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The computer network management practice at the Sorong City Public Works and Public Housing (PUPR) Office aims to improve the technical competence of employees in understanding, operating, and maintaining computer network devices, both hardware and software. This activity was carried out through four stages: observation, socialization, training, and evaluation, with a hands-on approach that emphasized direct participant involvement as the key to competency improvement. The results of the activity showed that employees gained a better understanding of network device configuration, cable management, and the use of network support software, and were able to solve simple technical problems independently. Post-training evaluations showed a significant increase in participants' technical abilities, which had a positive impact on operational efficiency and service quality at the agency. Thus, the hands-on practice supported by intensive mentoring proved effective in developing human resource competencies in the field of computer networks and supporting digital transformation within the Sorong City PUPR environment.

The advancement of digital technology has led to the extensive adoption of social media by teenagers. Social media has become a means of communication, entertainment, and an easily accessible source of information, but its use also has various impacts on adolescent mental health. This study aims to examine the influence of social media on adolescent mental health through a literature review approach. The method used was a literature review, reviewing various scientific journals, books, and academic articles relevant to the topic of social media and adolescent mental health. The data obtained was analyzed descriptively and qualitatively to identify patterns of findings and trends in previous research. The findings of the research show that social media usage has both beneficial and detrimental effects on the mental health of adolescents. On the positive side, social media also can be means of self-expression, expanding social networks, and obtaining emotional support. However, excessive and uncontrolled social media use possesses the ability to create adverse effects, such as increased anxiety, stress, depression, low self-confidence, and impaired self-image due to social comparison. Furthermore, exposure to negative content, cyberbullying, and pressure to gain social approval also contribute to the decline in adolescent psychological well-being. The duration of use, the type of platform, and adolescents' ability to manage emotions and time also influence the level of perceived impact. Therefore, the active role of parents, educators, and the social environment is needed to provide guidance and digital literacy education so that teenagers can utilize social media sensibly. Through effective management, it is anticipated that social media can be used constructively while prioritizing adolescent mental health.

Personal financial management behavior has gained prominence amid economic globalization, digital transformation, and crisis-induced shifts that reshape individual decision-making, budgeting, saving, and risk practices. This study conducts a comprehensive bibliometric analysis to chart the intellectual structure, growth patterns, and future orientations of research in this domain. Drawing on 312 English-language publications from the Scopus database spanning 2000 to 2024, the analysis employs VOSviewer for co-authorship, keyword co-occurrence, and co-citation mapping, complemented by performance metrics on trends and productivity. Findings reveal a marked acceleration in scholarly output, particularly after 2020, driven by heightened attention to digital tools and resilience factors. Thematic clusters highlight progression from foundational literacy and demographic influences to psychological mediators (e.g., self-efficacy, attitudes) and outcomes centered on well-being and socialization. Geographic contributions concentrate in the United States and Indonesia, with strong Asia-Pacific networks, while productive authors form specialized collaborative hubs. The intellectual base integrates behavioral frameworks with empirical applications, underscoring interdisciplinary depth. These insights address fragmentation in prior work by providing a unified knowledge map, revealing gaps in cross-cultural integration and dynamic digital modeling. Implications extend to guiding targeted interventions for financial education and policy, fostering individual resilience in volatile environments. This synthesis supports scholars and practitioners in advancing evidence-based approaches to sustainable personal finance practices.

This study examines the stigma and patterns of social support in adolescents with unplanned pregnancies in Makassar in the context of the Bugis-Makassar culture that upholds the values of siri' (honor and shame). Teen pregnancy is understood as an experience influenced by the confluence of traditional values, religious morality, and modern social demands. This study used an Interpretative Phenomenological Analysis (IPA) approach on 17 adolescent girls aged 15–19 years who experienced unplanned pregnancies in June–November 2023. Data were obtained through in-depth semi-structured interviews, recorded, verbatim transcribed, and analyzed using a six-stage science process with a focus on the experience of stigma and social support. Two main themes emerged: Living Under the Shadow of Siri': Multidimensional Stigma and Navigating Social Support in the Context of Shame. Participants experienced widespread stigma in a variety of contexts, including family (serial violations and family shame), society (moral judgments and gossip), health services (discrimination of health workers), and educational environments (bullying and exclusion). Stigma is also internalized in the form of guilt and negative identity, and is especially severe in adolescents with economic limitations. Efforts to seek support are often hampered by concerns about stigma, so adolescents engage in selective disclosure and rely more on peers. Grandma is often the most accepting source of family support. These findings underscore the need for multilevel interventions that reduce community stigma, strengthen friendly and confidential health services, and develop culturally sensitive peer support networks.

