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Gesture  recognition  technology  is  used  to  detect  movements  through  image processing,   enabling  computers  or digital devices to understand and interpret human  body  movements  as  input  or  commands.   This  technology  has  great potential  to bridge communication between the deaf community and individuals without   hearing   impairments,    enhancing  interaction  and  enriching  mutual understanding between the two.  However,  the accuracy ofgesture recognition is often  affected  by variations in the distance between hand landmarks.  Based on this problem,  this research proposes a methodfor stabilizing the measurement of distances between landmark points  in gesture recognition through a polynomial regression  approach.   Specifically,   the  distance  between  hand  landmarks  is calculated and stabilized using polynomial  regression to improve the accuracy of gesture recognition.  This method is implemented using the MediaPipeframework to detect and track hands in real-time,  and the OpenCV library to manage video. The  research  results  show  that  this  approach  can  significantly  improve  the stability  and accuracy  of gesture detection.   The developed system successfully detects gestures for  letters A  through F with a high accuracy  rate,  averaging above 98,3%.  The use ofpolynomial regression helps enhance detection accuracy by reducing noise in the landmark data.

This study aimed to develop Matif (Interactive Mathematics) video media on the topic of equivalent fractions for fourth-grade elementary school students and to determine its validity, effectiveness, and student responses. The research employed a Research and Development (R&D) method using the ADDIE model. It was conducted at SD Muhammadiyah Gresik during the first semester, involving 19 fourth-grade students. Data collection techniques included interviews, expert validation sheets for content and media, learning effectiveness tests, and student response questionnaires. The development process followed five ADDIE stages. (1) Analysis involved curriculum analysis, needs analysis, and student characteristics analysis. (2) Design focused on creating the learning flow and storyboard. (3) Development produced the video media, which was validated by experts. The material expert validation score reached 97.5%, and the media expert validation score was 91.6%, both categorized as very valid. These results indicate that the material is highly appropriate, clear, and easy to understand, while the media demonstrates excellent quality in visual, audio, typography, language, and usability aspects. (4) Implementation involved testing the media on students, with an N-Gain score of 0.8405, categorized as high, indicating that the media effectively improves students’ understanding. (5) Evaluation was conducted through student response questionnaires, resulting in a score of 95.5%, categorized as very good, showing that students found the media engaging, easy to use, and helpful. Overall, the Matif video media meets the criteria of validity and effectiveness, making it suitable as an innovative learning alternative, with potential for further development through enhanced animations and varied exercises.

This study aims to examine the debate regarding the effectiveness of traditional learning methods in science education at Madrasah Ibtidaiyah (MI) amid the development of educational digitalization. The study employed a qualitative approach with a case study design conducted in Jember Regency for three months, from February to April 2026. The research informants consisted of 16 participants, including madrasa principals, teachers, parents, and community members. Data collection techniques were carried out through interviews, observations, and documentation, which were then analyzed using descriptive qualitative techniques. The findings revealed that traditional methods are still considered effective in helping students understand basic science concepts because the learning process is systematic and easy to comprehend. However, limited access to technology in several schools remains an obstacle to the equal implementation of digital learning. In addition, although digital learning can increase students’ motivation and engagement, it does not necessarily lead to an optimal improvement in conceptual understanding. Therefore, this study concludes that a combination of traditional and digital learning methods is the most appropriate approach in science learning at elementary schools and Madrasah Ibtidaiyah, considering students’ needs as well as the availability of facilities and infrastructure. structure.

This study aims to explain students' learning activities in Natural and Social Sciences (IPAS) subjects using a volcanic eruption simulation through the Project Based Learning (PjBL) model. The background of this study is the low student engagement caused by the teacher-oriented learning method, so that students tend to be passive. The method used in this study is descriptive qualitative, with data collection techniques in the form of observation, interviews, and documentation. The subjects of this study were fifth-grade elementary school students. The learning process was carried out through the PjBL stages, which include project planning, project implementation, and presentation of project results. In addition, this learning also contributes to improving the ability to work together, think critically, be creative, and solve problems. Contextual and experience-based learning helps students understand the material better and increases their motivation and curiosity. Thus, the PjBL model has proven effective in increasing student learning activities in science learning at the elementary school level.

