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The gap between academic curriculum content and modern industrial needs is often an obstacle for fresh graduates in the Information Technology field, particularly in the rapidly evolving Artificial Intelligence (AI) sector. This study aims to identify the relationship patterns among technical competencies (hard skills) most demanded by the global industry. The method employed is Association Rule Mining with the Apriori algorithm to discover association rules between skills, and Network Graph Analysis to visualize the topological map of these competencies. The research dataset covers 15,000 AI job vacancies from the 2024-2025 period, analyzed in depth using Support, Confidence, and Lift Ratio evaluation parameters to validate the strength of relationships between items. The results show that Python is the central competency with the highest frequency of occurrence. Strong association rules were found indicating that proficiency in TensorFlow has a high probability of requiring Python proficiency. The Network Graph visualization reveals three main competency clusters: Data Engineering Ecosystem, Deep Learning, and Infrastructure. These findings offer a strategic foundation for aligning curricula with the job market. Focusing on strengthening the identified competency clusters is expected to directly enhance the relevance and work readiness of graduates.

This research is motivated by attention to the phenomenon of verbal violence which is increasingly common and often occurs without realizing it or is not guaranteed now. The emergence of verbal violence is very detrimental, both from the virtual world or social media and the real world by intimidating people by using harsh words. This research aims to analyze and identify Abuse Verbal Actions from a Hadith Perspective. Making fun of, criticizing, or ridiculing, giving bad titles, looking for other people's faults, and backbiting each other are abusive verbal behaviors, these actions have serious impacts such as disrupting self-confidence, mental disorders,increasing the risk of suicide, creating hostility and revenge, stress, eating and living disorders, and emotional instability. Hence, it is crucial for us to be mindful of our words, express love, and consistenly engage in constructive actions, both in the digital realm and the physical world. This imvolcus practicing prayer, cultivating patience, appreciating prayer, cultivating patience, appreaciating the diversity in human character, and maintaining a constant awareness of Allah SAW. This research uses library research with a qualitative descriptive approach so that conclusions can be drawn more comprehensively and integratively.

This research aims to analyze the adaptive role of a dance teacher in teaching the subject of music art at SMK Asta Mitra Purwodadi, as well as identifying the patterns of collaborative approaches and the implementation of the Deep Learning strategy in the learning process. This phenomenon attracts researchers due to the case of a teacher teaching cross-disciplinary subjects, although still within the domain of the arts. This study employs a qualitative method using observation, semi-structured interviews, and documentation techniques. The main subject of this research is Bu Evi, a dance teacher who also serves as the music art instructor. The research results indicate that the non-specialist teacher (with a dance background) successfully overcomes limitations in teaching music by performing a role transformation into a facilitator focusing on expression, rhythm, and performance. The implementation of Deep Learning is realized effectively through a kinesthetic approach, where abstract music concepts (such as tempo and dynamics) are translated through body movement exploration, which is proven to increase student enthusiasm and understanding. Furthermore, the teacher implements a strategic collaborative pattern with the music extracurricular teacher, where responsibilities are divided between aspects of expression/movement and the deepening of theory/vocal technique, ensuring talented students still receive adequate technical development. Assessment focuses on performative aspects (expression, tempo, teamwork, and self-confidence). This research concludes that the teacher's professionalism and pedagogical creativity are the main keys to bridging competency gaps, while simultaneously ensuring the achievement of the goals of the Merdeka Curriculum in shaping student character and 21st-century skills.

