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Pasar sepeda motor bekas di Indonesia menunjukkan tren penting sebagai moda transportasi yang layak. Namun demikian, penilaian harga pasar yang adil sering ditandai oleh subjektivitas dan menimbulkan tantangan besar bagi penjual dan pembeli dalam mencapai estimasi yang akurat. Penelitian ini berusaha untuk mengembangkan model prediktif untuk harga sepeda motor bekas menggunakan algoritma K-Nearest Neighbor (KNN), berdasarkan data historis. Dataset yang digunakan terdiri dari 199 catatan dengan atribut yang mencakup model, tahun, transmisi, pembacaan odometer, jenis kendaraan, perpajakan, efisiensi bahan bakar, dan kapasitas mesin. Metodologi penelitian mencakup sanitasi data (mengatasi nilai yang hilang melalui imputasi median), pra-pemrosesan (menggabungkan One-Hot Encoding dan Min-Max Scaling), di samping konstruksi model dengan pengaturan parameter k = 3. Temuan mengungkapkan bahwa model KNN menghasilkan nilai R-kuadrat (R2) 0,9255, Kesalahan Absolute Rata-rata (MAE) 816,55, dan Root Mean Squared Error (RMSE) 1.027,20. Temuan ini menunjukkan bahwa model ini mahir dalam menghitung 92,55% dari varians dalam harga, menjadikannya instrumen yang dapat diandalkan untuk dukungan keputusan di bidang penilaian sepeda motor bekas.

Prediksi diabetes merupakan langkah penting dalam mendukung deteksi dini serta pencegahan komplikasi jangka panjang yang disebabkan oleh penyakit kronis. Penelitian ini bertujuan membandingkan kinerja algoritma K-Nearest Neighbor (KNN) dan Decision Tree dalam memprediksi diabetes menggunakan dataset Pima Indian Diabetes pada aplikasi RapidMiner. Dataset yang digunakan terdiri dari 768 data dengan delapan atribut kesehatan utama yang berkaitan dengan risiko diabetes. Metode penelitian meliputi preprocessing data, normalisasi, penanganan missing value, serta evaluasi model menggunakan K-Fold Cross Validation. Hasil penelitian menunjukkan bahwa algoritma Decision Tree memperoleh akurasi sebesar 74,68%, lebih tinggi dibandingkan KNN yang hanya mendapatkan akurasi 68,18%. Keunggulan Decision Tree disebabkan kemampuannya membaca pola data dengan lebih baik serta menghasilkan struktur keputusan yang mudah diinterpretasikan. Penelitian ini memberikan kontribusi dalam bidang analitika kesehatan dengan menghadirkan bukti empiris perbandingan algoritma serta menunjukkan efektivitas RapidMiner dalam pengembangan model prediksi untuk deteksi dini penyakit diabetes.

This study aims to develop Google Site-based learning media on Electronic Fuel Injection (EFI) System Maintenance material for class XI students of Automotive Light Vehicle Engineering (TKRO) at SMK Negeri 1 Padang. The background of this study is based on the problems of learning that is still monotonous, less than optimal use of digital technology in the teaching and learning process, and low motivation and independence of student learning. This study uses the Research and Development (R&D) method with a 4-D development model that includes the Define, Design, Develop, and Disseminate stages. The research subjects consisted of two experts, namely media experts and material experts, two subject teachers, and 31 class XI TKRO students. Data collection techniques were carried out through validation questionnaires and practicality questionnaires. The results of the study showed that Google Site-based learning media has a very high level of validity based on the assessment of media experts by 93.33% and material experts by 90.00%. In addition, this media was considered very practical by teachers with a percentage of 94.25% and practical by students with a percentage of 78.2%. Thus, Google Site-based learning media is declared suitable for use as a learning tool to increase learning motivation, student independence, and learning effectiveness in the EFI System Maintenance material in vocational schools.  