This study aims to examine the influence of capital intensity,  Return on Assets (ROA), liquidity, and company size on the Cash Effective Tax Rate (CETR) as a proxy for tax avoidance in energy sector companies listed on the Indonesia Stock Exchange for the 2020–2024 period. This study uses a quantitative approach with secondary data in the form of annual financial statements. The sample was determined using a purposive sampling technique and obtained 16 companies during five years of observation, resulting in 80 observation data. Data analysis was carried out using multiple linear regression with the help of SPSS 29 software. The analysis stage began with a classical assumption test, then continued with multiple linear regression analysis, as well as hypothesis testing. The results showed that partially capital intensity and ROA had a significant effect on CETR, while liquidity and company size had no significant effect on CETR. Simultaneously, all independent variables had a significant effect on CETR, with a determination coefficient value of 25%.

This study aims to describe the representation of adolescent conflicts in the film Jumbo directed by Ryan Adriandhy and to analyze its relevance as teaching material for review text learning in vocational high schools. This research employed a descriptive qualitative approach using content analysis. The data consisted of dialogues, scenes, character expressions, plot, and cinematic elements representing adolescent conflicts in the film. Data sources included the film Jumbo, interviews with Indonesian language teachers and eleventh-grade students at SMK PGRI 1 Surakarta, and review text learning documents. Data were collected through observation, documentation, and semi-structured interviews, then analyzed using the Miles and Huberman model. Stuart Hall’s representation theory was used as the analytical framework. The findings show that the film represents identity, family, friendship, and social conflicts experienced by adolescents. These conflicts are constructed through dialogues, visuals, character relationships, and plot development. Furthermore, the film is relevant as teaching material for review text learning because it helps students understand story elements, increases learning engagement, and develops analytical, evaluative, and critical thinking skills. However, students still need guidance in distinguishing summaries from evaluations in review texts.

This study was motivated by the widespread use of Indonesian language that does not conform to standard linguistic rules in Instagram content created by adolescents aged 17–20 years. As a social media platform that emphasizes speed and self-expression, Instagram encourages users to employ slang, nonstandard abbreviations, code-mixing, and various other forms of language deviation. This study aims to analyze the forms of Indonesian language errors found in adolescents’ Instagram content and to identify the factors contributing to these errors. The research employed a descriptive qualitative approach using content analysis. Data were collected through questionnaires distributed to 37 respondents and through an analysis of their language use habits on Instagram. The findings reveal that the most dominant forms of language errors include letter repetition to emphasize emotion (78.3%), nonstandard abbreviations (56.7%), code-mixing between Indonesian and foreign languages (45.9%), and the use of slang (45.9%). The main factors influencing the use of nonstandard language are the desire to appear relaxed and informal (86.5%), the need for fast and practical communication (67.6%), and the influence of peer groups and social media trends. Nevertheless, most respondents are aware that these habits may negatively affect their formal language skills. This study highlights the importance of digital language literacy to help adolescents use Indonesian appropriately according to different communication contexts.

Contemporary Javanese music, particularly Campursari, blends traditional gamelan instruments with modern genres such as pop, dangdut, and keroncong. This hybrid style has gained popularity among Millennials and Generation Z, who often perceive it as familiar, calming, and emotionally comforting. This study examines whether listening to contemporary Javanese music influences the sleep quality of Generation Z in Yogyakarta. A quantitative research approach was employed using a survey distributed through Google Forms to 50 participants aged 19–26 years. The questionnaire measured listening frequency, emotional responses to the music, and perceived sleep quality using a Likert scale. The collected data were analyzed using SPSS with descriptive statistics, including the Kolmogorov–Smirnov normality test, linear regression, and tests for heteroscedasticity and multicollinearity. The results indicate a positive relationship between listening to contemporary Javanese music and improved sleep quality. The familiar and emotionally soothing characteristics of Campursari appear to help listeners relax and reduce stress before sleep. These findings suggest that culturally rooted music may serve as a simple, non-pharmacological approach to supporting better sleep and emotional well-being among young adults..  

