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Purpose –This article aims to examine Territorial Defense Management (TDM) as an adaptive defense strategy in the contemporary era, with a focus on the synergy of UAV–sensor fusion–C2 technologies, whole-of-defense cyber orchestration and strengthening community resilience in facing multidimensional threats. Design/methodology/approach –This study employed a Systematic Literature Review (SRB) approach, using scientific literature sources from 2021–2025 from Scopus, IEEE, Springer, ScienceDirect, Garuda, and ResearchGate. Thirty-one primary articles were selected through rigorous screening and then analyzed using thematic coding and data triangulation to ensure the validity of the findings. Findings –The study results show that: (1) UAVs with sensor fusion increase the effectiveness of regional surveillance, although they require a counter-UAV system and good spectrum governance; (2) whole-of-defense cyber is proven crucial with the support of threat intelligence, territorial cyber operations centers, and AI for anomaly detection and automated response; (3) community resilience strengthens defense through emergency communications, early warning systems, and community participation in joint training with authorities. Practical implications –The effectiveness of MPT can be enhanced through standardization of IoMT architecture across the military services, counter-UAV and cyber exercises at the regional level, and the development of quantitative metrics to measure community resilience linked to military-level readiness. Originality/value –This article contributes by integrating technology, cyber, and community perspectives into a single adaptive MPT framework, thereby strengthening deterrence, rapid response, and socio-technological resilience. This approach is relevant for strengthening Indonesia's modern defense doctrine.

In the following qualitative research, we identified the relationship of architectural styles based on Javanese Culture. The church displays a unique form of architectural acculturation from the church in general which adheres to the European Gothic style. Based on the results of the analysis, the aesthetics of the building combine the architectural style of Rome, namely wide-span buildings and flat domes with local Javanese architecture. The embodiment of Javanese culture is clearly seen in the interior in the form of reliefs and brick materials. The concept of space also puts Javanese architecture in the form of a courtyard without chairs like a Javanese Joglo house. The acculturation functions as an image of local culture so that it is maintained and makes the congregation feel comfortable and dissolve with the atmosphere of the place of worship. The presence of local cultural elements in the church building also shows respect for the values of traditional wisdom without losing the identity of Christianity itself. In addition, the combination of architecture shows that houses of worship can be designed as an inculturative space that is able to bridge the spiritual needs as well as the emotional needs of the congregation. Thus, the church building is not only a place of worship, but also a symbol of harmony between faith and culture in people's lives.

Clothing is not only a primary clothing worn as body protection in everyday life, but has developed into clothing as a work of art. One of them is clothing designed for a big event with certain friends such as carnival or carnival clothing. Carnival costumes are designed to display creativity, joy, and cultural diversity. The design is often inspired by local cultural elements, such as mythology, flora, fauna, or traditional symbols. Carnival costumes are made of various materials, such as cloth, feathers, sequins, glitter, and others. This clothing is made to create a striking, beautiful, and eye-catching appearance. The author considers the historical background, mythology, architecture, and local culture related to temples in Indonesia, can produce carnival costumes that are not only visually appealing, but also rich in meaning and cultural values. The general objective of this study is to determine how the Development of Carnival Costumes with Prambanan Temple Architectural Inspiration. The method used is using the Research and Development (R&D) approach through the ADDIE development model. Each stage of ADDIE (Analysis, Design, Development, Implementation, and Evaluation) is used to systematically direct the costume creation process, from identifying needs to evaluating the final results. Determining factors such as measurements, errors, and weight of the clothing. Ergonomic design will allow carnival participants to move freely and comfortably.

The limited urban land in Greater Jakarta demands the emergence of a residential approach that is more adaptive to the growing needs of space. This study examines the application of the concept of a growing house in the residence of Rumah Swatantra by Studio Dasar. The research method uses a qualitative-descriptive approach through literature studies and direct interviews with the designer architects. The results of the study show that the application of modular patterns and concrete hollow infill structure systems provides the flexibility of space growth without the need to dismantle the basic structure. The process of space growth occurred gradually following the development of the family from 2017 to 2024, and showed that the quality of space can still be maintained even though the building is built in stages. These findings confirm that the concept of growing houses can be an alternative strategy for sustainable housing in urban areas that experience limited land. In addition, this study highlights the importance of careful spatial planning from the early stages of development so that spatial expansion can be carried out efficiently, measurably, and in harmony with the needs of residents. This approach not only improves the comfort and functionality of the space, but also minimizes construction waste and future renovation costs.

