Abstract:Digital transformation is a hot topic for research. Various technological developments encourage various organizations to carry out digital transformation to achieve organizational goals. This is experienced by SMEs in running…
unning their business. Various studies that have been conducted have yielded inconsistent results regarding the adoption of digital transformation for MSMEs. This article discusses the extent to which previous research has explored digital transformation carried out by MSMEs that can have an impact on financial performance. This article uses a systematic literature review and bibliometric analysis to explore previous research related to the digital transformation of MSMEs
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:Stunting remains a chronic nutritional problem of major concern in Indonesia. Preschool-aged children are particularly vulnerable to the ongoing impacts of stunting. The nutritional process involves the intake of nutrients…
ts that are digested and absorbed by the digestive tract, then used for energy, the formation and repair of body tissues, and the regulation of biochemical and hormonal functions. The MMD was attended by 25 people, consisting of community members, health workers, lecturers, and students. Participants provided input on efforts to prevent infectious diseases, particularly stunting, which has been experienced by several residents. The educational activity took place on Saturday at 11:30 a.m. WIB, involving families with a history of stunting. This activity aimed to improve families' health care skills related to stunting prevention. Programs or interventions implemented to prevent stunting must carefully consider both input and process aspects to achieve optimal output and must involve all parties, from mothers of toddlers to cross-sectoral stakeholders
Abstract:This activity aims to foster children’s literacy as an effort to enhance inspiration at SDN Cikoneng, Tugu Utara Village, Cisarua Sub-district, Bogor Regency. Children’s literacy is considered a key factor in developing…
ing critical and creative thinking skills that can influence their personal and academic growth. Through approaches involving various reading, writing, and discussion activities, this literacy program is expected to encourage students’ motivation and inspiration to further develop their potential. This activity examines various methods applied in literacy practices, such as providing engaging reading materials, training in creative writing skills, and organizing interactive discussions that actively involve students. The expected outcomes include an increased interest in reading and writing, as well as the formation of positive attitudes toward the learning process, which can have a long-term impact on students’ academic and character development. The findings of this study provide insights into the importance of literacy as a means to improve the quality of education at the elementary level, as well as a source of inspiration for students to achieve their best potential.
Abstract:Nature based curricula are often perceived as mere aimless play, despite their significant potential to meet formal learning targets. This study aims to analyze the role of teacher professionalism in integrating outdoor…
experiences (outbound) into formal learning outcomes for early childhood. The research method employed is descriptive qualitative through a literature study of reputable journals. The findings indicate that teacher professionalism, encompassing pedagogical competence and nature-educator identity, is the key to successful integration. Systematically designed outdoor activities are proven to significantly enhance children's executive functions, self-regulation, and literacy-numeracy skills. The discussion emphasizes that direct experience in nature is not a hindrance but a catalyst for formal academic achievements. In conclusion, effective integration requires teachers capable of mapping nature activities into national curriculum indicators. This study recommends specialized training for early childhood teachers to strengthen reflection and curriculum mapping skills in nature-based settings.
Abstract:Lesson Plan (RPP) is an important component in the learning process that functions as a guide for teachers in conducting teaching and learning activities. This study aims to analyze Social Studies (IPS) lesson plans in the…
the 2013 Curriculum and the simplified lesson
plans, as well as to examine the differences, strengths, and weaknesses of both in
supporting the learning process. This research employs a descriptive qualitative approach
using a library research method and comparative analysis. Data were obtained from
official documents, books, and relevant scientific journals. The results show that the 2013
Curriculum lesson plan has complete, detailed, and systematic components, providing
structured guidance for teaching, but it tends to be complex and burdens teachers
administratively. Meanwhile, the simplified lesson plan only consists of three main
components, namely learning objectives, learning activities, and assessment, making it
more flexible, practical, and efficient. In Social Studies learning, the simplified lesson
plan is considered more relevant as it accommodates contextual and student-centered
learning. However, the effectiveness of the simplified lesson plan highly depends on
teachers’ pedagogical competence in designing and implementing learning activities.
Therefore, teachers’ skills and creativity are required to ensure that the simplified lesson
plan can optimally achieve learning objectives.
