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Showing 21 articles found for "Bridging"

Bridging The Digital-Physical Divide: Transfer Learning For Unified Threat Correlation in Converged IT/OT/IOT Ecosystems

Dzreke, Simon Suwanzy
Abstract: The increased integration of operational technology (OT), Internet of Things (IoT), and business IT systems has allowed sophisticated attackers to circumvent isolated security features and launch cross-platform assaults.… Current fragmented techniques, with discrete detectors monitoring Modbus, Kubernetes, MQTT, or other domain-specific protocols, cannot handle cross-system risks. These methodologies overlook 68% of multi-vector marketing that uses both physical and digital channels. This study introduces a transfer learning architecture to integrate detection capabilities by correlating threats across protocols, devices, and settings. The architecture generates a unified feature space that extracts behavioral semantics from industrial control system logs, cloud telemetry, network traffic, and device-level signals to produce protocol-agnostic threat representations. Adversarial domain adaptation and semantic graph embeddings enable cross-domain knowledge transfer with minimum retraining. Security teams may now discover kill chains like infected cloud containers preceding illegal PLC command execution every 23 minutes. Validated against real-world attack datasets from water treatment facilities (OT) and cloud infrastructure (IT), the system achieved 93.4% cross-platform attack recall, a 41.3 percentage point improvement over prior methodologies. It reduced OT data labeling by 89% and false positives by 93.5%. This paradigm shift transforms threat correlation from a reactive, domain-specific process to adaptive intelligence, boosting resilience for critical infrastructure, industrial ecosystems, and smart environments facing cyber-physical hazards. The framework's practical validation in energy, industry, and vital infrastructure shows its importance in protecting an increasingly linked world.

BRIDGING THEORY AND PRACTICE IN ISLAMIC ECONOMICS: A PRISMA-BASED SYSTEMATIC REVIEW ON ZAKAT, WAQF, AND ISLAMIC SOCIAL FINANCE FOR WELFARE ENHANCEMENT

Ekawaty, Marlina, Hanafiansyah, Mochammad Rizki
Abstract: Islamic economics operates as a normative framework prioritizing social justice, equitable wealth redistribution, and collective wellbeing. Despite its robust philosophical foundations, empirical consensus regarding how… these tenets translate into measurable welfare outcomes across heterogeneous developing nations remains highly fragmented. This study addresses this critical gap by executing a systematic literature review guided by the PRISMA 2020 statement to synthesize empirical evidence on the operationalization of Zakat, Waqf, and Islamic Social Finance (ISF) as structural instruments for poverty reduction. Departing from traditional descriptive reviews, this paper introduces an original analytical taxonomy that maps the operational mechanics of ISF against micro-level and macro-level development outcomes. Based on a rigorous multi-stage screening of peer-reviewed empirical studies published between 2020 and 2025 across emerging economies, a final synthesized sample of $n = 10$ high-quality primary articles was evaluated. The qualitative narrative synthesis reveals that integrated ISF instruments exert a structurally positive impact on poverty alleviation, income optimization, and socio-economic empowerment, particularly when embedded within digital financial ecosystems and formal financial inclusion frameworks. However, the analysis uncovers substantial outcome heterogeneity, demonstrating that welfare efficacy is highly conditional upon institutional governance quality, targeting accuracy, and localized implementation designs. The structural novelty of this research lies in its empirical crystallization of the explicit boundary conditions under which normative faith-based capital successfully disrupts poverty traps, offering an evidence-based operational blueprint for policymakers and Sharia social institutions in the Global South.

SERVICE LEARNING IN STRENGHTHENING INNOVATION, AUTHENTICITY, AND BRANDING OF HONEY PRODUCTS AT B-B TOWN SDN. BHD., MELAKA, MALAYSIA

Satriadi, Satriadi, Armansyah, Tubel Agusven, Nilasari, Ratna Putri, Irmawati, Irmawati, Yuliza, Mai
Abstract: This service-learning activity was conducted to address the challenges faced by the local business Rumah Madu in Melaka, Malaysia, specifically in maintaining product authenticity, developing innovation, and strengthening… g branding strategies amidst global market competition. The solution implemented involved a service-learning approach through instructional sessions and direct observation with business managers to understand the production process, marketing strategies, and quality management practices. The purpose of this activity was to identify innovation and branding practices rooted in the authenticity of local products, as well as to provide academic contributions through the application of management theories in real MSME contexts. This program also contributed to the partner by preparing business development recommendations based on innovation and digital marketing. The findings reveal that product innovation utilizing local bee biodiversity, the implementation of ISO-standard quality systems, and the use of digital media have strengthened the brand image and competitiveness of Rumah Madu. This experience demonstrates that service learning serves as an effective approach in bridging academic learning with the enhancement of local business capacity in a sustainable manner.

