Publication Search

: The rapid expansion of cybersecurity standards and threat intelligence frameworks has led to significant semantic fragmentation among security terminologies, hindering effective information retrieval and interoperability across systems. Traditional keyword-based search approaches are inadequate for capturing the contextual meaning of security terms, particularly within formal frameworks such as NIST, MITRE ATT&CK, and CWE. This study addresses this challenge by proposing CyberBERT, a transformer-based semantic search framework designed to align cybersecurity terminologies through deep contextual representation and ontology-driven reasoning. Research Objectives: The primary objective of this research is to develop a semantic retrieval model capable of understanding conceptual relationships between security terms beyond lexical similarity. Methodology: The proposed methodology fine-tunes a BERT-based model on the NIST Glossary corpus using a combination of masked language modeling and triplet loss objectives to generate discriminative semantic embeddings. These embeddings are further aligned with cybersecurity ontologies, including MITRE ATT&CK and CWE, to enhance semantic consistency and explainability. Semantic retrieval is performed using cosine similarity within a 768-dimensional embedding space and evaluated using Mean Reciprocal Rank (MRR) and Precision@K metrics. Results: Experimental results demonstrate that CyberBERT achieves an MRR of 0.832, outperforming domain-adapted baselines such as SecureBERT and CyBERT. The integration of ontology alignment improves semantic accuracy by over 6%, while robustness evaluations confirm resilience against adversarial linguistic perturbations. Visualization using t-SNE reveals coherent semantic clustering aligned with the five core NIST Cybersecurity Framework functions. Conclusions: In conclusion, CyberBERT effectively bridges semantic gaps across cybersecurity terminologies by combining transformer-based contextual learning with ontological reasoning. The framework offers a robust, interpretable, and scalable solution for semantic search, supporting improved interoperability and knowledge discovery in cybersecurity operations and standards harmonization.

The development of renewable energy, particularly Solar Power Plants (PV), requires a reliable, real-time, and easily accessible electrical energy monitoring system to ensure optimal system performance. This study aims to design and implement an Internet of Things (IoT)-based electrical energy monitoring system for PV using the NodeMCU ESP32 microcontroller, the PZEM-004T sensor for measuring electrical parameters, and the Node-RED platform as the data visualization interface. The developed system is designed to monitor voltage, current, power, energy, frequency, and power loss in real time, and then display the data in the form of numerical values, graphs, and indicators on a dashboard accessible through a local network. The research method includes hardware design, software development (sensor reading, data processing, and communication), integration with Node-RED, and system testing on a small-scale PV installation. The test results show that the system is capable of monitoring electrical parameters in a stable and responsive manner. Variations in sunlight intensity were found to affect the current and power produced by the solar panels, whereas the inverter output voltage tended to remain within normal operating ranges. The Node-RED dashboard display was considered informative and helpful for users in monitoring and analyzing PV performance. Based on these results, it can be concluded that the IoT-based electrical energy monitoring system designed in this study functions well and is feasible for application in residential or educational-scale PV installations. The system still has the potential for further development through cloud service integration, the addition of environmental sensors, and enhancements to data analysis features and user interface design.

The background of this research stems from the need to reexamine the position of theories of truth in the philosophy of science as a basis for the formation of scientific ethics amid the increasingly complex development of modern science. The concept of truth not only functions as an epistemological guideline in determining the validity of knowledge, but also has a normative dimension that influences the integrity, honesty, and responsibility of scientists in the research process. Based on this, this study aims to analyze various theories of truth, including correspondence, coherence, pragmatism, consensus, performativity, deflationism, and foundationalism, and to explain the relevance of each approach to the formation of scientific ethics. This study uses a literature review method with a descriptive-analytical approach through a systematic search of relevant journals, books, and academic sources, which are then analyzed through thematic synthesis to obtain a comprehensive conceptual understanding. The findings show that each theory of truth has a unique contribution to building scientific ethics. Correspondence emphasizes the importance of empirical verification, coherence emphasizes rational consistency, pragmatism highlights theoretical functionality, consensus places scientific dialogue as the legitimization of knowledge, performativity connects truth with action, the deflationary approach emphasizes clarity of language, and foundationalism provides a stable epistemic foundation. The implications of this research show that the integration of these various theories can form a more robust, holistic, and adaptive framework of scientific ethics to the demands of modern scientific practice. This framework is expected to strengthen an honest, transparent, and accountable scientific culture, while opening opportunities for the development of epistemology-based research ethics guidelines in the future.