This study analyses the synergy between teachers and parents through a home visit programme at Jenu Islamic Junior High School in supporting student learning assistance. A descriptive qualitative method was applied with data collection techniques through in-depth interviews, participatory observation, and documentation studies conducted over three months. The results show that the home visit programme, conducted regularly every three months, has succeeded in building effective collaboration between educators and parents in supporting student learning. Home visits not only strengthen the emotional bond between the school and families, but also enable teachers to understand the learning conditions of students directly in their home environment. This programme has had a significant impact on improving student motivation, attendance, and discipline. Despite facing obstacles such as scheduling difficulties and ethical challenges for female teachers in visiting the homes of male parents, the personalised approach applied in this programme proved to be capable of creating a more inclusive and sustainable educational environment. The home visit programme has become an effective mentoring model for improving the holistic academic and character development of students based on Islamic values.

This study aims to construct a comprehensive concept of Quranic Andragogy based on the profound educational interaction between Prophet Musa a.s. and Prophet Khidir a.s. as narrated in Surah Al-Kahfi. Employing systematic library research with a thematic exegesis approach and rigorous content analysis, this research synthesizes Malcolm Knowles’ andragogy theory with core Islamic values and principles. The findings reveal that Quranic Andragogy transcends conventional Western pragmatism by effectively integrating intellectual autonomy with deep spiritual humility (tawadhu). The narrative illustrates three fundamental pillars of this pedagogical model: the urgency of cultivating internal motivation (the need to know), which is driven by a conscious willingness to 'unlearn' ego and preconceptions; the careful management of cognitive conflict within experiential learning processes; and the consistent implementation of a disciplined, ethically guided learning contract. It is concluded that adult education in Islam requires a careful balance between critical reasoning, reflective practice, and spiritual obedience in order to achieve holistic self-transformation that extends beyond the mere transfer of knowledge and information, fostering both intellectual and moral development in learners.

This study aims to develop a Christian Religious Education learning model based on Tongkonan values to strengthen the spiritual identity of Toraja youth amid identity crisis caused by globalization. Using qualitative method with literature study, this research analyzes the integration of Tongkonan philosophical values such as karapasan, kasiuluran, and kasianggaran with theological principles of Christian Religious Education through contextual learning approach and narrative theology. The results show that Tongkonan values have strong resonance with Christian teachings and can be integrated into a learning model comprising five components: theological-cultural foundation, contextual curriculum design, experience-based learning strategies, the role of three educational centers, and authentic evaluation. Implementation of this model has significant implications for strengthening spiritual identity through formation of solid self-identity, authentic moral value internalization, and development of spiritual resilience. This Tongkonan values-based Christian Religious Education learning model bridges the dichotomy between modernity and tradition, making Christian Religious Education more relevant and meaningful for Toraja students by equipping them with a holistic identity as Toraja people who are also followers of Christ.  

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.

Social Studies instruction at the elementary school level plays a strategic role in instilling civic values in students, thereby preparing them to behave as good citizens within the social environment. This study employed a Research and Development (R&D) method conducted in Grade IV at SDN Kebumen 02 using the ADDIE development model, which includes the stages of analysis, design, development, implementation, and evaluation. The findings indicate that the Senada song–based learning media developed using Articulate Storyline 3, which contains material on the diversity of ethnic groups and nations in Indonesia, was designed in accordance with instructional needs, received a “very feasible” rating from both content and media experts, and was proven effective as a supporting medium for Social Studies learning in improving the learning outcomes of Grade IV students, as evidenced by the results of paired t-tests and N-Gain analyses conducted in both small and large groups. This media has also proven effective in improving student learning outcomes, as tested using paired t-tests and N-Gain tests in small and large groups. These results indicate that song-based media can improve student motivation and learning outcomes in social studies.