Maritime safety is a fundamental aspect of the sea transportation system and plays a crucial role in supporting the smooth operation of trade, tourism, and community mobility between islands. Ensuring safety is not only dependent on the technical condition of vessels but also on the effectiveness of supervision and operational management at ports. This study aims to analyze the influence of ship traffic, ship document inspection, and vessel seaworthiness on maritime safety at Tanjungpinang Port. The research employed a quantitative approach, with data collected through questionnaires distributed to port officers, ship captains, and crew members, as well as field observations to strengthen empirical findings. The collected data were analyzed using SPSS software through validity tests, reliability tests, and multiple linear regression analysis to determine the relationship and contribution of each variable. The results indicate that all three variables ship traffic, document inspection, and vessel seaworthiness have a positive and significant influence on maritime safety. These findings suggest that proper ship traffic management, orderly administrative inspections, and ensuring that vessels are seaworthy play essential roles in reducing the risk of accidents at sea. This study provides practical implications for port authorities and the Ministry of Transportation, particularly in strengthening supervision systems, improving inspection quality, and enhancing maritime safety management in the Riau Archipelago region, especially at Tanjungpinang Port

Digital transformation in higher education requires an information system that is able to manage academic processes effectively, including the management of students' final projects. At Stella Maris University Sumba, the process of registering titles, guidance, and archiving of final projects is still carried out manually, causing various obstacles, such as administrative delays, difficulties in monitoring the progress of guidance, and the risk of data loss. This research aims to design and implement a web-based information system that supports the process of submitting titles, guidance management, uploading documents, and storing final project archives in the form of a digital data bank. The development method used is a software engineering approach with the stages of needs analysis, designing using UML, implementation, and system testing. The system is built with a three-layer architecture that features document management and role-based access control to ensure data security and integrity. The results of the black-box test showed that all system functions were running as needed, while the usability evaluation using the System Usability Scale (SUS) questionnaire resulted in a score that indicated the system was feasible to use. The implementation of this system has been proven to increase administrative efficiency, simplify the guidance process, and provide a structured thesis repository that supports academic transparency and accountability. Thus, this information system is expected to be a sustainable solution in the management of final projects as well as a model for the development of academic digitalization in higher education.

Maritime safety is a crucial aspect and occupies a central position in all maritime operations, especially for Indonesia as an archipelagic country that heavily relies on sea transportation. A lack of knowledge about safety tends to result in material loss, medical issues, and loss of life, demanding extra attention as the number of maritime accidents increases. This study aims to analyze the influence of independent variables on Shipping Safety (Y) at the Tanjung Emas Semarang Port Authority Office (KSOP). The independent variables tested are Crew Resources (X_1), Telecommunication Equipment (X_2), and Pilotage (X_3). Using a quantitative approach with Multiple Linear Regression analysis on 100 respondents (operational staff and captains), the F-test results confirm that X_1, X_2, and X_3 simultaneously have a positive and significant effect on Shipping Safety. Furthermore, the T-test results show that Telecommunication Equipment (X_2) has the highest and most dominant influence compared to other variables in affecting Shipping Safety. The Adjusted R^2 value of 0.619 indicates that 61.9% of the variation in Shipping Safety can be explained by these three factors. This finding provides empirical validation emphasizing the technological imperative in modern port risk management, guiding policies toward prioritizing investment in communication devices to enhance maritime safety performance.

This systematic literature review examines the effectiveness of game-based learning (GBL) interactive e-modules in improving students' learning concentration. The study synthesizes the findings from eight research articles published between 2012 and 2025. The analysis reveals that GBL-based e-modules significantly enhance learning motivation, with validity rates ranging from 90% to 99%. Additionally, the use of interactive platforms such as Wordwall, Gimkit, and other digital tools effectively supports various learning styles, particularly visual and kinesthetic learners. The review highlights that student engagement levels improve significantly, ranging from 67.42% to 87.12%. Furthermore, these e-modules positively impact learning outcomes, providing a more engaging and interactive approach to education. By integrating gamification elements, the e-modules create a dynamic and motivating learning environment that fosters better concentration and focus among students. The review concludes that GBL-based e-modules are an effective educational strategy, particularly in geography education at the high school level. These tools not only engage students in a fun and interactive manner but also improve their ability to focus, leading to enhanced learning experiences. As a result, incorporating GBL-based e-modules in educational practices can contribute to better learning concentration and overall academic performance.

