Abstract:This study is motivated by a fundamental problem concerning how the character-education values contained in the book of Akhlāq Lil Banīn can be implemented consistently and meaningfully within Arabic language learning, amid…
amid an intense schedule, a diversity of methods, and the gap between the readiness of learners and educators in the boarding environment. This study aims to analyze and describe the implementation of character-education values from the book of Akhlāq Lil Banīn in Arabic language learning activities at the MBS Al Mujahidin Islamic Boarding School, Gunungkidul, Yogyakarta. The method used is qualitative, with data collected through observation, interviews, and documentation; informants were selected by purposive sampling, and data analysis comprised data reduction, data presentation, and drawing conclusions. The results show that the implementation of character values takes place integratively, intensively, and contextually through a combination of formal school activities and non-formal dormitory activities such as mufrodat, hiwar, muhadhoroh, qirā’ah, muḥādatsah, and integrated Arabic learning. These activities not only develop linguistic competence but also serve as a medium for internalizing religious, disciplinary, responsibility, and social-care values through habituation and role modeling. Challenges were also found in the form of differing prior abilities among learners, a dense activity schedule, and the dynamic assignment of educators, all of which affect the absorption and internalization of values. It is concluded that the success of Akhlāq Lil Banīn-based character education depends heavily on pedagogical adaptation, differentiated learning, and management of the activity rhythm.
Abstract:Artificial intelligence (AI) integration in language education offers new opportunities to address challenges in English as a Foreign Language (EFL) contexts. This study examines the effectiveness of Copilot in enhancing…
academic English literacy among Indonesian undergraduates. Using a quantitative quasi-experimental design with a pre-test and post-test control group, 60 students were divided into experimental and control groups. Instruments included comprehension tests, learner autonomy questionnaires, and rubric-based writing assessments. Results showed significant improvements in the experimental group. Academic text comprehension increased, particularly in vocabulary mastery (+12%), rhetorical structures (+15%), and recognition of formal registers (+10%). Copilot usage positively predicted learner autonomy, with gains in goal-setting (+14%), strategy selection (+11%), and self-evaluation (+13%). Writing performance also improved, especially in coherence (+13%), argumentation (+16%), and adherence to conventions (+12%). The findings confirm Copilot’s role as both corrective aid and developmental partner, fostering academic literacy and learner autonomy. Implications suggest integrating AI tools into EFL curricula to strengthen academic discourse and independent learning.
Abstract:The rapid development of information and communication technology (ICT) has changed the way information is accessed. The use of mobile devices, the internet, and various online learning applications is increasingly widespread.…
pread. This demands innovation in learning methods to make it more relevant and interesting for learners. This article aims to identify ICT applications used for learning innovation and digital era learning models. The method used in writing this article is descriptive method and through literature study. The conclusion of this article is that there are three learning innovations that can be applied, namely: Project Based Learning (PjBl), Google Sites and Google Drive. And there are three digital era learning models, namely: Blended Learning is a combination of online and offline learning, Distant Learning and Mobile Learning (M-Learning) Mobile Learning is learning supported by wireless mobile technology (smartphones).
Abstract:Penggunaan dompet digital yang terus meningkat menghasilkan banyak ulasan pengguna yang dapat dimanfaatkan untuk mengevaluasi kualitas layanan. Penelitian ini bertujuan meningkatkan akurasi klasifikasi sentimen pengguna…
dompet digital menggunakan metode Stacking Ensemble Machine Learning yang mengombinasikan Support Vector Machine (SVM), Multinomial Naïve Bayes (MNB), dan AdaBoost dengan Logistic Regression sebagai meta-learner. Data ulasan diproses melalui tahapan text preprocessing meliputi case folding, cleaning, tokenizing, stopword removal, stemming, dan pembobotan fitur menggunakan TF-IDF. Penyeimbangan data dilakukan dengan SMOTE, sedangkan evaluasi model menggunakan 5-Fold Cross-Validation. Hasil penelitian menunjukkan bahwa model Stacking Ensemble memperoleh akurasi rata-rata 80,55%, lebih tinggi dibandingkan algoritma dasar. Evaluasi menggunakan Confusion Matrix, Classification Report, dan ROC Curve juga menunjukkan peningkatan nilai precision, recall, F1-score, dan kemampuan diskriminasi model. Hasil ini menunjukkan bahwa pendekatan Stacking Ensemble Machine Learning efektif untuk meningkatkan akurasi klasifikasi sentimen pengguna dompet digital serta mendukung evaluasi kualitas layanan berbasis opini pengguna.