The concept of supremum is fundamental in real analysis and plays a crucial role in the optimization of single-variable real functions. In practice, not all functions attain their supremum explicitly, which necessitates numerical approaches to evaluate their behavior computationally. This study aims to analyze the supremum of several one-dimensional real functions with different characteristics using a grid-search method implemented in Python. Four functions were examined: a parabolic function, a rational function with a sharp peak, a discontinuous piecewise function, and a function with a vertical asymptote. The analysis involved modeling the functions, discretizing the domain, performing numerical approximation of the supremum, verifying the results against analytical values, and using graphical visualization to observe the function behavior near the supremum. The findings indicate that the supremum of the parabolic, rational, and piecewise functions can be accurately identified, with results consistent with analytical expectations despite minor deviations caused by grid resolution limitations in the rational function. Meanwhile, the function with a vertical asymptote yields an unbounded supremum, which cannot be attained within the domain. These results demonstrate that Python provides stable and reliable numerical estimates of the supremum across various types of one-dimensional real functions, validating the effectiveness of computational methods in supporting conceptual understanding of supremum.

Informed consent constitutes a fundamental legal and ethical requirement in healthcare services, ensuring that every medical action is performed with the patient’s full awareness and voluntary approval. In Indonesia, the obligation to obtain informed consent is firmly regulated under the Health Law No. 17 of 2023, the Minister of Health Regulation on Medical Consent, and provisions on medical records. This paper examines the essential role of informed consent as a protective instrument for both patients and healthcare providers within the clinical and legal framework. Informed consent guarantees patients’ rights to information, autonomy, and decision-making, while providing legal safeguards for medical practitioners by documenting the process of explanation, acceptance, or refusal of medical treatment. Proper documentation within medical records ensures accountability, continuity of care, and serves as crucial evidence when medical disputes arise. Medical disputes often stem from dissatisfaction, communication gaps, or misunderstandings about risks inherent in medical procedures. Therefore, informed consent functions not merely as an administrative requirement but as a mechanism for preventing conflict, clarifying responsibilities, and distinguishing unavoidable medical risks from professional negligence. By strengthening the implementation of informed consent, healthcare providers can enhance transparency, improve service quality, and reduce the likelihood of medical litigation.  

Indonesian families are currently still faced with various challenges, including the low knowledge of mothers about childcare, which can have an impact on child development. This is crucial and a sign that there is a need to improve competence as parents, therefore the Great Parents School provides a way to overcome problems in childcare practices. This study aims to explain the transformation of young mothers who have participated in the Great Parents School program. This study uses a qualitative approach with a descriptive method, the informants in this study are young mothers who have undergone the Great Parents School program and accompanying facilitators, while the data collection process uses observation, interviews, and documentation with the research location in Sumbersari District, Jember Regency. The results of this study show that the empowerment process refers to the ACTORS theory, namely authority, self-confidence, trust, opportunity, responsibility, and support for mothers who have attended the Great Parents School. Mothers who have attended the Great Parents School have experienced improvements in their knowledge, attitudes, and skills related to childcare. This improvement can be seen through their understanding of the role of parents, the application of family functions such as instilling religious values, compassion, and protection, as well as the application of parenting and discipline patterns, and an understanding of communication skills. Therefore, it can be concluded that the Great Parents School serves as a bridge for mothers to become more empowered through improvements in childcare.