The use of Search-Based Software Engineering (SBSE) for optimizing software architecture has evolved from fully automated to interactive approaches, integrating human expertise. However, current interactive tools face limitations: they typically support only single decision-makers, confine architects to passive roles, and induce significant cognitive fatigue from repetitive evaluations. These issues disconnect them from modern, team-based software development, where collaboration and consensus are crucial. To address these shortcomings, we propose "ArchEvolve," a novel framework designed to facilitate collaborative, multi-architect decision-making. ArchEvolve employs a cooperative coevolutionary model that concurrently evolves a population of candidate architectures and distinct populations representing each architect's unique preferences. This structure guides the search towards high-quality consensus solutions that accommodate diverse, often conflicting, stakeholder viewpoints. An integrated Artificial Neural Network (ANN) serves as a preference learning module, trained on explicit team feedback to act as a surrogate evaluator. This active learning cycle substantially reduces the number of required human interactions and alleviates user fatigue. Empirical evaluation on two industrial case studies (E-Commerce System and Healthcare Management System) compared ArchEvolve to a state-of-the-art interactive baseline. Results indicate that ArchEvolve achieves statistically significant improvements in both solution quality and consensus-building. The preference learning module demonstrated over 90% accuracy in predicting team ratings and reduced human evaluations by up to 46% without compromising final solution quality. ArchEvolve provides a practical, scalable framework supporting collaborative, consensus-driven architectural design, making interactive optimization a more viable and efficient tool for real-world software engineering teams by intelligently integrating cooperative coevolutionary search with a preference learning surrogate.

APIs (Application Programming Interfaces) have become a key component in the development of modern digital products and the transformation of cloud-based services. Its ability to provide structured access to data and enable cross-platform integration makes APIs at the core of the enterprise's digital architecture. However, the high level of API openness poses increasingly complex security challenges, including potential data exploitation, injection attacks, credential misuse, and exploitation of business logic loopholes. This article examines the strategic role of APIs in the digital ecosystem, analyzes the operational risks that arise from API exposure, and evaluates the effectiveness of basic defense mechanisms such as API Gateways and Web Application Firewalls (WAFs). The findings of the study show that while both solutions play an important role in controlling access, filtering, and mitigating attacks at the surface layer, they have not been able to provide comprehensive protection against modern API threats that are dynamic, distributed, and often exploit weaknesses at the application and business logic levels. Therefore, a more holistic, layered, and sustainable API security approach is needed, including anomalous behavior detection, API abuse protection, and real-time monitoring to maintain the integrity and reliability of digital services.  

This journal discusses the archive storage and maintenance system at the Lirik District Office, Indragiri Hulu Regency, using qualitative methods. The results of the study indicate that the archive storage system at the Lirik District Office has implemented manual and digital storage. Physical archive storage is carried out manually by arranging it based on the principle of the origin of the archive and the type of media, taking into account the environmental conditions of the storage room (temperature and humidity). Physical archives are stored in fireproof cabinets and coded folders. Digital archives are stored via Google Drive. There are regulations set to maintain confidentiality, limit access, and maintain the cleanliness of the storage room. Archive maintenance efforts include: (1) Maintaining the storage room with air conditioning and ventilation. (2) Cleaning the storage room and archives regularly. (3) Separating damaged archives; (4) Using fireproof metal archive cabinets; (5) Arranging archives neatly and using camphor. Overall, the implementation of the archive storage and maintenance system at the Lirik District Office has met expectations, although not yet optimal. This study concludes that the archive maintenance efforts carried out are quite good in maintaining the physical condition and information of the archives, although there is still room for improvement and optimization of the system.

Preaching the Gospel is an obligation for every believer, a duty and calling as followers of Christ. This can be achieved through various methods to reach every tribe or region, in the context of preaching the Gospel. This preaching of the Gospel can be done using the methods God has given to humans to proclaim His name to all people, including the Dayak Kanayatn tribe, located in Landak Regency, West Kalimantan. A contextual approach is needed as a strategy in preaching the Gospel. The purpose of this study is to determine the cultural and evangelistic approaches to changing poverty, ignorance, and backwardness among the Dayak Kanayatn tribe. By employing a descriptive historical approach, namely utilizing data, archives, and past documents, it is possible to understand a current situation and derive insights that can inform future decisions. Data collection techniques include literature studies, interviews, and observations. The results of this study are an approach through culture, evangelism, and discipleship that can be used as a strategy to change the backwardness of the Dayak Kanayatn tribe.