The agricultural sector is a vital pillar in maintaining food security and enhancing the livelihoods of rural communities. In an effort to improve agricultural productivity, the Government of Lamongan Regency, through the Food Security and Agriculture Agency (DKPP), has implemented the Agricultural Facilities and Infrastructure Provision and Development Program. This program is designed to strengthen agricultural production capacity by supporting the availability of farming machinery, improving irrigation networks, and developing farm access roads. Despite its strategic importance, the program’s implementation continues to encounter various obstacles, including constrained budget availability, unequal distribution of agricultural facilities, reliance on rain-fed irrigation systems, substandard farm road infrastructure, and limited intensity of agricultural extension services. This research aims to examine the implementation of the Agricultural Facilities and Infrastructure Provision and Development Program in Sukodadi Village, Sukodadi District, Lamongan Regency. The study adopts a qualitative descriptive approach, utilizing data collected through in-depth interviews, direct field observations, and document review. Analysis is conducted using the Van Meter and Van Horn policy implementation framework, which emphasizes six key variables: policy standards and objectives, resource adequacy, characteristics of implementing organizations, inter-organizational communication, implementer disposition, and social, economic, and political conditions. The results reveal that although policy standards and objectives are well defined, program execution remains suboptimal due to limited resources and insufficient institutional support at the operational level. Consequently, stronger coordination among implementing actors and improved resource optimization are necessary to achieve more effective and sustainable agricultural development outcomes.  

Migrant workers are vulnerable to exploitation due to transnational and well-organized global human trafficking networks. Recently, a new modus operandi has emerged in human trafficking cases, namely recruitment under the pretext of employment in the overseas digital industry, promoted through social media and LinkedIn. Although these offers appear promising, they instead entrap migrant workers in trafficking schemes. Therefore, comprehensive case assistance involving the roles of government institutions and non-governmental organizations is urgently needed to protect victims. This study aims to examine the case assistance provided by Migrant CARE in addressing human trafficking cases in which victims are trapped as online scammers, viewed from a social welfare perspective. This research employs a descriptive qualitative approach through observation, interviews, and documentation. The findings indicate that the social interventions carried out by Migrant CARE are effective from the engagement stage through the follow-up stage. Supporting factors in the success of case assistance include proactive involvement from the government, victims, families, and the media. Meanwhile, inhibiting factors include the absence of personal documents such as passports, identity cards, and family cards, confiscation of mobile phones, and cross-national conflicts. From the individual perspective, supporting factors consist of personal resilience, courage, motivation, and skills, whereas inhibiting factors include victims’ hesitation to leave human trafficking situations due to fear of the risks involved.

This study aims to examine the historical legacy of the Sriwijaya and Majapahit Kingdoms in the context of the development of Southeast Asian civilization through a literature review approach. The study focuses on the contributions of both kingdoms in various aspects, including politics, economy, maritime activities, culture, education, and international diplomacy. Research data were obtained from primary and secondary sources, such as historical manuscripts, inscriptions, archaeological reports, and national and international scholarly publications. The findings indicate that the Sriwijaya Kingdom played a significant role as a major maritime power and an international center of Buddhist education that influenced intellectual networks across Asia. Meanwhile, the Majapahit Kingdom was prominent in developing systems of governance, law, and regional integration of the Nusantara through extensive political and trade networks. Both kingdoms not only shaped the social and cultural structures of their respective periods but also laid an important historical foundation for the formation of identity and regional dynamics in modern Southeast Asia. Therefore, the legacies of Sriwijaya and Majapahit remain highly relevant for understanding historical processes, regional integration, and the long-term development of Southeast Asian civilization.

Criminal responsibility is constructed through the elements of homicide offences, the assessment of mens rea, accomplice liability, and sentencing rationality grounded in individual culpability. In judicial practice, however, cases involving the killing of women are frequently framed at the outset through the labels of “honour” or “intimate relationship,” leading honour killing and intimate partner femicide to be treated as interchangeable categories. This practice shifts the assessment of intent toward the perpetrator’s narrated motive and narrows accountability to the last physical actor. This research aims to formulate, first, legal criteria and evidentiary indicators for distinguishing the two categories through a staged judicial classification test, and second, to assess the implications of such classification for the construction of intent, the attribution of responsibility to non-executing actors, and sentencing rationality through disciplined reason-giving. The study employs a normative legal method with a conceptual approach, based on library research of primary and secondary legal materials. The findings demonstrate that the core deficiency lies in the absence of an operational classification device, allowing honour narratives to displace structured mens rea analysis and to obscure the causal contributions of non-executors. The article proposes working definitions and a stepwise indicator-based test—focusing on the presence of determinative social pressure or sanctioning, provable role allocation within perpetrator networks, and prior threats framed in terms of honour restoration—and links these indicators to concrete doctrinal consequences for intent, accomplice liability, and sentencing. Through this framework, judicial reasoning is redirected from label-driven interpretation toward accountability, while restraining the use of honour as a mitigating rationale and preventing femicide patterns from being concealed by reputational narratives.