Abstract:This study aims to describe the implementation of the Internal Quality Assurance System (SPMI) in producing work-ready graduates at SMK Negeri 10 Luwu and identify the obstacles encountered in its implementation. This study…
udy used a descriptive qualitative approach, with data collection techniques through observation, interviews, and documentation studies. The research subjects included the principal, teachers, and students.
The results indicate that the implementation of SPMI at SMK Negeri 10 Luwu has been systematically implemented through the PPEPP cycle (Mapping, Implementation, Evaluation, Control, and Standard Setting). Quality mapping is conducted periodically to identify achievements and needs for quality improvement. Program implementation is carried out through improving the quality of learning and collaborating with industry. Evaluations are conducted routinely to assess standard achievement, followed by control measures for improvement, and the establishment of new standards as a form of continuous quality improvement. This implementation contributes to graduates' work-readiness, characterized by competency in expertise, technical skills, practical abilities, and soft skills. However, obstacles encountered include limited infrastructure and uneven absorption of graduates into the workforce.
Abstract:This research aims to conduct a theoretical comparative analysis between Transformational Leadership and Servant Leadership models in the context of quality improvement in Islamic educational institutions. As a library research,…
esearch, this article synthesizes various contemporary management literatures and Islamic leadership treasures to find the most effective leadership model for educational institution development. The results show that transformational leadership is crucial in accelerating vision, innovation, and organizational culture change oriented towards quality (itqan). On the other hand, servant leadership provides a foundation for strengthening teamwork through a service-oriented approach (khidmah) and empathy, which is aligned with prophetic values. The conclusion of this study emphasizes that the synergy between transformational vision and a service-oriented spirit is the key to building a sustainable quality culture in Islamic educational institutions, where leaders are able to encourage organizational achievement while maintaining internal team harmony through the spirit of ukhuwah and ta’awun.
Abstract:This study aims to evaluate the implementation of the Integrated Service Vehicle Program organized by the Department of Animal Husbandry and Fisheries of Blitar Regency using the CIPP (Context, Input, Process, Product) evaluation…
valuation model as a framework for developing improvement strategies. A descriptive qualitative approach was applied with data collected through in-depth interviews, observation, documentation, and questionnaires. The main informants consisted of program officers, while additional informants were farmers selected using the snowball sampling technique. Data were analyzed using the interactive model of Miles and Huberman with the assistance of NVivo software to facilitate thematic coding and data triangulation. The results of the study indicate that the Integrated Service Vehicle Program has generally achieved its objectives by providing animal health services, extension activities, and technical assistance to farmers in remote areas. However, several challenges remain, including limited resources, inconsistent scheduling, and insufficient public outreach. Based on the SWOT analysis, the recommended improvement strategies focus on enhancing coordination, strengthening staff capacity, utilizing information technology, and expanding service coverage. These findings are expected to contribute to improving the quality and effectiveness of the Integrated Service Vehicle Program under the Department of Animal Husbandry and Fisheries of Blitar Regency.
Abstract:The Family Support Team is a group of support staff in the sub-district/village/nagari consisting of Midwives, PKK Team Cadres and KB Cadres in providing support to prospective brides/prospective fertile couples, pregnant…
t women, postpartum mothers, and children aged 0-59 months, providing counseling, facilitating referral services, receiving social assistance and surveillance of families at risk of stunting. Stunting is a growth and development disorder characterized by a child's height that is not appropriate for their age. This study aims to analyze the performance of the family support team in an effort to reduce the incidence of stunting and the factors that influence the performance of the family support team. This study uses a qualitative method using a purposive sampling technique with 38 informants, through interviews, focus group discussions, observations and document reviews. The results of the study revealed that the indicators of the quality and quantity of TPK work in West Sumatra Province that were not in accordance with expectations were neatness, success capability, speed, work results, facilities and infrastructure and coordination between agencies where reports were not in accordance with the existing family system data in the BKKBN application caused by the lack of TPK knowledge in using the elsimil application and four indicators of the national sensitive intervention program were not achieved from the predetermined targets and the increase in stunting cases. Factors that influence TPK performance are the support and commitment of the government and the community, the existence of programs that have a direct impact on the community and, socialization that changes community behavior to care about stunting prevention programs, strengthening the competence of TPK cadres, strengthening convergence and multi-stakeholder involvement, integrated monitoring and evaluation and utilization of stunting risk family data in handling stunting cases.