This study aims to analyze the simultaneous effect of implementing Canva, an interactive visual media, in Science (Ilmu Pengetahuan Alam/IPA) and the application of the Deep Learning approach (in-depth and contextual learning) in English on improving students' learning motivation at SMP Negeri 3 Galesong Selatan. Learning motivation is measured as a dependent variable crucial for academic success in the digital era. This research uses a Mixed Methods design with an embedded quasi-experimental model, supported by descriptive qualitative data through in-depth observations and interviews. The research sample consists of seventh-grade students who were the subjects of the Canva intervention in Science, and eighth-grade students who were the subjects of the Deep Learning intervention in English, each compared with a control group. The results of the paired t-test hypothesis test showed a significant and positive increase in students' learning motivation in both intervention groups. Qualitatively, Canva proved effective in visualizing complex Science concepts, facilitating understanding and creativity. Meanwhile, Deep Learning successfully contextualized English through authentic projects, enhancing material relevance and student independence. The main conclusion of this study is that the combination of visual technology innovation and the adoption of pedagogy focused on in-depth understanding is a transformative strategy for fostering strong intrinsic learning motivation at the junior high school level.

Animated video is one of the media that can be used in the learning process. In grade III of Madrasah Ibtidaiyyah Rahmah El-Yunusiyyah Padang Panjang, students experience difficulties in understanding the concept of jama' prayer, and the learning method used by teachers still relies on textbooks without utilizing varied technology-based media. Consequently, many students' scores remain below the minimum mastery criteria (KKM). Therefore, researchers are interested in developing animated videos as learning media to improve students' scores in the subject of fiqh, specifically on the jama' prayer material. This study aims to: (1) describe the development process of animated videos as learning media for jama' prayer material, (2) determine the validity of the animated video development, and (3) assess the practicality of the animated videos. The research employs the Research and Development (R&D) method with the 4D model (Define, Design, Develop, Disseminate) involving 21 students from grade III of MIS Rahmah El-Yunusiyyah as subjects. Research instruments include expert validation sheets, teacher practicality questionnaires, and student response questionnaires. The research findings indicate that the animated video has very high validity based on material experts (98.2%) and media experts (94%), with practicality reaching 100% under the very practical criteria. Additionally, student responses reached 82.86% in the very interesting category. The developed animated video can be categorized as valid, practical, and effective in enhancing students' understanding of jama' prayer material.

The development of Society 5.0 requires Islamic Religious Education (PAI) learning in MTs to transform into a more adaptive model that integrates technology while maintaining a focus on character formation. This article aims to identify the main problems in PAI learning at MTs and analyze the challenges and threats arising from digital educational changes. This study employs a descriptive qualitative approach through literature review, educational policy analysis, and synthesized findings from the last five years. The results show that the central issues include teachers' digital competence, infrastructure readiness, value degradation due to digital distraction, and the mismatch between students’ character needs and technology-based learning demands. Society 5.0 offers opportunities for technology integration but also brings threats such as misinformation, digital dependency, and weakened value internalization when learning is not holistically designed. This study provides strategic recommendations for teachers, schools, and policymakers to strengthen PAI learning quality relevant to digital-era needs.  

Education in the modern era requires students not only to master cognitive knowledge, but also to have the ability to think critically, analytically, creatively, and problem solving skills independently. Therefore, the application of the Problem Based Learning (PBL) model and the Learning Strategy for Improving Thinking Ability (SPPKB) is considered relevant and ideal in the context of Christian Religious Education (PAK) to integrate faith values with the reality of daily life. This study uses a literature study method by examining scientific journals, books, and academic articles to analyze the definition, essence, characteristics, and steps of PBL which include the introduction of authentic cases, problem solving, investigation planning, independent learning, solution synthesis, presentation of results, and reflection. PBL has proven to be effective in increasing learning motivation, collaboration, and internalization of Christian moral values, although it has limitations in the relatively long time requirement and the demands of teacher competence as facilitators. Meanwhile, SPPKB emphasizes intellectual stimulus, exploration of ideas, data processing, in-depth analysis, and metacognitive reflection to form a systematic and independent mindset in dealing with religious ethical issues. These two student-centered learning strategies complement each other in forming students who are dynamic, reflective, critical, and responsible as Christian personalities through flexible and contextual learning adaptations in PAK.

