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Infections caused by pathogenic microorganisms remain a major health challenge. One preventive promotive effort to reduce infection incidence is through the use of traditional medicinal plants, such as celery (Apium graveolens L.) which is known to have antimicrobial activity. This community service program aimed to increase the knowledge of PKK cadres in Klender Urban Village regarding the antimicrobial benefits of celery through educational outreach. The activity was held on June 12, 2025, involving 14 PKK cadres as participants. Evaluation was carried out using pre-test and post-test questionnaires, analyzed using the Wilcoxon test. The results showed a significance value of 0.002 (p<0.05), indicating a significant increase in knowledge after the intervention. The average percentage of correct answer increased by 37.2%. Additionally, all of participants demonstrated  good knowledge levels in the post-test and none were in the poor category. These findings indicate that education through outreach is effective in improving community understanding of celery’s antimicrobial potential. Local plant-based education is expected to be a sustainable preventive strategy to improve public health.Keywords: education, celery, antimicrobial, knowledge PKK cadres

This study explores the major challenges faced by moral education in the modern era, particularly within Madrasah Ibtidaiyah, where rapid technological advancement, globalization, and shifting patterns of student interaction have significantly influenced the traditional process of moral development. The purpose of this research is to analyze teachers’ strategies in revitalizing moral education, identify the supporting and inhibiting factors in its implementation, and evaluate its impact on students’ discipline. Employing a qualitative approach with a case study design, data were collected through in-depth interviews with the school principal, Islamic ethics teachers, and students, as well as observations of daily moral habituation practices within the school environment. The findings indicate that effective revitalization of moral education occurs through an integration of teacher role modeling, consistent habituation of moral practices, and value internalization supported by interactive learning methods. These strategies contribute to improved student discipline, greater independence, and more stable behavioral patterns. However, the effectiveness of these efforts is still influenced by external factors such as excessive gadget use and limited continuity of moral guidance at home. The study provides an integrative and adaptive model of moral education that aligns with the characteristics of the digital generation and emphasizes the essential collaboration between teachers, schools, and families. The results highlight the importance of a responsive, contextually relevant approach to moral development that meets the evolving needs and challenges of 21st-century learners.

This study conceptually examines a self-supervised multi-scale fusion framework designed to enhance accuracy and computational efficiency in medical image segmentation, a domain where data scarcity and annotation cost remain major challenges. Traditional supervised approaches are constrained by their reliance on extensive labeled datasets, limiting applicability in real-world clinical environments. Self-supervised learning (SSL) mitigates this issue by extracting supervisory signals directly from unlabeled data, enabling the model to learn rich feature representations without human annotation. Simultaneously, multi-scale fusion architectures integrate global contextual information with fine-grained local features, supporting robust segmentation across varying anatomical structures and image resolutions. Through a qualitative methodology involving library research and content analysis, this study synthesizes state-of-the-art SSL-driven segmentation techniques and highlights how adaptive multi-scale fusion mechanisms address limitations of existing convolutional and transformer-based architectures. The analysis indicates that combining SSL and multi-scale strategies leads to more generalizable, scalable, and computationally efficient segmentation pipelines suitable for diverse medical imaging modalities. The proposed framework represents a promising direction for developing next-generation diagnostic tools capable of handling sparse labels, complex textures, and real-time deployment constraints.

This study examines the emerging paradigm of federated intelligence architectures as a secure, privacy-preserving, and scalable foundation for data-driven innovation across AI, IoT, and cloud ecosystems. With billions of interconnected devices generating massive heterogeneous data, traditional centralized machine-learning models face critical limitations, including privacy risks, regulatory constraints, latency, and single points of failure. Through a qualitative content-analysis approach, this paper synthesizes contemporary research on federated learning, blockchain integration, zero-trust governance, and edge intelligence to formulate a comprehensive understanding of distributed AI infrastructures. The findings highlight that federated learning enables collaborative model training without exposing raw data, significantly enhancing privacy, security, and compliance. Moreover, combining blockchain with federated learning strengthens auditability, model integrity, and trust, while zero-trust principles provide continuous verification and adaptive security enforcement across devices. Edge-AI integration further reduces latency and bandwidth consumption, enabling real-time analytics in resource-constrained IoT environments. Collectively, these elements contribute to the formation of cognitive ecosystems capable of autonomous, interoperable, and context-aware operations. The study underscores the transformative potential of federated intelligence while identifying critical gaps that inform future research trajectories.