Maritime safety is a crucial aspect of the maritime industry, particularly in Indonesia as an archipelagic country. Although regulations regarding maritime safety are well-established, the frequency of maritime transport accidents in Indonesia remains high (KNKT, 2019–2023). This study aims to analyze and test the partial and simultaneous effects of the Port Authority’s Role (X1), Vessel Seaworthiness (X2), and International Safety Management (ISM) Code (X3) on Maritime Safety (Y) at Ketapang Port. The research method used is explanatory quantitative with multiple linear regression analysis. The sample involved 75 respondents, including ship crew members and Port Authority officers, selected using Simple Random Sampling. The analysis results indicate that the three independent variables have a positive and significant impact on Maritime Safety. The regression model shows an adjusted R Square value of 0.610. Among the three variables, the ISM Code (B = 0.410) is the most dominant factor, followed by the Port Authority’s Role (B = 0.389), and Vessel Seaworthiness (B = 0.186). These findings highlight that structured internal safety management (ISM Code) has the highest leverage, supported by strong regulatory oversight.

This research explores the uniqueness and philosophy of the Bukit Rhema Chicken Church in Magelang, Central Java, which has an iconic pigeon-shaped architecture. Based on a qualitative method with a descriptive-analytical approach, this study identifies the main functions of the Rhema Hill Church, its architectural design background, and its impact on the economic, cultural, and spiritual life of the surrounding community. The church was designed as a universal house of prayer that symbolizes peace and hope. Apart from being a place of worship, the Chicken Church also functions as a tourist destination, rehabilitation center, and symbol of tolerance between religious communities. Its impact includes improving the local economy through tourism, interfaith cultural integration, and strengthening the spiritual life of local communities. The results of this study reveal how the symbolism and design of the Bukit Rhema Church are able to create harmony between religious, educational, and tourism functions. These findings show that the existence of the Chicken Church is not only aesthetically valuable, but also plays an important role in strengthening local identity as well as encouraging sustainable social collaboration. In addition, the existence of educational facilities and a reflection room in the building also provides a more immersive spiritual experience for visitors, so that the Bukit Rhema Church becomes an inclusive space for various groups.

The rapid growth of open-source software (OSS) in machine learning (ML) has intensified the need for reliable, automated methods to assess project quality, particularly as OSS increasingly underpins critical applications in science, industry, and public infrastructure. This study evaluates the effectiveness of a diverse set of machine learning and deep learning (ML/DL) algorithms for classifying GitHub OSS ML projects as engineered or non-engineered using a SMOTE-enhanced and explainable modeling pipeline. The dataset used in this research includes both numerical and categorical attributes representing documentation, testing, architecture, community engagement, popularity, and repository activity. After handling missing values, standardizing numerical features, encoding categorical variables, and addressing the inherent class imbalance using the Synthetic Minority Oversampling Technique (SMOTE), seven different classifiers—K-Nearest Neighbors (KNN), Decision Tree (DT), Random Forest (RF), XGBoost (XGB), Logistic Regression (LR), Support Vector Machine (SVM), and a Deep Neural Network (DNN)—were trained and evaluated. Results show that LR (84%) and DNN (85%) outperform all other models, indicating that both linear and moderately deep non-linear architectures can effectively capture key quality indicators in OSS ML projects. Additional explainability analysis using SHAP reveals consistent feature importance across models, with documentation quality, unit testing practices, architectural clarity, and repository dynamics emerging as the strongest predictors. These findings demonstrate that automated, explainable ML/DL-based quality assessment is both feasible and effective, offering a practical pathway for improving OSS sustainability, guiding contributor decisions, and enhancing trust in ML-based systems that depend on open-source components.

The Loro Dirma Traditional House in Sanleo Village is an important representation of the culture of the indigenous people and is the center of the formation of social, spiritual, and local wisdom identities. This study aims to: (1) describe the structure and architecture of the Loro Dirma Traditional House, and (2) analyze the symbolic meaning contained therein in the context of the life of the indigenous people. The study uses a descriptive qualitative approach through direct observation, documentation, and in-depth interviews with traditional leaders and the local community. The results of the study indicate that the Loro Dirma architecture is full of philosophy that reflects the values ​​of unity, respect for ancestors, and the concept of balance between humans, nature, and the Creator. In addition, the function of Loro Dirma has undergone a transformation, from a traditional residence to a center for traditional activities, a space for deliberation, the implementation of religious ceremonies, and a medium for educating cultural values ​​for the younger generation. However, the study found challenges in preservation efforts, such as limited traditional raw materials, changes in community lifestyles, and the declining interest of the younger generation in local culture. Therefore, collaboration between local governments, indigenous communities, and educational institutions is needed to document, revitalize, and integrate Loro Dirma cultural values ​​into formal and non-formal curricula to ensure their sustainability.