The “Beginner Brewer” community activity organized by Koffie Rakjat Semarang stands out as an informal learning space for individuals new to coffee brewing techniques, but so far there has been little scientific study regarding its impact on participants’ sensory experiences. This study aims to analyze how beginners understand and evaluate the flavor profile of Aceh Gayo single-origin coffee “Drama” through practical brewing sessions. The research method used a qualitative descriptive approach with data sources consisting of activity documentation, observations of popular articles, and direct quotations from participants’ experiences. The results showed that mentoring with simple techniques such as the V60 (1:15) and French Press (1:12) contributed to participants’ increased understanding of the fruity character and flavor complexity of “Drama,” which has flavor notes of passion fruit, pineapple, strawberry jam, rum, and palm sugar. Participants also reported that the inclusive learning environment made the brewing process easy and enjoyable, and encouraged continued interest in specialty coffee. In conclusion, this community activity is effective as an initial educational tool that shapes flavor perception and increases the confidence of beginner brewers in understanding specialty coffee.

This study examines and critically analyzes speaking tasks in Netzwerk Neu A1.1 (Chapters 1–6) by evaluating their alignment with principles of German as a Foreign Language (DaF), Task-Based Language Teaching (TBLT), and the Common European Framework of Reference for Languages (CEFR). Using qualitative content analysis, 26 speaking tasks were identified, coded, and categorized based on task type, CEFR communicative activity (spoken interaction or spoken production), interaction mode, and levels of learner output. The findings show that template-based tasks dominate the textbook, accounting for 69.2% of activities, while guided and free production tasks are relatively limited. Spoken interaction is the most prevalent communicative activity (76.9%), reflecting an emphasis on dialogic formats such as short exchanges and role plays. Although this design provides appropriate structural support for beginner learners, the limited use of open-ended and autonomous tasks may restrict the development of fluency, communicative flexibility, and strategic competence. Interviews with seven learners and two instructors reveal that while tasks are generally perceived as accessible and confidence-building, they are also considered repetitive and insufficiently authentic. The study underscores the need to balance structured support with opportunities for spontaneous language use in beginner DaF textbooks.

One type of contract that is very important for the operations of Islamic financial institutions, especially for benefit-based services such as multi-service financing and gold pawnbroking. However, in its application, several problems continue to arise. The most prominent is the incompatibility with Financial Accounting Standards (PSAK) 107 and other Islamic accounting standards in terms of recording and disclosing ijarah transactions. This condition can cause the financial statements of Islamic financial institutions to be less transparent and accountable. Therefore, this study aims to examine how ijarah contracts are used and to what extent the application of ijarah accounting helps Islamic financial institutions become more financially transparent. The research was conducted by reviewing relevant literature, including the provisions of the Accounting and Auditing Organization for Islamic Financial Institutions (AAOIFI), PSAK 107, and the fatwa of the Indonesian Ulema Council's National Sharia Board (DSN-MUI). The study shows that the proper use of ijarah accounting, which includes the recognition of ujrah income, the recording of asset gains, and the consistent disclosure of costs, can increase information transparency and stakeholder confidence in financial reports.

This study examines the relationship between risk disclosure levels and profitability in transportation companies listed on the Indonesia Stock Exchange (IDX) during the 2022–2024 period. The transportation industry is characterized by high exposure to operational, financial, regulatory, and market-related risks, which necessitates transparent and comprehensive communication regarding potential threats to business sustainability and long-term performance. Using a quantitative correlational approach, this study measures the level of risk disclosure through systematic content analysis of companies’ annual reports, while profitability is evaluated using the Return on Assets (ROA) indicator. The analysis is conducted to identify the extent to which transparent risk reporting contributes to improved financial outcomes. The findings indicate a significant positive relationship between risk disclosure and profitability, suggesting that companies providing more comprehensive and detailed risk information tend to achieve higher financial performance. Furthermore, the results demonstrate that transparency plays a crucial role in enhancing investor confidence, strengthening corporate governance, and supporting sustainable business practices, particularly in high-risk sectors such as transportation.