This study evaluated the effectiveness of the JKN Mobile interface using Nielsen’s Usability Heuristic Principles to identify issues that affect clarity, consistency, and user navigation. The research applied a descriptive qualitative approach through interface observation and visual analysis, focusing on typography, layout, color usage, iconography, and feedback mechanisms. The findings showed that several essential elements of system status were not clearly presented, such as loading indicators, data update information, and synchronization cues. Inconsistencies in icon style, visual hierarchy, and button functions further reduced predictability and increased the cognitive load on users. Some screens also displayed incomplete content and unclear action mapping, which disrupted task flow. The study concludes that improving visual hierarchy, standardizing interface components, refining navigation paths, and providing clearer feedback can strengthen usability and support the application’s role as an accessible digital public service.

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.

As a region with cultural, religious, and ethnic diversity, Bali functions as a social laboratory to understand the interaction between religious communities. The implementation of Islamic Religious Education (PAI) plays a strategic role in building harmony in a multicultural society. Therefore, comprehensive Islamic Religious Education (PAI) is needed to achieve the goal of a harmonious, peaceful, and secure community life even though they have different religions, tribes, nations and even languages. Based on the complexity of the problems above, the focus of the research is: 1) What is the strategy of educators in integrating Islamic values that are relevant to cultural diversity in Bali? 2) What are the challenges faced in implementing PAI in Bali's multicultural environment? 3) What is the PAI curriculum that supports the values of tolerance and diversity? The objectives of this study are: 1) To determine the strategy of educators in integrating Islamic values that are relevant to cultural diversity in Bali. 2) To determine the challenges faced in implementing PAI in Bali's multicultural environment. 3) To determine the PAI curriculum that supports the values of tolerance and diversity. This type of research is qualitative with a descriptive approach, informants are determined purposively. As sources of information (informants) are the Head of the Environment, Head of Customs, Muslim Community Leaders, Head of Foundation, Head of School, students and Parents. Data were collected through interviews, observations and documentation, then analyzed with the stages of data reduction, data presentation and drawing conclusions. 

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 research was conducted based on the importance of the image of educational institutions in gaining public trust, making the role of Public Relations (PR) as a public communication manager highly essential. MTs Fathur Rahman Sukorambi Jember was chosen as the research site because the institution is currently striving to enhance its positive image through the optimization of media and sustainable publicity strategies. The aim of this study is to describe the role of PR in building the image of the madrasah, as well as to analyze the communication strategies employed, the forms of publicity implemented, and the challenges faced in its execution.This research applies a qualitative approach with a field research design. Informants were selected through purposive sampling, involving parties considered relevant and knowledgeable about public relations activities, such as the head of the madrasah, PR staff, teachers, students, and parents’ representatives. Data were collected through observations of madrasah activities, in-depth interviews, and documentation in the form of archives and published media. The data were analyzed descriptively, emphasizing the researcher’s interpretation of communication patterns, publicity strategies, and their impact on public perception of the madrasah’s image.The findings reveal that PR functions as a communicator, mediator, and builder of a positive madrasah image. The use of conventional media and digital platforms such as Facebook, Instagram, and WhatsApp Groups has proven effective in reaching a wider community and enhancing public interaction. Documentation of academic and non-academic activities also strengthens the legitimacy of the institution’s achievements. The main obstacles encountered include limited human resources, technological facilities, and consistency in information management. Nevertheless, overall, the role of PR has been proven significant in improving the positive image of MTs Fathur Rahman Sukorambi Jember.

This study aims to analyze the role of social media in driving innovation in flavor, shape/appearance, and modern perception of Indonesian traditional snacks in the digital era through a literature review from 2020–2025. Social media functions not only as a promotional tool but also as a creative and collaborative space that influences how traditional snacks are created, modified, and perceived. The findings indicate that social media accelerates the spread of new flavor trends and encourages the exploration of modern tastes without abandoning cultural identity. In addition, visual aesthetics on social media inspire innovation in the shape and presentation of snacks to make them more appealing and easily viral. Social media also shapes modern perceptions through cultural storytelling that rebrands traditional snacks as contemporary, relevant, and culturally valuable. However, challenges arise from the limited digital and branding skills among MSME actors. Overall, social media serves as a catalyst for the synergy of flavor, visual, and cultural innovation, bridging tradition and modernity in the development of local culinary products.