Pneumonia is one of the leading causes of morbidity and mortality among children aged 0–18 years worldwide. Appropriate treatment is crucial for improving treatment outcomes and preventing complications and antibiotic resistance. This literature review aims to analyze treatment options for pneumonia in pediatric patients based on articles published in PubMed from 2024 to 2025. The method used involved searching for articles with the keywords “(Case Reports) AND (pneumonia) AND (in children)” using filters for free full text, case reports, English language, human subjects, and the 0–18-year-old age group. Of the 71 articles identified, 10 met the inclusion criteria. The review results indicate that pneumonia treatment in children is dominated by the use of antibiotics and supportive care. In cases of severe pneumonia and necrotizing pneumonia, intensive antimicrobial therapy, close monitoring, and management of complications are required. Modern diagnostic tests such as bronchoalveolar lavage fluid (BALF), rapid syndromic arrays, and metagenomic next-generation sequencing (mNGS) help identify pathogens more quickly and accurately, thereby allowing for more targeted therapy. Additionally, corticosteroids and immunoglobulins are used as adjunctive therapies in cases of severe inflammation. Accurate diagnosis and individualized therapy selection play a crucial role in improving clinical outcomes for pediatric pneumonia patients. 

This study aims to examine the effectiveness of assertive communication techniques in cross-cultural counseling for reducing avoidance behavior among students experiencing interpersonal friendship conflicts. Cultural differences between counselors and clients may influence communication patterns, emotional expression, and conflict resolution processes during counseling sessions. Friendship conflicts among university students commonly arise from jealousy, misunderstanding, social comparison, and ineffective interpersonal communication. These conditions often encourage students to avoid direct interaction to prevent further conflict. This study employed an experimental method using a One Group Pretest-Posttest Design. The participants were students who experienced friendship conflicts and demonstrated avoidance behavior tendencies. Data were collected through counseling individual. The intervention was delivered through counseling sessions that used assertive communication techniques and combined behavioral and humanistic approaches in a cross-cultural counseling setting. The findings revealed that assertive communication techniques were effective in reducing students’ avoidance behavior. After receiving the intervention, participants demonstrated greater confidence in expressing opinions, improved emotional regulation, increased openness in communication, and healthier interpersonal relationships. The study indicates that assertive communication in cross-cultural counseling can serve as an effective counseling strategy to help students manage interpersonal conflicts and improve social adjustment in higher education environments.

Pneumonia is one of the leading causes of morbidity and mortality among children aged 0–18 years worldwide. Appropriate treatment is crucial for improving treatment outcomes and preventing complications and antibiotic resistance. This literature review aims to analyze treatment options for pneumonia in pediatric patients based on articles published in PubMed from 2024 to 2025. The method used involved searching for articles with the keywords “(Case Reports) AND (pneumonia) AND (in children)” using filters for free full text, case reports, English language, human subjects, and the 0–18-year-old age group. Of the 71 articles identified, 10 met the inclusion criteria. The review results indicate that pneumonia treatment in children is dominated by the use of antibiotics and supportive care. In cases of severe pneumonia and necrotizing pneumonia, intensive antimicrobial therapy, close monitoring, and management of complications are required. Modern diagnostic tests such as bronchoalveolar lavage fluid (BALF), rapid syndromic arrays, and metagenomic next-generation sequencing (mNGS) help identify pathogens more quickly and accurately, thereby allowing for more targeted therapy. Additionally, corticosteroids and immunoglobulins are used as adjunctive therapies in cases of severe inflammation. Accurate diagnosis and individualized therapy selection play a crucial role in improving clinical outcomes for pediatric pneumonia patients. 

This study aims to analyze the implementation of information technology in improving the quality of public services. The research method used is library research by collecting and analyzing various scientific sources, such as journals, books, research articles, and government documents related to information technology and public services. The results show that the implementation of information technology through online service systems, official websites, and administrative information systems is able to improve the effectiveness, efficiency, transparency, and accessibility of public services. Information technology also helps accelerate administrative processes, reduce data management errors, increase employee productivity, and strengthen communication between the government and the community. In addition, the implementation of information technology supports the realization of e-government and good governance through increased accountability and information transparency. However, the implementation of information technology still faces several challenges, such as limited human resources, inadequate technological infrastructure, unstable internet connections, and the low ability of some communities to use digital services. Therefore, it is necessary to improve employee competencies, develop technological infrastructure, and conduct public socialization to optimize the implementation of information technology in public services. Overall, information technology has proven to be a strategic solution in creating modern, effective, efficient, transparent, and community-oriented public services.