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 apply the Problem Based Learning (PBL) model based on the Culturally Responsive Teaching (CRT) approach to improve junior high school students' argumentative literacy in speech text material. The study was conducted on grade VIII-E students of SMP Negeri 7 Banjarmasin with a descriptive qualitative approach through documentation and observation of teaching modules, teacher reports, and learning evaluation results. The results of the study indicate that the application of PBL syntax - starting from problem orientation through contextual speech texts, group work with LKPD, presentation of discussion results, to evaluation using applications such as Kahoot is able to improve students' abilities in analyzing text structures, compiling arguments, and expressing opinions logically and critically. The CRT approach strengthens the relevance of the material to the students' cultural background, thus encouraging active involvement and deeper understanding. The application of PBL and CRT has proven effective in forming critical thinking skills and improving the quality of Indonesian language learning that is more contextual and meaningful.

Technological innovation in Christian Religious Education learning strategies aims to improve students' learning literacy comprehensively. In an era of globalization and rapid technological advancement, Christian Religious Education is required to adapt to digital learning media to ensure relevance and effectiveness. The use of various technologies, such as interactive learning videos, educational applications, and e-learning platforms, increases student motivation and active engagement in understanding Christian values ​​and integrating faith with knowledge. Learning strategies using attractive digital technology, a hybrid learning model that combines face-to-face and bold learning, and improving teacher competency are key to the successful implementation of this innovation. The research method used is descriptive qualitative based on a literature review that examines relevant scientific literature, books, and documents on technological innovation in religious education and improving learning literacy. Content analysis was conducted by grouping data based on themes such as technology type, learning strategy, and its impact on student literacy. The research results show that the integration of technology in Christian Religious Education learning provides a significant opportunity to create a technologically savvy young generation that is both mature in faith and character, and able to face the challenges of the times with steadfastness.

Analyzing procedural texts is an essential competence in Indonesian language learning at the junior high school level, as it requires students to apply analytical thinking and understand textual structures systematically. However, in classroom practice, students often experience difficulties in identifying text structure, linguistic features, and communicative purposes of procedural texts. This study aims to describe the implementation of the Problem Based Learning model in teaching procedural text analysis to ninth-grade students at SMPN 2 Sukaluyu Cianjur and to examine its role in developing students’ analytical abilities. The research employed a qualitative descriptive approach involving students and an Indonesian language teacher as research subjects. Data were collected through classroom observation, analysis of students’ work, and documentation of learning activities. Data analysis was conducted through data reduction, data display, and conclusion drawing. The findings indicate that the implementation of Problem Based Learning increased students’ engagement in the learning process, encouraged active discussion and collaboration, and supported students in understanding and analyzing the structure and linguistic features of procedural texts more effectively. Students were not only able to comprehend procedural text concepts theoretically but also demonstrated the ability to apply analytical skills in evaluating and revising texts. The learning process became more meaningful as students actively constructed knowledge through problem-solving activities related to real-life contexts. The results of this study imply that Problem Based Learning can serve as an effective alternative instructional model for Indonesian language learning, particularly in fostering analytical skills, learner autonomy, and meaningful engagement in procedural text instruction at the junior high school level.