Bullying remains a critical issue in elementary school environments and significantly affects students’ social-emotional development. The lack of confidence among students to report negative experiences often results in bullying cases remaining undetected. This study aims to describe the implementation of Padlet as a reflective digital tool to encourage students’ self-expression and to analyze students’ reflections as indicators of a safe and supportive learning climate. This research employed a descriptive qualitative approach involving 14 sixth-grade students at SD Negeri 3 Demulih. Data were collected through reflective Padlet posts, activity documentation, and thematic deductive analysis based on the Aggression Continuum Theory. The findings reveal three categories of social interaction: (1) high-risk behaviors related to dominance and indicators of bullying, (2) medium-risk interactions involving verbal teasing normalization and ambiguous conflicts, and (3) low-risk interactions indicating positive peer relations and social needs. Padlet proved effective as a safe digital space for students to express emotional experiences anonymously and facilitated early identification of potential bullying. These results highlight the importance of utilizing reflective digital platforms to foster preventive, inclusive, and psychologically secure classroom environments.

The rise of online gambling has become an urgent social issue among South Tangerang adults, with Indonesia occupying the highest position as an online gambling user globally. This qualitative case study aims to explore the factors that cause adult involvement in online gambling, the recovery process of individuals experiencing addiction, and the role of local stakeholders in efforts to overcome it. The findings of the study revealed five main factors, namely the influence of friendships, situational pressure due to aggressive marketing, early winning experiences, misperceptions of winning strategies, and overconfidence in personal abilities. Recovery efforts undertaken by individuals include transformation of mindset, restriction of negative associations, elimination of access to online gambling platforms, increased spiritual engagement, and participation in productive activities. Meanwhile, stakeholders play a role through community education, collaboration with religious and community leaders, public awareness campaigns, and the provision of family counseling. However, this study found that there is no sustainable structured rehabilitation program. Therefore, this study recommends the development of comprehensive social intervention strategies involving professional psychological support and stronger enforcement of regulations to effectively address online gambling addiction.

Social media has become an alternative space for emotional expression among university students, particularly as a medium for sharing personal problems or emotional distress. This study aims to examine the effect of social media use as a venting platform on the mental health of students at STAIN Mandailing Natal. A quantitative associative research design was employed, involving 25 fifth-semester students as respondents. Data were collected using a Likert-scale questionnaire measuring the intensity of social media venting behavior and mental health indicators, including stress, anxiety, mood, and self-confidence. The data were analyzed using descriptive statistics and inferential tests, including correlation and simple linear regression. The findings indicate that social media use as a place for venting has a significant relationship with students’ mental health. Positive responses received through social media tend to improve emotional well-being, while negative responses may increase stress and anxiety levels. These findings suggest that social media can function both as a supportive and risky environment for students’ mental health, depending on how it is used. Therefore, students are encouraged to use social media wisely, and educational institutions are advised to provide mental health literacy and guidance related to healthy social media use.

Narcotics are a frightening scourge on society. Drug use is a pathological behavior that is harmful both to the individual and to society. The widespread use of drugs in Indonesia prompted the government to issue Law No. 35 of 2009 on narcotics, which includes provisions for the rehabilitation of individuals who abuse drugs. Rehabilitation is an effort to enable a person to function normally without addiction to addictive substances. One of the institutions that carries out rehabilitation related to addictive substances is the Sahabat Sehat Rekan Sebaya Jakarta Foundation. This foundation uses art therapy as a rehabilitation method. Therefore, the purpose of this study is to describe the art therapy process as a rehabilitation effort at the foundation. This study uses a descriptive qualitative approach with data collection through interviews, document reviews, and observations using purposive sampling as the informant selection technique. The results of this study show that the rehabilitation process begins with assessment, detoxification, and art therapy, both primary and re-entry, as well as aftercare or monitoring. The results show that rehabilitation using the art therapy method has successfully restored the physical, psychological, and social conditions of former drug users. They are physically fit, not easily tired, and able to control their sleeping hours. Psychologically, they are not anxious and are able to express themselves and their feelings through art, and socially, they began to reconnect with people they had previously cut off due to feelings of shame and lack of confidence.