Technological developments and globalization have brought changes to the mindsets and behaviors of the younger generation, including a declining interest in history learning and low historical awareness. Islamic Cultural History (ISH) plays a crucial role in shaping historical awareness because it encompasses values ​​of faith, scholarship, tolerance, leadership, and morals relevant to modern life. This study aims to analyze the role of ISH learning in shaping the historical awareness of the younger generation, explain its importance in understanding Islamic historical values, and examine the effective implementation of ISH learning in the modern era. This study used a qualitative method with a library research approach. Data were obtained from books, scientific journals, articles, and various other sources relevant to the research theme. Data were analyzed descriptively and analytically through a process of collection, reduction, interpretation, and drawing conclusions. The results indicate that ISH learning plays a significant role in building the historical awareness of the younger generation by instilling Islamic character values ​​and identity. Historical awareness helps students understand the interconnectedness of the past, present, and future, enabling them to draw lessons from historical events. Implementation of Islamic Education (SKI) learning can be carried out through a contextual approach, active learning methods, the use of digital technology, role models, and experiential learning. Thus, SKI serves not only as a means of transferring knowledge but also as a medium for character and identity formation for the younger generation in the era of globalization.

This study endeavors to elucidate the application of educational videos pertaining to Heroes' Day in fostering the social communication competencies of early childhood learners at Kindergarten 001 Bunguran Timur Laut. Social communication skills are essential for young children as they support language development, social interaction, emotional expression, and the ability to build positive relationships with others. Therefore, educators are encouraged to utilize innovative and engaging learning media that can effectively stimulate children's communication abilities. The methodological framework employed in this investigation was qualitative in nature, utilizing a descriptive approach. The participant cohort comprised 15 children from Group B, aged between 5–6 years. Data were gathered through systematic observation, structured interviews, and comprehensive documentation to obtain a thorough understanding of the learning process and its outcomes. The findings revealed that the integration of educational videos concerning Heroes' Day facilitated the development of social communication skills among children, including verbal expression, responsive inquiry, collaborative engagement, and interactive discourse with peers and educators. The participants demonstrated heightened enthusiasm, greater confidence in expressing their opinions, and increased active participation throughout the instructional sequence. Moreover, the visual and auditory elements of the videos helped children better understand the learning material and encouraged meaningful discussions. Consequently, educational videos pertaining to Heroes' Day may serve as an effective pedagogical medium for nurturing the social communication competencies of early childhood learners at Kindergarten 001 Bunguran Timur Laut.

Street names are a vital public information tool that helps people identify locations, find addresses, and reinforce the identity of a region. The availability of street names also supports the effectiveness of administrative services, community mobility, and emergency service access. Srigonco Village, Bantur District, Malang Regency, still faces a lack of street names, making it difficult for residents and visitors to find specific addresses. Based on this situation, students from the 14th Community Service Program (KKN-T) at Raden Rahmat Islamic University (Unira) Malang implemented a community service program involving mapping and installing street names at several strategic locations in the village. The implementation method included field observation, street name data collection, coordination with village officials, design and production, and installation of the street names. This program aims to improve access to location information, clarify regional identity, and support orderly village administration. The results of the activity indicate that the presence of street names provides tangible benefits to the community, particularly in facilitating address searches, improving environmental order, and helping visitors to identify Srigonco Village more easily and effectively.

This study aims to determine the application of picture media and bingo games in English learning at elementary schools and to improve students’ confidence in learning English. The research was conducted in the sixth grade of Aengbaja Kenek Elementary School in the 2025/2026 academic year with 7 students as the research subjects. The research method used was classroom action research with data collection techniques through observation, interviews, and literature study.The results showed that the use of picture media and bingo games was able to increase students’ motivation, enthusiasm, and ability in learning English. Students became more active in learning new vocabulary, understanding grammar, practicing pronunciation, and improving their speaking and reading skills. In addition, the learning process became more enjoyable, interactive, and less monotonous, so students were more confident in using English. Picture media helped students understand the material visually, while bingo games created an interesting learning atmosphere through learning-by-playing activities. Therefore, the application of picture media and bingo games are effective as a medium for teaching English in elementary schools to improve students’ language skills and learning motivation.