The development of the digital era has brought significant changes to the world of education, including Islamic education, thus requiring educational institutions to adapt their policies and governance in a more modern way without neglecting Islamic values. SMA Al Hijrah Global School, as a globally oriented Islamic school, faces challenges in integrating the use of technology with the principles of Islamic education, both in learning, administration, and character development of students. This study aims to analyze how Islamic education policies are managed in the digital era and to identify the main challenges that arise in digital governance at the school.This research uses a descriptive qualitative approach with a case study design, involving the principal, teachers, administrative staff, and students as informants selected through purposive sampling. Data were collected through interviews, observations, and documentation, and then analyzed using the Miles and Huberman model. The findings show that the school has utilized technology in learning and management; however, it still faces constraints in the form of limited digital competence among teachers, suboptimal infrastructure, and challenges in supervising students’ digital ethics. The implications of this study indicate the need to strengthen Islamic education policies that are more adaptive to digital developments through improving digital literacy, providing adequate infrastructure, and reinforcing digital ethics based on Islamic values so that educational governance can run effectively and in line with the demands of the digital era.

This study is motivated by the low ability of seventh-grade students to understand and write procedural texts, particularly in terms of linguistic features and the logical sequencing of steps. These conditions indicate the need for a learning model that actively engages students and enhances their analytical thinking skills. This research aims to examine the effect of the Problem Based Learning model on students’ ability to analyze and write procedural texts at SMP Negeri 1 Warungkondang. The study employed a quantitative approach using a quasi-experimental design with a pretest–posttest control group. The research population consisted of all seventh-grade students, with a sample of 32 students divided into an experimental class and a control class. Data were collected through comprehension tests, procedural text writing assessments, and classroom observations of student learning activities. Statistical analysis was conducted to identify differences and improvements in students’ abilities following the implementation of the learning model. The findings reveal that students’ understanding of procedural text structure was at a moderate level, with the highest achievement in identifying text goals and the lowest in mastering linguistic features. Students’ writing ability was predominantly categorized as moderate, indicating that while they understood the basic structure of procedural texts, they encountered difficulties in organizing steps logically and in detail. Furthermore, the use of audiovisual media within problem-based learning significantly increased student engagement and learning enthusiasm, although oral communication skills remained limited. These results suggest that Problem Based Learning is effective in improving procedural text learning outcomes; however, it should be supported by focused linguistic guidance and staged writing practice to optimize students’ overall writing performance.  

The advancement of digital technology has triggered a transformation in the teaching and learning process, including in the teaching of Economics at the senior high school level. Social media, which initially served merely as a communication tool, is now utilized as an interactive and easily accessible alternative learning resource. This study aims to describe how social media is used in the Economics learning process at SMA Panca Marga Lamongan and to identify its benefits and challenges. The research employed a qualitative descriptive method with purposive sampling, involving one Economics teacher and eleventh-grade social science students. Data were collected through interviews, observations, and documentation, then processed and examined using the Miles, Huberman, and Saldaña analysis model. The findings show that social media platforms such as YouTube, Instagram, and TikTok enhance students’ understanding of economic concepts in a more contextual and visual manner, as well as foster learning independence and participation. However, challenges include difficulties in filtering credible information and the potential for distraction when usage is not well-controlled. Thus, social media can serve as an effective learning resource when supported by strong digital literacy, clear teacher guidance, and proper management of its use.

Effective learning involves active student involvement. The PAIKEM (Active, Innovative, Creative, Effective, and Enjoyable Learning) model emphasizes activeness, creativity, and a fun learning atmosphere. In this model, students are invited to be directly involved in the learning process, either through discussions, questions and answers, or group work that facilitate the development of their social and cognitive skills. This article aims to examine the application of the PAIKEM learning model in improving student learning activities through a literature review of ten scientific journals indexed by Google Scholar. The results show that PAIKEM increases participation in discussions, courage to ask questions, group collaboration, and learning motivation. In addition, this model also facilitates the development of students' critical and creative thinking skills, creating a fun and challenging learning atmosphere. The implementation of PAIKEM in learning has a positive impact on improving overall student learning outcomes. Thus, the PAIKEM learning model can be an effective alternative for teachers to create more active, meaningful learning, and oriented towards the development of student competencies as a whole.