The rapid growth of digital wallet usage has generated a large volume of user reviews that can be utilized to evaluate service quality. This study aims to improve the accuracy of digital wallet user sentiment classification using a Stacking Ensemble Machine Learning approach that combines Support Vector Machine (SVM), Multinomial Naïve Bayes (MNB), and AdaBoost with Logistic Regression as the meta-learner. User reviews were processed through text preprocessing stages, including case folding, text cleaning, tokenization, stopword removal, stemming, and TF-IDF feature weighting. Synthetic Minority Over-sampling Technique (SMOTE) was employed to address class imbalance, while model performance was evaluated using 5-Fold Cross-Validation. The experimental results show that the proposed Stacking Ensemble model achieved an average accuracy of 80.55%, outperforming the individual base learners. Furthermore, evaluations based on the Confusion Matrix, Classification Report, and Receiver Operating Characteristic (ROC) Curve demonstrated improvements in precision, recall, F1-score, and the model's discriminative capability. These findings indicate that the proposed Stacking Ensemble Machine Learning approach is effective in improving the accuracy of digital wallet user sentiment classification and can serve as a reliable tool for supporting service quality evaluation based on user opinions.
Abstract:Equivalency education is one of the nonformal education services that plays an important role in expanding educational access for individuals who are unable to complete formal education. The success of equivalency education…
ion programs is determined not only by the availability of educational access but also by learners’ participation in the learning process. This study aims to analyze the strengthening of educational access and learner participation through the equivalency education program at PKBM Minda Utama, Bandung City. The study employed a qualitative approach using a case study method. Data were collected through in-depth interviews, observations, and document analysis involving PKBM managers, tutors, and learners. Data analysis was conducted using the interactive model of Miles, Huberman, and Saldaña, consisting of data condensation, data display, and conclusion drawing. The findings indicate that educational access was strengthened through flexible learning schedules, simplified administrative requirements, and continuous program socialization to the community. Learner participation was reflected in active engagement during learning activities, supported by communicative, contextual, and needs-based learning approaches. The success of the program was supported by managerial commitment, tutor competence, and increasing public awareness of the importance of education, while economic constraints, work demands, and limited facilities remained challenges. The study concludes that educational access and learner participation are interrelated dimensions that determine the success of equivalency education programs. Therefore, strengthening both dimensions should be viewed as an integrated effort to improve the effectiveness of equivalency education and support lifelong learning
Abstract:Non-formal education plays an important role in providing educational services to communities unable to complete formal education. One form of non-formal education that serves as an alternative education is the Package C…
Equivalency Education Program. This study aims to analyze the implementation of the community empowerment management function through the Package C Equivalency Education Program at PKBM Buana Mekar Baleendah using the POAC (Planning, Organizing, Actuating, and Controlling) management approach. The study used a descriptive qualitative method with the research location at PKBM Buana Mekar, Bandung Regency. The research subjects consisted of PKBM managers, tutors, and Package C learners. Data collection techniques were carried out through observation, interviews, and documentation. Data analysis used the stages of data reduction, data presentation, and drawing conclusions. The results of the study indicate that the planning function has been carried out through identifying community needs and preparing flexible learning programs. The organizing function is seen from the division of tutor tasks and a clear organizational structure. The implementation function is carried out through andragogy-based learning with lectures, discussions, questions and answers, and skills practice methods. Meanwhile, the supervisory function is carried out through learning evaluation, attendance monitoring, andsupervision of skills practice. Although the program's implementation has been quite successful, several obstacles remain, such as limited digital learning media, unstable student attendance rates, and suboptimal utilization of practical facilities. Overall, the Package C Program at Buana Mekar Community Learning Center (PKBM) has systematically implemented management functions to support the community empowerment process through equivalency education
Abstract:Digitalization in education continues to increase, particularly in the use of learning media. However, various challenges associated with the emergence of eras based on birth years often lead to differing perspectives on…
improving the quality of education today. The process of integrating Powtoon learning media with a sense of responsibility in Gen Z students requires a comprehensive effort, considering that the assessment indicators for this attitude are crucial for learners in the modern era. Gen Z students (born 1997-2012) are digital natives who are pragmatic, creative, and highly dependent on technology for learning and personal branding. They favor visual-interactive methods, care about mental health/the environment, and focus on practical career outcomes (side hustles), but are prone to distraction and anxiety. Meanwhile, types of student attitude assessments generally include direct observation by lecturers, self-assessment, peer assessment, and daily journal entries. Aspects assessed include discipline, responsibility, honesty, cooperation, politeness, and initiative. This technique often uses a Likert scale or descriptive rubric. Therefore, it is crucial to pay attention to these items in the learning process at university. Powtoon is a web-based online animation and presentation creation platform that allows users to create engaging visual content, such as explainer videos, without requiring advanced graphic design skills. This application uses drag-and-drop features, ready-to-use templates, animated characters, and is supported by AI-based tools. This research uses a descriptive method, namely a research approach that aims to describe, explain, or map the characteristics of a phenomenon, situation, or population systematically, factually, and accurately based on data collected during the study. The results show the successful integration of Powtoon learning media with the responsible attitude of Gen Z students, evidenced by the existence of an orderly, understandable learning process and a high quality of understanding.