This article examines the evolving discourse on granting legal personhood to Artificial Intelligence (AI) by analyzing jurisprudential foundations, global regulatory frameworks, and emerging challenges in liability attribution. As AI systems acquire higher autonomy, opacity, and decision-making independence, traditional human-centered legal structures struggle to assign responsibility for AI-generated harms. Through a qualitative methodological approach, involving library research and content analysis, this study evaluates whether limited or functional legal personhood can serve as a viable solution to accountability gaps created by advanced AI systems. The discussion explores key themes including AI autonomy, black-box decision processes, digital identities in virtual environments, metaverse avatars, and the boundaries of existing tort and contract law. Comparative insights from the European Union, the United States, and India highlight significant divergences in regulatory approaches, particularly regarding “electronic personhood,” strict liability models, and AI-specific safeguards. Findings indicate that while full personhood is premature, a hybrid framework—combining functional personhood, risk-based regulation, and AI-focused accountability mechanisms—could enhance legal clarity, promote responsible innovation, and strengthen public trust. This study contributes to the ongoing global effort to conceptualize AI legal personhood within modern socio-digital ecosystems.

In recent years, with the rapid development of artificial intelligence, many innovative changes have been made in the field of intelligent mobile robot development. In the field of control and navigation of mobile robots, learning-based methods have many advantages over traditional ones. The study of mobile robot control methods using deep reinforcement learning is a remarkable area in the development of mobile robots that must operate in dynamic environments. In the previous studies, the proposed robot control algorithms using deep reinforcement learning are mostly based on the given target point and obstacle information, the robot path planning is performed, and the corresponding control is based on the obtained path. The DDPG-based method is a typical example. However, in dynamic environments, DRL based robot path planning requires a state of target point and obstacles information, which leads to a large amount of computation, resulting in extremely long convergence time and even non-convergent cases. In this paper, we propose a new method for mobile robot control in dynamic environment that solves the dimensional problem by extracting the features of the configuration of obstacles using autoencoder and learning the DDPG algorithm based on the obtained features. Simulation results show that the proposed algorithm can effectively solve the mobile robot control problem in dynamic environment.

Karangtalun Village, located in Kalidawir District, Tulungagung Regency, East Java, has significant potential for developing Family Medicinal Plants (TOGA) to support community-based health practices. However, the utilization of TOGA in daily health care remains limited due to a lack of knowledge and practical skills among residents. At the same time, the community faces a growing social challenge—digital exposure among young children, which negatively affects their physical, psychological, and social well-being. To address these issues, a capacity-building program was implemented for women involved in the Integrated Guidance Post (Posbindu) through training on TOGA cultivation and digital literacy education using the Community-Based Participatory Research (CBPR) approach. This participatory model actively engaged community members in the planning, implementation, and evaluation stages. The program results showed an increase in participants’ understanding of TOGA as an alternative for self-care and traditional medicine, greater awareness of the adverse effects of excessive gadget use among children, and positive behavioral changes in parenting, such as setting screen-time limits and replacing gadget use with creative family activities. These findings demonstrate that integrating local wisdom–based education with digital literacy can effectively strengthen family resilience and promote sustainable well-being in the digital era.

This study aims to analyze and compare the price responsiveness of broiler chicken meat and native chicken meat in relation to household consumption patterns in Tarogong Kidul District, Garut Regency. A quantitative approach was employed using simple linear regression analysis based on primary data obtained through observations and interviews conducted in traditional markets. The analysis examines the extent to which price changes influence the demand for both commodities. The results indicate that broiler chicken shows a very strong relationship between price and demand, reflected in an R² value of 0.963. Statistical testing further demonstrates that price has a significant effect on broiler chicken demand (0.018 < 0.05), indicating that its demand is elastic and highly sensitive to price fluctuations. In contrast, native chicken shows an R² value of 0.698 and an insignificant price effect on demand (0.164 > 0.05), suggesting inelastic demand that remains relatively stable despite price changes. These findings reveal that consumers adjust their broiler purchase quantities more quickly in response to price changes, whereas native chicken consumption is more strongly influenced by taste preferences and habitual factors. The study concludes that there is a clear difference in price sensitivity between the two types of chicken. The implications of this research include the need for government price stabilization policies for broiler chicken to maintain household affordability, as well as quality improvement and marketing strategies for native chicken producers to strengthen competitiveness amid changing consumer demand.