The sport of archery requires an accurate and fair classification system of athletes according to international standards. This community service research aims to introduce and implement the ArchiClass application as a technology-based innovation for athlete classification, as well as improve the understanding of the archery community at Al Ayyubi Archery Club Boyolali regarding sports with disabilities. This activity involved 50 athletes and 6 coaches. The methods used include socialization, application demonstration, simulation, and evaluation of participant responses. The results showed that participants gained a better understanding of the importance of fair and technology-based classification. Participants gain practical experience using ArchiClass, while coaches and parents gain new insights into archery. In addition, the implementation of this application encourages the creation of a more transparent and consistent classification process. The final evaluation showed that the majority of participants felt helped by the existence of the application and expressed readiness to implement it in training activities and competitions. This program successfully introduced ArchiClass as an effective tool and increased community awareness and understanding of disability sports.

Total cholesterol measurement is essential for assessing cardiovascular risk, but consistency between laboratory instruments must be validated for reliable results. Architect C4000 and Alinity C1000 operate on enzymatic principles but differ in system design, reagents, and supporting technology. This study aimed to compare total cholesterol measurements between the two instruments using a non-parametric statistical approach (Mann-Whitney test). A comparative analytical design was conducted with 100 serum samples obtained via purposive sampling and divided for measurement with each device. Statistical analysis evaluated differences, and mean differences were calculated using the Hodges-Lehman method. Results showed mean cholesterol values of 182.98 mg/dL for Architect and 182.37 mg/dL for Alinity, with no significant difference (p=0.9942) and a median difference of 0.0 (95% CI: -9.0 to 9.0). Data distribution was nearly identical for both instruments in terms of mean and spread. Therefore, both methods demonstrate comparable validity in total cholesterol measurement, as they rely on similar principles and technologies, with reagents calibrated to the same standards.

This qualitative study addresses the critical gap between religious diversity and national security in Indonesia by proposing interfaith competence as a strategic imperative. Situated within a constructivist framework, the research investigates the perspectives of Christian educators, positing that their unique position at the intersection of faith formation and pedagogy offers invaluable insights into building sustainable religious harmony. Constructivism provides the analytical lens, emphasizing that understandings of religious "others," security threats, and peaceful coexistence are socially constructed through discourse, experience, and education. Therefore, the development of interfaith competence is not merely an ethical goal but a active process of constructing a shared societal reality resilient to sectarian conflict. The primary objective of this research is to explore how Christian educators conceptualize, practice, and perceive their role in fostering interfaith competence as a contribution to Indonesia's national security architecture. Data was gathered through in-depth interviews and thematic analysis was employed to identify recurring patterns and nuanced understandings. The findings reveal that these educators view interfaith competence comprising affective, cognitive, and behavioral dimensions as a vital tool for deconstructing prejudice and building social cohesion. They position their educational practices as essential for shaping citizens who can navigate a multireligious society, thereby mitigating the risks of radicalization and conflict that threaten national integrity. The study concludes that integrating interfaith competence, as articulated by these grassroots actors, into broader national policy offers a proactive, soft-power strategy for safeguarding Indonesia's security, moving beyond purely military or political approaches to foster a collectively constructed resilience.

Currently, the issuance of Law Number 3 of 2022 concerning the National Capital is a concrete step taken by the Government to seek the relocation and development of a new National Capital, because economic growth has so far been considered too Java-centric by some in the community. However, it cannot be denied that after the issuance of this law it triggered new problems, including the problem regarding the position of the Head of the Archipelago Capital Authority. Therefore, through this research, we will answer issues related to the position of the Head of the Archipelago Capital Authority along with the logical consequences related to his role based on the regional government system. Normative legal research methods or what is usually called doctrinal legal research, the approaches used are the statutory approach and the conceptual approach. The research results show that the position of the Head of the Nusantara Capital Authority is as head of a special regional government at the provincial level. The logical consequences received from this regulation are that the election, appointment and dismissal are carried out directly by the President as per the President's prerogative, the regions are centralized, and there is no Regional People's Representative Council (DPRD) as an instrument of regional autonomy.