RELIGIOUS MODERATION IN PUBLIC SERVICE POLICY: BRIDGING BUREAUCRATIC NEUTRALITY AND SOCIAL HARMONY IN INDONESIA

Abdul Hafith, Abdul Malik, Winengan
Abstract: Religious moderation serves as a fundamental principle in the context of public service in Indonesia, where religious, cultural, and ethnic diversity demands fair, inclusive, and civilized governance. This study aims to… analyze the role of religious moderation in public service policy in Indonesia, particularly in bridging the relationship between bureaucratic neutrality and social harmony within a multicultural society. To date, studies on religious moderation have largely focused on education and interfaith dialogue, while the dimensions of public policy and bureaucratic culture remain underexplored. Using a qualitative approach through policy analysis and literature review, this research examines how the values of religious moderation tawasuth (balance), tasamuh (tolerance), ‘adl (justice), and musawah (equality) can be integrated into an inclusive, fair, and ethical public service system. The findings indicate that the internalization of moderation values within public policy can strengthen governmental ethics, enhance public trust, and reinforce social cohesion amid diversity. This study also proposes a conceptual model called Moderation-Based Public Service Governance (MBPSG) as a new framework for public service management grounded in the values of religious moderation, balancing administrative efficiency with social justice.

BRIDGING DOCUMENTATION GAPS IN ELECTRONIC MEDICAL RECORDS: AN ANALYSIS OF INCOMPLETE MEDICAL ASSESSMENTS AND THEIR CONSEQUENCES FOR INA-CBGS REIMBUREMENT

Ika Setya Purwanti, Made Wahyu Aditya
Abstract: Electronic Medical Records (EMR) are designed to improve service quality, documentation accuracy, and administrative efficiency, including reimbursement through the Indonesian Case-Based Groups (INA-CBGs). However, incomplete… plete medical assessments remain a challenge, potentially leading to service gaps and reduced hospital claims. This qualitative descriptive study was conducted at Dharma Yadnya General Hospital, Denpasar, which has fully implemented EMR since 2024. Data were obtained through in-depth interviews with five informants: two medical record officers, the head of the emergency nursing unit, the head of the inpatient nursing unit, and the head of the medical record department. Data analysis used the 3M framework: Man, Method, and Material. From the Man aspect, heavy workloads of doctors and the lack of administrative support staff often caused delays and incomplete documentation. From the Method aspect, although Standard Operating Procedures (SOPs) and system reminders existed, monitoring relied mainly on manual follow-ups via WhatsApp groups, limiting effectiveness. From the Material aspect, the EMR system was user-friendly and supported by weekly vendor maintenance, but occasional network disruptions and insufficient administrative staff still hampered real-time documentation. Incomplete medical assessments in EMR directly affect INA-CBGs claims, especially when comorbidities, complications, or procedures are not recorded, resulting in under-coding and reduced reimbursement. Strengthening human resources, enforcing SOPs, and improving system support are essential to ensure documentation completeness, service quality, and financial sustainability

ANALYSIS OF CUSTOMER RETENTION STRATEGIES FOR SMALL AND MEDIUM-SIZED FRIED CHICKEN BUSINESSES IN JAKARTA: THE MEDIATING ROLE OF CUSTOMER SATISFACTION BASED ON PRODUCT QUALITY, SERVICE

Anindita Fadhillah
Abstract: The height competition in the sector business Micro, Small and Medium Enterprises (MSMEs) fried chicken in Jakarta demands perpetrator business for improve retention strategies customers, one of them through increased purchase… rchase interest repeat. Research This aim analyze influence quality products, service quality, and systems payment on purchase interest repeat, with satisfaction customer as intervening variables. Research quantitative this use Structural Equation Modeling (SEM) approach based on Partial Least Squares (PLS) with sample of 100-150 respondents MSMEs fried chicken customers in Jakarta. Test results hypothesis show that satisfaction customer own significant and positive influence​ on purchase interest repeat. Next, quality products and systems payment proven in a way direct influential positive and significant to satisfaction customers. Meanwhile that, variable quality products, service quality, and systems payment no show influence significant direct​ on purchase interest repeat. Findings this indicates that satisfaction customer play a role important as variables mediation. Strategy to increase purchase interest repeat must focused on efforts reach customer satisfaction. this is can achieved with maintain quality superior products (especially​ consistency of taste and texture), provides quality good service, as well as ensure system efficient and diverse payments. With​ thus, satisfaction customer is key main bridging​ influence quality products, service quality, and systems payment on purchase interest repeat to MSMEs fried chicken customers in Jakarta.