This study investigates the implementation of the PAIKEM Gembrot model to enhance the literacy, numeracy, and creativity of fifth-grade students at UPT SDN Unjuruiya No. 45 in the Selayar Islands. Using a two-cycle classroom action research design—comprising planning, action, observation, and reflection—data were collected through tests, observations, and documentation to obtain comprehensive information on both learning processes and outcomes. In Cycle I, only 40% of students met the mastery criteria, largely due to their initial adjustment to the new learning approach and limited engagement in collaborative activities. After refining instructional strategies in Cycle II, including the use of more varied learning activities, concrete and contextual learning media, structured group discussions, and closer teacher guidance, student learning outcomes improved dramatically, with 100% of students achieving mastery. In addition, students showed increased participation, confidence, and motivation during classroom interactions. These results demonstrate that PAIKEM Gembrot effectively strengthens students’ abilities to comprehend information, apply numerical reasoning, and express creativity through active and meaningful learning experiences. Therefore, the PAIKEM Gembrot model serves as a promising and contextually relevant alternative for improving elementary science learning, particularly in island-based schools with limited educational resources.

This community service activity aims to improve elementary school students' multiplication skills through the use of the Multiplication Pocket Book in a tutoring program. The activity was implemented using a descriptive qualitative approach and involved 10 elementary school students as mentoring targets. The community service program was conducted over four sessions, each lasting 1 hour and 30 minutes. Data collection techniques were conducted through observation, interviews, and documentation throughout the mentoring process. The results showed a gradual improvement in students' multiplication skills, from understanding basic concepts to mastery of the 1-10 multiplication table. Furthermore, the use of the Multiplication Pocket Book, equipped with a learning achievement initialing system, increased student motivation, self-confidence, and active participation during the tutoring program. Therefore, the Multiplication Pocket Book can be used as a simple and effective learning medium in community service activities to support the improvement of elementary school students' basic arithmetic skills.

This study aims to analyze the implementation of the Management Internship Program (KKM) and its contribution to improving students' professional competence at the Medan Amplas District Office. The background of this study stems from the need for higher education to produce graduates who not only master theory but also possess practical skills appropriate to the demands of the workplace, particularly in government administrative environments. This study used a qualitative descriptive method through in-depth interviews, questionnaires, and direct observation of KKM participants and field supervisors. The results showed that the KKM program had a significant impact on improving students' professional competence. Improvements were seen in hard skills, such as understanding of government administration (88%), ability to use office applications (81%), and report preparation (76%). In addition, there was a significant increase in soft skills, including communication skills (92%), discipline (85%), and self-confidence in completing tasks (78%). Direct interaction with employees and the community and active guidance from field supervisors were key supporting factors in the program's effectiveness. However, the study also identified several obstacles such as limited supervision and high agency workload. Overall, this study concludes that KKM plays an important role as a contextual learning tool that is able to improve students' professional competence through the application of theory to real practice in the government environment.

The application of Mastery Learning in Olympiad mentoring at Darussalam Islamic Junior High School was carried out using a classroom action research model involving 20 students from grades 8 and 9. The mentoring process followed a cyclical structure consisting of planning, action, observation, and reflection, supported by observation techniques, tests, and documentation. The implementation of the mastery learning model effectively improved students’ mathematics learning outcomes, as shown by a significant increase in mastery levels: 65% before the intervention, 75% after the first cycle, and 90% after the second cycle. In addition, the average learning score rose from 71 in the first cycle to 87 in the second cycle, reflecting substantial progress in understanding and problem-solving abilities. These results indicate that Mastery Learning not only enhances students’ mathematics performance but also strengthens their readiness and confidence to compete in the National OSN competition, demonstrating the model’s positive contribution to academic achievement and Olympiad preparation.

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.