This study aims to analyze the role of Gujarat, India, as a major hub in the dynamics of the Islamization of the Indonesian Archipelago (Nusantara) and its impact on the formation of a distinctive Southeast Asian Muslim identity. This research employs a library research method by examining various primary and secondary sources, including historical manuscripts, travel accounts, archaeological findings, and relevant scholarly books and journal articles. The findings indicate that the arrival and spread of Islam in the Nusantara around the thirteenth century were strongly influenced by Muslim traders from Gujarat, who functioned not only as economic agents but also as carriers of religious and cultural values. The process of Islamization occurred relatively peacefully through trade networks, intermarriage, Islamic education, and political alliances with local rulers. The dominance of Sufistic teachings, which were adaptive and accommodative to local cultural traditions, facilitated a process of cultural inculturation that enabled Islam to be accepted without significant social conflict. This interaction produced a moderate and syncretic form of Islam, reflected in religious practices, local traditions, and Islamic architectural forms across the region. The study concludes that the Islamization of the Nusantara was a continuous process of cultural dialogue that shaped a tolerant, contextual, and harmonious Muslim identity in Southeast Asia, distinguishing it from Middle Eastern Islamic traditions.

The training on computer network cabling conducted in schools serves not only to enhance students’ technical competencies but also functions as a strategic medium for developing collaborative attitudes, technological independence, and religious social harmony. Based on the community service activities carried out at SMA Negeri 3 Kota Sorong, the training integrated LAN cabling practice, the introduction of network devices, and guided sessions through observation, socialization, practicum, and evaluation. Throughout these stages, students gained direct experience in crimping, attaching RJ-45 connectors, testing cables with LAN testers, and simulating network configurations, which collectively strengthened their technical mastery. From the perspective of the sociology of religion, the training created a shared learning environment where students of diverse religious backgrounds collaborated equally in completing collective technical tasks. Values such as mutual respect, cooperation across differences, and social solidarity were visibly demonstrated as students helped one another in solving cabling-related challenges. Evaluation results indicate that participants became more independent in completing technical tasks and more open in communicating and interacting with peers of different beliefs. These findings emphasize that technology training can serve as a constructive medium for fostering religious social harmony and character building through practical experiences and meaningful social interaction.

This research aims to analyze the implementation of the "Jalak Wadul Mas" (Jawa Timur Layanan Pengaduan Warga dan Dukungan Masyarakat/East Java Citizen Complaint Service and Community Support) innovation program in improving the welfare of people with social welfare problems (PMKS) in East Java Province. The Social Service of East Java Province developed this program as an integrated digital platform for complaint handling, social assistance distribution, and empowerment of vulnerable groups. Using the policy implementation theory from Edward III, this study examines four critical factors: communication, resources, disposition, and bureaucratic structure. This qualitative research employs a descriptive approach, with data collected through in-depth interviews, observation, and documentation at the Social Service of East Java Province during June-August 2025. Informants include program managers, field social workers, PMKS beneficiaries, and community stakeholders. The results indicate that the Jalak Wadul Mas program has successfully served 45,678 PMKS across 38 districts/cities in East Java, with a 78% complaint resolution rate and average response time of 3 working days. The program integrates multiple services, including emergency assistance, rehabilitation referrals, skills training, and economic empowerment. Key success factors include strong leadership commitment, adequate technology infrastructure, and collaborative networks with community organizations. Challenges remain in human resource capacity, internet connectivity in remote areas, and cross-sectoral coordination. This study recommends strengthening digital literacy training for beneficiaries, expanding mobile service units, developing real-time monitoring dashboards, and establishing sustainable funding mechanisms.