Abstract:The aim of this research was to investigate: (1) the application of the Community Language Learning (CLL) model on students’ speaking competence, (2) the students’ speaking competence before and after the implementation…
ion of the CLL model, and (3) whether there is a significant effect of the CLL model on students’ speaking competence. The population of this study consisted of 248 tenth-grade students at SMA Negeri 5 Padangsidimpuan. Using systematic sampling, a total of 35 students were selected as the sample. This research employed an experimental method. Data were collected through observation and speaking tests, and the results were analyzed using a paired-sample t-test. The findings revealed that the application of the CLL model on students’ speaking ability scored 3.6, categorized as “Very Good”. The students’ mean speaking score before the implementation of CLL was 78.51 (“Good”), which increased to 83.42 (“Very Good”) after the treatment. The t-test calculation yielded a t-value of 7.15, which exceeds the critical t-value of 2.03 at a 5% significance level (df = 35). Therefore, it is concluded that there is a statistically significant effect of the Community Language Learning model on students’ speaking competence among tenth-grade students at SMA Negeri 5 Padangsidimpuan.
Abstract:This study aimed to examine the effect of the group résumé method on tenth-grade students’ ability to write recount texts at SMA Negeri 6 Padangsidimpuan. Specific objectives were to describe students’ writing ability before…
ity before and after implementing the group résumé method and to determine whether the method produced a significant improvement. The population consisted of 124 tenth-grade students, and a systematic sampling procedure yielded a sample of 27 students. The study used an experimental design; data were collected with observation sheets and writing tests. The mean score after applying the group résumé method was 3.5, which falls into the “Very Good” category according to the study’s scoring criteria. A t-test was used to analyze the results: tcomputed = 6.73, while ttable = 2.06. Because ttest> ttable, the findings indicate that the group résumé method had a statistically significant positive effect on students’ recount writing ability.
Abstract:This study examines how core marching band structures can be adapted for Indonesian early childhood education through developmentally appropriate practice and performance theory. The study responds to concerns that preschool…
hool marching band activities may reproduce discipline-oriented rehearsal models designed for older learners. A one-group pre-test and post-test mixed-methods design was used with twenty Indonesian preschool children aged four to five years. Over six weeks, children participated in twelve adapted marching band sessions that combined simplified rhythmic patterns, child-scaled instruments, neat but developmentally adjusted formations, cooperative music-making, visual-motor activities, and responsive teacher facilitation. Quantitative data were collected using a four-point developmental observation rubric covering rhythmic competence, motor coordination, and socio-emotional engagement. Qualitative data were obtained from teacher reflective journals and post-intervention interviews. Paired-sample analysis showed higher post-test scores across the three developmental domains. The largest observed improvement appeared in socio-emotional engagement, followed by rhythmic competence and motor coordination. However, because the study did not include a control group, the findings should be interpreted as developmental changes observed after participation rather than definitive causal effects of the intervention. Qualitative findings indicated that children participated more confidently when teachers simplified rhythmic tasks, used clear and neat formations with reduced technical pressure, provided child-scaled instruments, supported safe movement, and acted as co-players and emotional co-regulators. The study reconceptualizes marching band routines not as rigid disciplinary scripts, but as adaptable performative frames that may support social participation, emotional regulation, rhythmic learning, motor coordination, cooperation, and creative agency when aligned with children’s developmental readiness.