This study discusses the effectiveness of Indonesia's halal certification system in supporting international standards and increasing global consumer satisfaction. The study uses a descriptive qualitative method with a case study approach to analyze the implementation of the national halal certification system. The results show that the halal certification system has strengthened legal protection and consumer confidence in halal products through synergy between BPJPH, MUI, and LPH. However, there are still challenges in harmonizing halal standards between countries and increasing the recognition of Indonesian certification at the global level. The digitization of the certification process and integration with international standards are considered important to accelerate services and enhance the credibility of the national system. This study recommends strengthening collaboration among stakeholders, international halal diplomacy, and technology-based system innovation so that Indonesia can compete globally and play a role as a world halal certification center

This study aimed to improve the speaking skills of sixth-grade students at SDN Negeri Kelapa Dua Wetan 01 Pagi in using the Simple Past Tense pattern (was/were) through the implementation of the Role Playing method. The research was conducted in two cycles involving 32 students as the subjects. The research method used was Classroom Action Research, consisting of the stages of planning, action implementation, observation, and reflection in each cycle. Data were collected through oral pre-tests and post-tests, as well as observations of students’ learning activities during the lessons. The results showed a significant improvement in students’ speaking skills. Their average score increased from 60.3 on the pre-test to 74.1 on the post-test. The percentage of students who achieved the Minimum Mastery Criteria also rose from 31% to 75%. The Role Playing method proved effective in enhancing students’ accuracy in using was/were, improving speaking fluency, and boosting self-confidence in oral communication. In conclusion, the application of the Role Playing method had a positive and significant impact on English learning outcomes among the sixth-grade students at SDN Negeri Kelapa Dua Wetan 01 Pagi. It is recommended that teachers continue to apply this method consistently, and that schools provide additional supporting facilities to optimize the learning process. For future studies, teachers and students are encouraged to expand the variety of role-play scenarios and include a control group to obtain a deeper and more comprehensive understanding of the effectiveness of the Role Playing method.

This community service project aims to develop children's potential through the art of coloring as an effective educational tool to enhance social and cultural understanding. The activity was held at Jl. Binalatung, RT 11, Pantai Amal, Tarakan Timur, a coastal area that is also a border region. The background for this project is the limited access of children in this area to creative activities that could support their personal development and awareness of social and cultural diversity. A coloring competition was chosen as the approach, involving 30 participants from kindergarten to elementary school age, many of whom do not continue to formal education.Using a participatory method, children were not only invited to color but were also given an understanding of the meanings and cultural values embedded in each image. Furthermore, the activity was designed to foster a sense of togetherness, sportsmanship, and self-confidence. The results showed very high enthusiasm from the participants. They were not only able to produce beautiful artworks but also demonstrated an increased understanding of the importance of appreciating differences and cultural diversity. This report proves that the art of coloring plays a crucial role as a tool to bridge the knowledge gap and foster cultural awareness, especially for children in remote and border areas who have limited access to education and educational entertainment. Therefore, it is recommended that similar programs be continued with more varied materials to support the holistic development of children in coastal regions.

This community service project aims to develop children's potential through the art of coloring as an effective educational tool to enhance social and cultural understanding. The activity was held at Jl. Binalatung, RT 11, Pantai Amal, Tarakan Timur, a coastal area that is also a border region. The background for this project is the limited access of children in this area to creative activities that could support their personal development and awareness of social and cultural diversity. A coloring competition was chosen as the approach, involving 30 participants from kindergarten to elementary school age, many of whom do not continue to formal education.Using a participatory method, children were not only invited to color but were also given an understanding of the meanings and cultural values embedded in each image. Furthermore, the activity was designed to foster a sense of togetherness, sportsmanship, and self-confidence. The results showed very high enthusiasm from the participants. They were not only able to produce beautiful artworks but also demonstrated an increased understanding of the importance of appreciating differences and cultural diversity. This report proves that the art of coloring plays a crucial role as a tool to bridge the knowledge gap and foster cultural awareness, especially for children in remote and border areas who have limited access to education and educational entertainment. Therefore, it is recommended that similar programs be continued with more varied materials to support the holistic development of children in coastal regions.