This study aims to understand behavioral considerations in decision-making regarding business equipment procurement at UMKM Sido Maju Marsudi. This research applies a qualitative method with a case study approach. Primary data were collected through semi-structured interviews with the business owner. The findings reveal that equipment procurement decisions are not solely influenced by economic rationality but also by behavioral factors such as intuition, experience, and social values. The business owner balances financial benefits with non-financial satisfaction, including customer trust, product quality, and maintaining the traditional identity of “roti kering jadul.” The decision-making process is simple, experience-based, and guided by social recommendations, reflecting bounded rationality. Evaluations are carried out informally by observing production outcomes and customer feedback. This study concludes that behavioral and experiential aspects play a crucial role in shaping adaptive and sustainable business decisions among micro and small enterprises

This study explores the implementation of sustainable accounting practices in the management of Pasir Panjang coastal tourism by examining how local cultural values and community personality influence sustainability-driven decisions. Using a qualitative approach, data were collected through interviews, field observations, and documentation analysis involving local community members, tourism actors, and village government representatives. The findings indicate that sustainable accounting is not only understood as an administrative or financial reporting system, but also as a framework shaped by cultural norms, collective identity, and local wisdom. Elements such as communal responsibility, environmental awareness, and traditional stewardship practices significantly contribute to how sustainability initiatives are planned, recorded, and evaluated. Furthermore, the personality traits of the local community—such as openness, cooperation, and strong social cohesion—play an essential role in ensuring inclusive participation and shared accountability. This study concludes that integrating cultural values and community character enhances the effectiveness of sustainable accounting practices in coastal tourism management and encourages long-term environmental and socio-economic resilience.

This study explores the Village Cross as a symbol of inculturation, integrating Catholic faith with the Nosu Minu Podi ritual in Dusun Perintis, Balai Sebut Village, Sanggau Regency. Nosu Minu Podi, a post-harvest rice ritual, originally centered on the ancestral statue (Pantak) as the main focus of worship. The introduction of Catholicism led to a symbolic transformation, replacing the Pantak with the Village Cross while maintaining ancestral values and harmonizing them with Catholic practices. This research uses a qualitative approach combining ethnography and contextual theology. Data were collected through participatory observation, semi-structured interviews, and field documentation. Findings reveal that the Village Cross serves dual functions: as a religious symbol affirming God’s presence and spiritual protection, and as a marker of social and cultural identity. This transformation strengthens community solidarity, preserves traditional practices, and provides a medium for faith formation among youth. The study highlights that inculturation enables the integration of local traditions with religious teachings, creating space for contextual, inclusive, and practical pastoral approaches. It contributes to scholarly understanding of the interplay between religion, culture, and community identity, emphasizing the enduring relevance of local wisdom in contemporary religious practice.

Karangtalun Village, located in Kalidawir District, Tulungagung Regency, East Java, has significant potential for developing Family Medicinal Plants (TOGA) to support community-based health practices. However, the utilization of TOGA in daily health care remains limited due to a lack of knowledge and practical skills among residents. At the same time, the community faces a growing social challenge—digital exposure among young children, which negatively affects their physical, psychological, and social well-being. To address these issues, a capacity-building program was implemented for women involved in the Integrated Guidance Post (Posbindu) through training on TOGA cultivation and digital literacy education using the Community-Based Participatory Research (CBPR) approach. This participatory model actively engaged community members in the planning, implementation, and evaluation stages. The program results showed an increase in participants’ understanding of TOGA as an alternative for self-care and traditional medicine, greater awareness of the adverse effects of excessive gadget use among children, and positive behavioral changes in parenting, such as setting screen-time limits and replacing gadget use with creative family activities. These findings demonstrate that integrating local wisdom–based education with digital literacy can effectively strengthen family resilience and promote sustainable well-being in the digital era.