This Community Service (PKM) activity is motivated by the low capacity of MSME actors and start-up business people in utilizing social media and Artificial Intelligence (AI) technology as a means of digital promotion. These limitations include low digital literacy, limited capabilities for visual content production, weak marketing communication strategies, and inconsistent business social media management. This study aims to improve participants' understanding and skills in optimizing social media and utilizing AI to support business promotion. The approach used is a qualitative descriptive approach, with observation, interviews, documentation, direct practice, discussion, mentoring, and training evaluation. The activity was held in Petukangan, Pesanggrahan District, South Jakarta, with participants consisting of MSME actors, students, and the general public. The results showed that 85% of participants experienced an increase in understanding of digital marketing strategies.In comparison, 78% were able to create promotional content independently with the help of AI, especially through Bing Image Creator and ChatGPT. These findings show that integrating social media and AI can increase creativity, improve content production efficiency, and enhance the visual appeal of MSME promotion. The novelty of this activity lies in integrating AI-based visual design training with strengthening the digital entrepreneurship mindset. Thus, this training model can be an applicable, adaptive, and relevant MSME empowerment strategy for digital economy transformation.

The Food & Beverage industry relies heavily on the availability and quality of fresh raw materials, making inventory management crucial. This study aims to analyze the implementation of the First-In, First-Out (FIFO) method in inventory management at PT K Hospitality Investment. The research design used a case study. Data were collected through interviews, observation, and documentation, then analyzed descriptively and qualitatively to assess the implementation of the FIFO inventory method in inventory management. The results show that PT K Hospitality Investment adopts a strict chronological inventory system and issuance of goods based on the order of entry. The use of FIFO inventory is often supported by the FEFO (First-Expired, First-Out) technique. Integrated inventory control has contributed to the financial stability of PT K Hospitality Investment. When properly implemented, the FIFO method not only helps reduce waste and increase efficiency, but also supports the company's operational sustainability. Although the implementation has been successful, the company still faces challenges such as limited infrastructure, a manual recording system, sudden changes in trends or guest order volumes, and delays in supplier deliveries.

Christology is a branch of Christian theology that discusses the person and work of Jesus Christ as the core of the Christian faith. The development of the modern era, characterized by globalization, pluralism, technological advancement, and cultural diversity, presents new challenges in understanding Christ in a relevant and contextual manner. This research aims to examine the development of Christological reflection in various life contexts and explain its application in contemporary life. The research uses a qualitative approach with a literature study method thru the examination of various classical and modern theological literature from both Protestant and Catholic traditions. The analysis was conducted using a historical-critical approach to understand the development of Christological thot from the early church period to the modern era. The research results show that Christology is not only doctrinal but also has practical dimensions related to personal, social, cultural, interfaith dialog, ecological, and modern challenges. Christological reflection affirms that Jesus Christ is understood as the true God and true man, serving as the foundation of spirituality, ethics, and social action for Christians. Furthermore, the contextual Christological approach helps the church present Christ's teachings relevantly in a pluralistic and dynamic society. This research implies the importance of developing contextual, inclusive, and transformative theology so that the Christian faith remains meaningful in modern life.

For every child to receive an equal education, inclusive education at the early childhood education (PAUD) level is a strategic step. The purpose of this study is to thoroughly study the basic concepts of inclusive education in early childhood, identify various types of specific challenges for Children with Special Needs (ABK) in regular classes, and evaluate how effective the use of inclusive learning methods is in optimizing child development. This study uses a literature review with a descriptive qualitative approach. Secondary data were analyzed using content analysis. According to the study, teachers in regular classes face multidimensional characteristics of ABK. These obstacles include visual impairment, deafness, mental retardation, physical disability, emotional retardation/ADHD, autism, and exceptional intelligence. To overcome these problems, it has been proven that the use of assistive technology, a more flexible curriculum, individualized learning programs (IPC) based on initial assessment, varied teaching methods, and a friendly environment can be helpful. This study shows that teachers are not the only key to the success of inclusive education. This requires strong multi-stakeholder collaboration between the government, schools, special education teachers (GPK), professionals, and parents to address facility challenges and eliminate existing stigma in the field.