This study aims to analyze the use of interior photography as a means to preserve and visually document the FMM Convent Chapel Regina Pacis in Bogor. The chapel is a historic site with significant artistic, spiritual, and architectural value, and has been officially recognized by the central government as a cultural heritage building. The importance of this research arises from the fact that the chapel is not included in the official publication of cultural heritage buildings in Bogor City that has been identified. Its absence from this publication indicates a lack of visual documentation and historical information necessary to support conservation efforts. Insufficient documentation increases the likelihood of losing architectural value should changes or damage occur in the future. To address this issue, the study seeks to produce interior photographic documentation that accurately and clearly represents the architectural identity of the chapel. This research employs a descriptive qualitative approach, consisting of interviews with the chapel’s management, direct on-site observations, and the development of an interior photography concept that considers spatial structure, perspective, and lighting. In this context, interior photography functions not only as an aesthetic medium but also as a preservation tool capable of storing long-term information.The resulting visual documentation is expected to serve as a valuable reference for managers, researchers, and local government authorities, while also encouraging the inclusion of the Regina Pacis Chapel in the official publication of cultural heritage buildings in Bogor City. In this way, the study contributes to strengthening cultural archives and supporting the preservation of historical architecture.

This study aims to answer two questions. First, why were there only single candidates in 37 regions in the 2024 simultaneous regional elections? Second, what are the risks of single candidates to democracy and the performance of political parties? The methods used are normative juridical methods with a legislative and conceptual approach. The research focuses on the phenomenon of single candidates in regional elections and its impact on democracy and the performance of political parties in Indonesia. The results of this study show that the phenomenon of single candidates in regional elections indicates weak local democracy and poor performance of political parties in carrying out their functions of regeneration and leadership recruitment. Elite domination, high political costs, and the strong influence of oligarchs make the nomination process non-competitive and reduce the space for alternative candidates. As a result, regional elections are only procedural without substance, widening the democratic deficit and opening space for local bossism and unhealthy power consolidation. If this condition continues, local democracy will move further away from the principles of openness, accountability, and fair competition.

Endek Bali weaving is a distinctive cultural heritage of Bali that has been increasingly applied to various product design elements, including interior accents and fashion media. While the use of Endek fabric has been applied to various bag accents, the integration of traditional fabrics in chef knife bags is still rare, resulting in monotonous designs. This study aims to design a chef knife bag incorporating the Endek Bali motif as part of a multifunctional product design. The chef knife bag not only functions as a bag for carrying kitchen knives but also as a stand or mat for knives during cooking events. This design uses synthetic leather, which closely resembles real leather but is more affordable and environmentally friendly. By incorporating the Endek Bali motif into this design, it is hoped that it will introduce Balinese culture to the global stage, particularly in the culinary and creative industries. Furthermore, this design offers a practical solution for culinary professionals who need easy-to-carry and functional tools for attending cooking events or competitions. Through this design, it is expected to enhance aesthetic value while supporting the preservation of Indonesian culture.

The development of digital technology has changed the communication and social interaction patterns of students, especially female students. Social media not only functions as a means of self-expression, but also has the potential to increase social pressure due to exposure to beauty standards and social validation. This study aims to analyze the influence of personality and social media usage on the level of social pressure among female culinary arts students at Medan State University. The approach used was quantitative with a survey method of 170 respondents, and the data were analyzed using multiple linear regression. The results showed that personality (β = 0.314, p < 0.001) and social media usage (β = 0.630, p < 0.001) significantly influenced social pressure. Social media factors were more dominant predictors than personality. These findings emphasize the importance of strengthening digital literacy and increasing self-confidence to minimize social pressure among female students in the technological era.

