation has brought innovation in BIPA teaching methods, especially through the use of digital media. This article discusses the use of digital media in BIPA learning and the challenges faced. The research method uses literature analysis of ten relevant scientific articles, focusing on digital media innovations such as the e-Tandem model, virtual learning spaces (Cave, Campfire, Watering Hole), and social media applications and special applications. The results of the study show that digital media supports interactive and collaborative learning, expands the reach of teaching, and overcomes geographical barriers. However, there are obstacles such as access to technology and digital skills of teachers. For sustainable effectiveness, the development of digital competency training for teachers is essential. Digital media in BIPA has the potential to promote Indonesian in the international arena and strengthen Indonesian cultural diplomacy.

This research evaluates the effectiveness of the YouTube platform as a video sharing medium for learning video editing practices at Sekolah Tinggi Multi Media Yogyakarta (STMM). Video sharing platforms such as YouTube have a significant role in supporting independent learning, enabling flexible access to material, and giving students opportunities to develop editing skills. This research data was obtained from questionnaires and in-depth interviews with students enrolled in the Video Editing course at STMM Yogyakarta. The research results show that YouTube plays an effective role as a supporter of independent learning and a complement to face-to-face learning, but does not completely replace direct interaction with lecturers. Using YouTube also faces several obstacles, such as limited internet connection, limited appropriate content, and dependence on visualization without in-depth theoretical understanding. This research recommends optimizing video curation, integrating discussion platforms, and regular monitoring and evaluation.

This study examines the effectiveness of three integration-interconnection models in Islamic Religious Education (PAI): the Tree of Knowledge Model, the Spider Web Model, and the Twin Towers Model. These models are designed to bridge religious knowledge and general sciences, enriching a holistic approach in Islamic education. The Tree of Knowledge Model positions religious values as the ethical foundation for all disciplines, integrating faith as the basis for understanding general knowledge. The Spider Web Model envisions education as an interconnected, interdisciplinary network, enhancing students' ability to perceive connections across various fields. The Twin Towers Model balances the roles of religious and general sciences, promoting moderation and openness among students. The study findings suggest that these models help reduce the dichotomy between religious and secular sciences and assist students in developing a comprehensive and relevant understanding of both disciplines. The study recommends adopting these models into the PAI curriculum, providing comprehensive teacher training, and developing integrated learning modules to prepare Islamic education students to face contemporary social and scientific challenges with critical thinking and a strong ethical foundation.

Classroom management is a conscious effort to organize learning process activities systematically, including the preparation of teaching materials, provision of facilities and infrastructure, organizing learning spaces and creating a conducive learning atmosphere so that learning objectives can be achieved. Classroom management efforts lead to the preparation of learning materials, learning facilities and infrastructure, learning space arrangements, controlling student behavior, and improving student achievement and grades. The implementation of classroom management will create an effective, varied, and fun learning atmosphere. The purpose of the research conducted intends to find out (1) To what extent is the implementation of classroom management. (2) Whether the learning process is effective. (3) What are the inhibiting and supporting factors in implementing classroom management. (4) And what efforts are made by teachers and schools in improving the effectiveness of classroom management. The results showed that classroom management has not been carried out optimally, the teacher's teaching method is still monotonous so that it makes students less interested in listening to the material. Then there is still a lack of student discipline. Although the implementation of classroom management is still not optimal, teachers remain enthusiastic and continue to strive to do and implement classroom management optimally, so that what is the goal of the school will be achieved properly. The efforts that teachers will make in implementing classroom management in order to increase the effectiveness of learning are by preparing administrative tasks properly, using varied learning methods and media. And teachers apply student discipline.    

Classroom management is a conscious effort to organize learning process activities systematically, including the preparation of teaching materials, provision of facilities and infrastructure, organizing learning spaces and creating a conducive learning atmosphere so that learning objectives can be achieved. Classroom management efforts lead to the preparation of learning materials, learning facilities and infrastructure, learning space arrangements, controlling student behavior, and improving student achievement and grades. The implementation of classroom management will create an effective, varied, and fun learning atmosphere. The purpose of the research conducted intends to find out (1) To what extent is the implementation of classroom management. (2) Whether the learning process is effective. (3) What are the inhibiting and supporting factors in implementing classroom management. (4) And what efforts are made by teachers and schools in improving the effectiveness of classroom management. The results showed that classroom management has not been carried out optimally, the teacher's teaching method is still monotonous so that it makes students less interested in listening to the material. Then there is still a lack of student discipline. Although the implementation of classroom management is still not optimal, teachers remain enthusiastic and continue to strive to do and implement classroom management optimally, so that what is the goal of the school will be achieved properly. The efforts that teachers will make in implementing classroom management in order to increase the effectiveness of learning are by preparing administrative tasks properly, using varied learning methods and media. And teachers apply student discipline.