This research aims to analyze the implementation of the Protection and Rehabilitation Service Program for Juvenile Delinquents in Surabaya City, conducted by the Social Service of East Java Province. Juvenile delinquency remains a significant social problem requiring comprehensive intervention through protection and rehabilitation approaches rather than punitive measures. Drawing on George C. Edward III's policy implementation theory, this study examines four critical factors: communication, resources, disposition, and bureaucratic structure. This qualitative research employs a descriptive approach, with data collected through in-depth interviews, observation, and documentation at the Social Service of East Java Province during June-August 2025. Informants include program managers, social workers, psychologists, beneficiaries of the juvenile delinquency program, and their families. The results indicate that the program has successfully served 1,247 juvenile delinquents through integrated services, including psychological counseling, skills training, family therapy, and social reintegration support. The communication dimension shows effective coordination between provincial and city-level agencies, though information dissemination to communities needs improvement. Resource adequacy is generally sufficient with 35 certified social workers, adequate facilities, and an annual budget of Rp 3.2 billion. The disposition of implementers demonstrates a strong commitment to child-centered approaches. Clear SOPs and inter-agency collaboration protocols support the bureaucratic structure. The program achieves 72% successful rehabilitation rate with 68% of beneficiaries returning to formal education or productive activities. Challenges remain in stigma reduction, family involvement, and post-rehabilitation monitoring. This study recommends strengthening community-based prevention, expanding vocational training options, developing peer support networks, and establishing sustainable aftercare mechanisms.

This community service activity was carried out to overcome the problem of open and uncontrolled internet networks at SMK Islamiyah Serua. This condition poses security risks as well as inefficient bandwidth usage. The solution offered is the implementation of a network gateway system with a user-friendly web-based login portal, so that internet access can be limited only to educators through an authentication mechanism. The implementation method includes needs analysis, system design, implementation using MikroTik RouterOS and HTML/CSS/JavaScript-based web portals, system trials, and socialization to schools. The results showed a significant improvement in network security, bandwidth usage efficiency, and ease of access for teachers. In addition, this activity also increases educators' understanding of the importance of network security in supporting the learning process. The implementation of this system provides sustainable benefits for schools, both from a technical and educational perspective, because it is able to create a safer and more controlled digital environment. Thus, this community service activity not only solves technical problems, but also contributes to improving the quality of educational services at SMK Islamiyah Serua.

Graph theory as a branch of discrete mathematics has experienced significant development in its application to modern complex network systems, particularly in digital social networks and transportation systems. This research aims to analyze fundamental concepts of graph theory, examine characteristics of cycle detection algorithms along with their computational complexity, investigate their application in digital social network analysis, and explore their implementation in digital transportation system optimization. The research method employs a qualitative approach with library research focusing on scientific literature from 2020-2025 period from accredited academic databases such as Scopus, Web of Science, and IEEE Xplore, utilizing thematic analysis techniques to identify meaningful patterns from the examined literature. Research findings indicate that fundamental graph theory concepts including vertices, edges, and graph classifications form the foundation for relational structure modeling. Cycle detection algorithms such as Depth-First Search, Union-Find, and Tarjan demonstrate effectiveness with O(V+E) complexity for large-scale graphs. Applications in digital social networks facilitate community identification through Multi-View Clustering, centrality analysis for influencer detection, and understanding viral information dissemination patterns. Implementation in digital transportation systems demonstrates route planning optimization using Dijkstra and Bellman-Ford algorithms, vulnerability analysis through articulation point and bridge identification, and bottleneck detection with betweenness centrality. The research concludes that integration of graph theory in discrete mathematics education enhances critical thinking skills and real-world application understanding, with recommendations for algorithm development for massive dynamic graphs and machine learning integration in graph algorithm optimization.

Socio-economic challenges faced by tuberculosis (TB) survivors in Indonesia remain substantial, particularly stigma that restricts employment opportunities and hinders social reintegration. This community service program aimed to strengthen the economic capacity of TB survivors through a community-based empowerment approach and health information dissemination via social media. The program involved a TB survivor community in the partner area of the Lampung Sehat Initiative. A participatory method was applied through entrepreneurship training, digital content production assistance, and the distribution of health education materials using Instagram, TikTok, and YouTube. The results indicate that social media was effective not only as a platform for health education but also as a promotional tool for participants’ micro-business products. In addition to improving public literacy regarding TB, social media contributed to stigma reduction by delivering positive narratives and reinforcing the collective identity of the survivor community. The program also encouraged behavioral change, supported the emergence of local leadership, and expanded participants’ social and economic networks. These findings suggest that integrating social media into community-based empowerment initiatives can serve as a social transformation strategy that enhances the sustainability of economic development and social support for TB survivors.