This study aims to analyze the role of teachers in strengthening the Pancasila Student Profile (P5) as an effort to develop the character of third-grade students at SDN Kestalan. Strengthening P5 is an essential component of the Merdeka Curriculum because it functions to shape students’ character holistically through six main dimensions. However, the implementation of P5 in elementary schools still faces several challenges, such as uneven teacher understanding, less structured planning, and diverse student characteristics. This research uses a qualitative descriptive approach with observation, interview, and documentation techniques to obtain in-depth data on teacher practices, integration strategies, obstacles, and the impact of P5 implementation. The results show that teachers have an adequate understanding of the P5 concept and strive to integrate it through interactive lectures, question-and-answer sessions, simple experiments, the habituation of the 5S culture, and creative projects that actively involve students. The obstacles encountered are generally related to discipline issues, emotional immaturity, limited facilities, and suboptimal parental involvement. However, these challenges can be reduced through personal approaches, positive motivation, support from school facilities, and collaboration with parents. The implementation of P5 has been proven to have a positive impact on students’ character development, especially in the aspects of politeness, cooperation, responsibility, and self-confidence. Therefore, the strategic role of teachers and the support of a conducive learning environment are key factors in the success of character strengthening through P5.         

The meaning of gratitude according to the perspective of the Qur'an and its relationship to modern human life which is influenced by technological advances, materialistic lifestyles, and social pressures. In the view of the Qur'an, gratitude is not merely expressed through words, but involves the awareness of the heart, verbal words, and real actions as a form of recognition of the blessings given by Allah SWT. Gratitude also functions as a reflection of faith that combines spiritual, moral, and social elements. In the context of modern life, the meaning of gratitude has shifted due to consumptive lifestyles and the culture of seeking recognition on social media, which has an impact on decreasing feelings of satisfaction and inner peace. This study uses a qualitative approach with a library research method through a review of the verses of the Qur'an, tafsir books, and various relevant academic literature. The results of the study show that the teachings of gratitude in the Qur'an play an important role in maintaining spiritual, emotional, and spiritual balance in the midst of modern life. The application of an attitude of gratitude has been proven to improve mental health, strengthen social relationships, and reduce materialistic tendencies. Furthermore, the value of gratitude can serve as a moral guideline for Generation Alpha, enabling them to balance technological advancement with spiritual life. Overall, the teachings of gratitude in the Quran remain universally relevant, not only as a religious obligation but also as a spiritual and social necessity that can bring happiness, serenity, and meaning to life amidst the dynamics of the digital age.

Research on business negotiation is becoming increasingly relevant amid the dynamics of globalization, digitalization, and intense competition that require organizations to have adaptive communication and collaboration strategies. Negotiation no longer serves only as a means of reaching agreement, but also as a strategic mechanism for creating added value, building long-term relationships, and mitigating business risks. This study aims to systematically examine the definitions, principles, functions, and objectives of negotiation based on international and national academic literature from 2015 to 2025. The research approach uses a Systematic Literature Review (SLR) to identify conceptual patterns, research trends, and developments in negotiation theory. The results of the study show that modern negotiation emphasizes the creation of shared value through an integrative approach, strengthening communication, and utilizing digital technology in the decision-making process. In addition, differences in orientation were found between Western negotiation, which is more transactional, and the Indonesian context, which emphasizes relationship harmony and sustainable collaboration. This study provides a theoretical contribution in the form of a comprehensive mapping of the development of the concept of negotiation, as well as practical contributions for business actors in designing effective, adaptive negotiation strategies that are relevant to contemporary business needs.

TJSL/CSR in Indonesia is regulated as a legal obligation (mandatory) for companies engaged in the natural resources sector. Its success depends on the principle of accountability, which requires transparency and responsibility. This normative-juridical study evaluates the application of accountability principles in the mining sector. Normatively, PP 47/2012 requires CSR to be listed as an expense and focused on sustainable development (PPM). However, this regulation is not robust because it does not set a minimum fund allocation or clear program boundaries, allowing for multiple interpretations. Empirically (Sekotong case study), accountability is implemented in a formalistic manner, consisting only of one-way administrative reports without meaningful participation from the affected communities. A significant weakness is apparent when dealing with the increase in illegal gold mining (PETI) in legal concession areas. This situation results in a vacuum of responsibility. Companies can claim environmental damage caused by PETI, so that responsibility does not successfully ensnare corporate negligence in prevention efforts. The CSR accountability structure in Indonesia is weak because it only emphasizes activities that are carried out, not negligence that is overlooked. Regulatory reform is needed so that accountability includes passive responsibility to ensure that TJSL functions as a significant instrument of sustainable development.