This study aims to describe the implementation and outcomes of training on making herbal elixir beverages from nine spice butterfly pea ingredients for exercise mothers as an effort to improve knowledge and skills in processing healthy drinks. The activity was motivated by the limited use of herbal beverages after exercise and the low level of public understanding regarding the benefits of butterfly pea flowers and traditional spices as natural stamina enhancers. The study applied a descriptive qualitative approach through observation and documentation conducted from November 22 to December 5, 2025. A total of 25 exercise mothers participated in the training, which consisted of demonstrations and direct practice in preparing elixirs using dried butterfly pea flowers combined with ginger, turmeric, galangal, lemongrass, cinnamon, cloves, betel leaves, and brown sugar. The results show that participants were able to follow all training stages properly and demonstrated increased understanding of herbal benefits, ingredient functions, dosage accuracy, and processing procedures. Achievement indicators reveal that 92 percent of participants were able to independently prepare the elixir according to the demonstrated steps, 84 percent were able to explain the function of each ingredient correctly, and all groups successfully produced elixir products with color, aroma, and taste that met the expected standards. Participants also responded positively and expressed interest in reapplying the recipes at home and developing flavor variations for personal consumption or small scale business opportunities effectively.

This article discusses the application of service learning as an educational approach that supports the preservation of cultural heritage and the strengthening of sustainable tourism in Batu Caves, Kuala Lumpur, Malaysia. As one of the most important Hindu temple complexes in Southeast Asia, Batu Caves has become a symbol of cultural diversity and interreligious harmony. However, increased tourism activity has brought about various problems, such as environmental pollution, waste management issues, and the erosion of cultural values among visitors. To address these challenges, service-learning programs integrate academic theory with direct participation in the community, allowing students to actively engage in environmental conservation, cultural documentation, and the development of public education initiatives. Thru collaboration with temple managers, local communities, and tourists, students applied management concepts in real-world situations, including cleaning activities, maintaining tourist areas, developing educational materials on eco-tourism, and preserving traditional rituals thru cultural archiving. The implementation of this service learning not only enriches students' learning experiences but also raises public awareness about the importance of preserving Batu Caves as a sustainable cultural heritage site. Overall, this project demonstrates that service learning is a transformative pedagogical approach that connects academic goals with community development and cultivates future leaders who are socially responsible and culturally sensitive.

This study explores the conceptual integration of Environmental, Social, and Governance (ESG) reporting and data analytics within the framework of sustainable digital accounting, with Industry 5.0 acting as a moderating paradigm. As organizations increasingly face demands for transparency, ethical governance, and sustainable operations, the limitations of traditional accounting systems have become evident. ESG reporting plays a crucial role in communicating non-financial performance and guiding strategic decisions aligned with stakeholder interests and regulatory expectations. However, the effectiveness of ESG disclosures is often hindered by fragmented data structures, inconsistent standards, and insufficient technological support. Data analytics, when integrated into ESG processes, enhances the precision, timeliness, and reliability of sustainability disclosures through predictive modeling, anomaly detection, and real time performance monitoring. Yet, despite its potential, the adoption of data analytics in accounting remains limited and under-theorized. Industry 5.0 introduces a human centric approach to technological transformation, emphasizing ethical innovation, inclusivity, and resilience. By positioning Industry 5.0 as a contextual and moderating framework, this study offers a novel perspective on how ESG and data analytics can synergize to create ethically aligned, future-ready accounting systems. Employing a systematic literature review, the research develops a conceptual model linking ESG, data analytics, and Industry 5.0, providing insights for academics, practitioners, and policymakers aiming to embed sustainability into digital accounting systems. The findings underscore the importance of aligning digital tools with ethical and societal values to advance accountable and sustainable business practices..    

. Indonesia possesses remarkable biodiversity, including numerous medicinal plant species traditionally employed as natural therapeutic agents. Among these, Cinnamomum iners is widely utilized and is known to contain diverse bioactive compounds with reported antimicrobial, anti-inflammatory, and free radical–scavenging activities. This research focuses onevaluate the antioxidant activity of ethanol, ethyl acetate, and n-hexane extracts of wild cinnamon leaves (Cinnamomum iners) using the ABTS and DPPH methods. Extraction was carried out using the maceration method. The antioxidant effectiveness was measured by analyzing the IC₅₀ values through free radical scavenging activity using the ABTS and DPPH methods with a UV-Vis spectrophotometer. The antioxidant activity of Cinnamomum iners leaves assessed using the ABTS method revealed that the ethanol extract exhibited very strong activity with an IC50 value of 7.56 ppm, followed by the ethyl acetate extract with moderate activity (IC50 103.59 ppm), and the n-hexane extract with weak activity (IC50 188.64 ppm). In contrast, the DPPH assay showed that the ethanol extract demonstrated moderate antioxidant activity with an IC50 value of 168.03 ppm, the ethyl acetate extract exhibited weak activity (IC50 400.5 ppm), and the n-hexane extract displayed no antioxidant activity (IC50 2373.2 ppm).