BRIDGING FINANCIAL AND DIGITAL COMPETENCES WITH INVESTMENT RISK THROUGH THE MEDIATING POWER OF INFORMATION DISCLOSURE

Indrasari, Elizabeth Sastrina, Soma, Abdul Mukti
Abstract: Digital technologies are changing rapidly, and this has changed the financial services industry, especially how people decide where to invest their money. This study looks at how digital literacy, financial literacy, and… fear of missing out (FOMO) affect how much risk young investors are willing to take when investing with information disclosure as a mediating variable. The research data is taken from 447 investors of Gen Y and Z in West Java and used Partial Least Squares-Structural Equation Modeling (PLSSEM). The results show that being financially literate makes people more likely to search for financial information, but it also makes them less willing to take risks when investing. This suggests that people who know a lot about money are more careful when they invest. On the other hand, FOMO has a positive effect on both information searching and risk tolerance, showing how emotions can affect people online. Digital literacy helps people be more willing to take risks, but it does not have a big effect on how much information they search. These results show how important cognitive and emotional factors are in determining how people act when it comes to IT-driven finances. The study helps with responsible digital transformation by showing how important it is for individuals to be ready to navigate fintech ecosystems. It also gives regulators, platform providers, and educators ideas on how to promote more informed and resilient investment practices.

BRIDGING CULTURES: THE IMPACT OF BAHASA INDONESIA ON INTERNATIONAL LEGAL DIPLOMACY

Sudarsana, I Wayan Alit, Manual Selvaraj Bexci
Abstract: This research explores the role of Bahasa Indonesia in shaping international legal diplomacy through a doctrinal legal analysis. By examining primary legal sources, such as treaties, diplomatic correspondences, and international… national agreements involving Indonesia, alongside secondary sources including scholarly articles, legal commentaries, and historical analyses, this study aims to uncover how Bahasa Indonesia functions as a diplomatic tool in legal contexts. The research critically analyses the extent to which language can bridge cultural and legal divides, enhance mutual understanding, and influence the negotiation and interpretation of international agreements. By situating Bahasa Indonesia within broader legal and diplomatic frameworks, this study offers insights into the intersection of language, culture, and law on the global stage, highlighting the strategic importance of linguistic identity in international legal diplomacy.

Pengelolaan Sesi Latihan Bola Voli: Rencana Mikro, Monitoring Beban, dan Recovery

Sahabuddin
Abstract: The management of volleyball training sessions among collegiate athletes faces complex challenges due to the lack of integrated scientific approaches, which may reduce training effectiveness and increase the risk of fatigue… gue and injury. This study addresses the suboptimal implementation of periodization-based microcycle planning, training load monitoring, and recovery strategies within a unified system. The objective of this research is to examine the effectiveness of an integrated training management model in improving athletes’ performance and physiological condition. A quasi-experimental method with a pretest–posttest control group design was employed, involving 40 collegiate athletes over an eight-week period. The results indicate that the experimental group showed significant improvements in countermovement jump by 12.2% and spike reach by 3.1%, accompanied by a reduction in sRPE by 11.5% and an increase in recovery scores by 22.5%, while the control group demonstrated no meaningful changes. These findings suggest that the integration of microcycle planning, internal and external load monitoring, and structured recovery strategies enhances physiological efficiency, neuromuscular adaptation, and the sustainability of athletic performance. The study concludes that the integrated training management model is more effective than conventional approaches as it enables objective and systematic control of training intensity. The novelty of this research lies in the development of an integrated training session management model that combines three key components in an applicable, practical, and context-appropriate manner for collegiate athletes, thereby bridging the gap between sport science theory and coaching practice.

The Subtextual Significances of Pragmatic Equivalence in Translating Humor

Ni Nyoman Sarmi, Rommel Utungga Pasopati, Dyah Ayu Ratna Jelita, Yoshua Veron Handika Putra Siadari, Agischa Putri Agil, Muhammad Daffa Firzatullah
Abstract: This article examines the importance of pragmatic equivalence in translating humor, a crucial yet often challenging aspect due to humor’s deep reliance on cultural context, implicature, and audience interpretation. Pragmatic… gmatic equivalence emphasizes the conveyance of implicit meaning through communication principles such as those proposed by Grice, where coherence takes precedence over mere lexical and grammatical cohesion. In humor translation, coherence refers to the interconnectedness of meaning based on shared context and knowledge between the author and the audience, rather than simply the structure of sentences. However, humor is inherently ambiguous and open to multiple interpretations, making its meaning not always directly transferable. A single mistranslated element can alter the entire comedic effect, as humor is often highly culture-specific. In this case, the translator’s role extends beyond language transfer to bridging the knowledge gap that the target audience might have, sometimes at the cost of the humor’s spontaneity. This challenge creates a dilemma between preserving natural comedic effect and delivering accurate meaning. As a result, humor translation often leans toward either overly literal or overly liberal approaches, each with the risk of losing essential nuance. Therefore, pragmatic equivalence involves more than just finding corresponding meanings; it also requires sensitivity to the social and cultural contexts that shape audience responses. The novelty of this study lies in its focus on the unique complexity of humor translation, making it a valuable contribution to the fields of literary studies, linguistics, and translation studies.