This research focuses on the design and evaluation of a novel parallel graph optimization algorithm incorporating dynamic load balancing (DLB) to address inefficiencies in heterogeneous computing environments. Large-scale graph optimization problems, such as those in social networks, bioinformatics, and transportation systems, often suffer from computational imbalances when using traditional static load balancing approaches, leading to underutilized resources and prolonged execution times. The primary objective of this research is to develop an algorithm that can dynamically adjust workload distribution across processors, enhancing computational efficiency and scalability. The proposed method combines heuristic techniques, including region expansion and multilevel partitioning, with diffusive load balancing strategies to minimize inter-processor communication overhead. Experimental results demonstrate that the proposed algorithm reduces execution time by up to 40% compared to static methods, with optimized resource utilization and more balanced workload distribution. The scalability of the algorithm is also evident, as it adapts effectively to increasing problem sizes and processor counts. These findings suggest that dynamic load balancing is crucial for improving parallel graph optimization in real-world applications. Future work will focus on further enhancing the algorithm’s responsiveness to rapidly changing workloads and expanding its applicability to additional domains.

This study is motivated by the crucial role of government public relations in managing effective communication in the digital era, particularly through cooperation with online media to ensure public information is delivered widely, accurately, and credibly. The research aims to analyze the implementation of media relations strategies carried out by the Public Relations Office of the South Tangerang City Social Service, focusing on three main aspects: managing media relations, developing information dissemination strategies, and building cooperative networks with online media. This study employs a qualitative approach using descriptive methods, with data collected through in-depth interviews and documentation. The theoretical framework is based on Yosal Iriantara’s (2019) media relations strategy, which emphasizes relationship management, communication strategies, and network development. The findings indicate that media relations are implemented through formal and informal communication, openness to media needs, the preparation of informative and community-oriented content, and continuous formal and informal collaboration with online media. Overall, the implementation of media relations strategies contributes to building a positive institutional image and enhancing public trust, although challenges remain, including limited advertorial budgets and human resource constraints.

The phenomenon of the economic spending patterns of FISH students at Jakarta State University living in the Daksinapati, Pemuda, and Rawamangun Muka areas reflects the socio-economic dynamics of out-of-town students adjusting to independent living in a big city. This study employed a qualitative descriptive approach through in-depth interviews with five informants living in three different boarding houses. The analysis was conducted using Mark Granovetter's (1985) Embeddedness theory, which emphasizes that individual economic actions are always embedded within social networks, norms, and interpersonal relationships that shape their consumption decisions. The results show that student spending is influenced not only by primary needs such as rent, food, and transportation, but also by social relationships within the boarding house and campus, which give rise to latent expenditures such as hanging out, pooling activities, organizational solidarity, and peer lifestyle demands. Thus, the consumption patterns of out-of-town students are not merely individual economic activities but also social mechanisms reflecting the process of adaptation, solidarity, and efforts to maintain integration within the social environment they inhabit.

The transition period from adolescence to early adulthood is marked by a search for identity and life direction, which often triggers a quarter-life crisis among Gen Z students. This qualitative research with a case study approach explores how peer social support helps Gen Z students navigate the quarter-life crisis in the Social Youth Community. The findings reveal that students experience seven dimensions of the quarter-life crisis: difficulty in making decisions, loss of hope, negative self-perception, feeling stuck, restlessness, psychological stress, and excessive anxiety. Peer social support is manifested in three ways: affective assistance through empathetic listening, informative support through advice and guidance, and tangible help through physical presence and time commitment. The perceived benefits include feeling valued, emotional strength through care and affection, peace of mind that reduces restlessness, and an understanding of friendship networks that foster optimism. This research contributes to the development of a peer-based mentoring approach in higher education to effectively help Gen Z cope with the quarter-life crisis.

Poverty remains a multidimensional crisis requiring holistic interventions that integrate spiritual and economic dimensions. This study aims to analyze forms of spiritual support in pastoral counseling for the poor and identify mechanisms through which such support contributes to the sustainability of economic empowerment programs. Using a qualitative approach with systematic literature review, data were collected from academic journals, theological texts, and previous research published between 2006-2025, analyzed through thematic content analysis. The findings reveal five integrated forms of spiritual support: spiritual-theological support for restoring meaning and hope, transformative psychosocial accompaniment integrating counseling techniques with faith values, communal empowerment based on Christian values creating sustainable support ecosystems, practical life skills guidance and economic capacity development, and advocacy facilitating access to structural resources. These forms contribute to sustainability through five mechanisms: mindset transformation from helplessness to self-agency, strengthening resilience and adaptive capacity, forming social networks and social capital, integrating Christian values in work ethics, and establishing continuous mentoring systems with participatory evaluation. This study confirms that spiritual support is an essential element determining the long-term success of economic empowerment programs for the poor.