Low interest among the younger generation in local culture, particularly in traditional weaving skills, remains a significant concern in the city of Tarakan. Yet, weaving is one of Indonesia’s cultural heritages with high artistic and economic value. In response to this issue, a weaving training program was conducted at Jl. Pangeran Diponegoro RT 23 RW 08, Sebengkok Subdistrict, Central Tarakan, with the aim of fostering cultural appreciation among youth while equipping them with productive skills. The activity was held on September 13, 2025, from 13:00 to 16:00 Central Indonesian Time (WITA), at the home of a local resident in Sebengkok. The participants consisted of six male students from grade 10 of a vocational high school and four adult female participants. The methods employed in this program included cultural education, hands-on weaving practice, and documentation. This community engagement activity reflects a comprehensive approach to cultural preservation while also opening economic opportunities for the local community. The program included the introduction of weaving's cultural values, basic skill training, small-scale business mentoring based on woven products, and community development efforts..

In this Community Service Program (KKN) activity, the main goal is to strengthen social solidarity among the residents through the celebration of Indonesia’s Independence Day in Penagan Ratu Village. Social solidarity is one of the key factors in maintaining harmony and togetherness within the community. However, in today’s modern era, the spirit of cooperation and mutual assistance tends to decline due to individualism and people’s busy daily routines. Therefore, the Independence Day celebration serves as a strategic moment to revive the sense of brotherhood, unity, and social awareness among the villagers. This program was carried out with the active participation of all community members, including village officials, youth organizations (karang taruna), women’s groups, children, and teenagers. Various activities were conducted such as community clean-up (kerja bakti), traditional games, art performances, and a local MSME (UMKM) bazaar. The implementation method was participatory, emphasizing the active involvement of the community in every stage. The results of the program showed a high level of community participation, stronger social bonds, and an increase in the spirit of mutual cooperation. Moreover, the event brought a positive impact through the empowerment of local MSMEs. Thus, the Independence Day celebration was not merely ceremonial, but also served as an effective medium to strengthen social solidarity, fostering a more cohesive, respectful, and socially aware community in Penagan Ratu Village.

This community service program aims to implement a service learning model in Gurindam Dua Belas learning at the Indera Perkasa Traditional Hall, Penyengat Island, as an effort to strengthen cultural literacy and character education based on local wisdom. The activity was implemented through the Real Work Lecture (KKN) program with a participatory approach involving traditional leaders, traditional hall managers, and students. The service stages included planning with partners, preparing learning materials and scenarios, implementing reading-recitation sessions and value discussions, as well as joint evaluation and reflection. The results of the activity showed an increase in participant involvement in understanding, reciting, and interpreting Gurindam Dua Belas, strengthening the function of the Indera Perkasa Traditional Hall as a cultural learning space, and enriching students' pedagogical experience in designing local wisdom-based learning. The main limitations of this program were the short duration of implementation, limited participant reach, and less than optimal use of digital media.

This study aims to analyze the improvement of students’ knowledge and the alignment of the Civic Education learning model with the characteristics of third-grade students at SDN Kadipiro. The research problem arises from the tendency of Civic Education in elementary schools to rely heavily on lecture-based instruction, which results in low student engagement and limited comprehension of abstract concepts such as rights and obligations. A descriptive qualitative approach was employed through observations, interviews, and documentation to obtain a comprehensive picture of the learning process, the instructional model applied, and classroom dynamics. The findings reveal that the teacher implemented a game-based Discovery Learning model that emphasizes exploration, categorization, verification, and independent conclusion-making by students. This model proved effective, as evidenced by 85% of students being able to understand and distinguish examples of rights and obligations in accordance with the Civic Education learning outcomes. The study also indicates that game-based learning is more compatible with the students’ predominant visual and kinesthetic learning tendencies, enabling them to maintain focus more effectively than when using traditional lecture methods. However, several challenges emerged, including variations in students’ writing literacy skills and the absence of a structured assessment rubric. These findings underscore the need for flexible instructional design, the integration of concrete learning media, and the implementation of more systematic formative assessment practices. Future research is recommended to develop differentiated instructional strategies and to utilize more diverse media to accommodate the needs of heterogeneous classrooms.