Publication Search

This study is motivated by the increasing need for accurate modeling and classification of one-dimensional signal data in intelligent systems. The rapid development of deep learning has led to the adoption of more adaptive and complex neural network architectures capable of capturing both temporal dependencies and local patterns in sequential data. This research aims to analyze and compare the performance of several deep learning models, namely Recurrent Neural Network (RNN), Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), and a hybrid Convolutional Neural Network–GRU (CNN–GRU) model for signal data classification. The research method employs a quantitative experimental approach involving data preprocessing, windowing, model training, and performance evaluation. Model performance is evaluated using accuracy, precision, recall, and F1-score metrics. The results indicate that the hybrid CNN–GRU model outperforms the other models, particularly in capturing local features and long-term temporal dependencies within signal data. These findings suggest that the integration of convolutional layers and recurrent mechanisms enhances feature representation and learning stability. This study is expected to contribute both theoretically and practically to the development of deep learning models for signal processing and time-series-based intelligent applications.

This research presents the development of a transaction data protection mechanism for a bouquet sales application by utilizing the Advanced Encryption Standard (AES) algorithm. The rapid growth of digital commerce has led to an increase in online transactions, which in turn raises serious concerns regarding the security of sensitive transaction data. Information such as customer identities, order details, delivery addresses, and payment data are vulnerable to unauthorized access, data leakage, and manipulation if not properly secured. To address these issues, this study applies the AES-128 encryption algorithm using a 128-bit secret key to secure transaction data before it is stored in the system database. The encryption process follows the standard AES workflow, including key expansion, initial transformation, multiple encryption rounds, and a final transformation stage. Decryption is restricted exclusively to authorized users who possess the correct encryption key. The research methodology includes system analysis, AES integration into the application, and functional testing of the encryption and decryption processes. Data integrity is validated by comparing the original plaintext with the decrypted output, while system performance is evaluated based on processing time and decryption accuracy. Experimental results indicate that the average encryption and decryption time remains under 10 milliseconds per transaction, without affecting system performance. The findings confirm that AES-128 effectively enhances transaction data confidentiality and integrity in the bouquet sales application

This article examines the digitalization of Islamic education management in the Industry 5.0 era by emphasizing a shift from mere “digital administration” to value-based governance. The focus goes beyond adopting applications; it highlights a deeper transformation in how institutions manage processes, data, services, and decision-making to enhance effectiveness, accountability, and alignment with the broader purposes of Islamic education. The article synthesizes key pillars of transformation, including system integration across academic, financial, and learning services, strengthened data governance, capacity building for human resources, and cultural change management. While digitalization may improve efficiency and transparency, the article also discusses recurring risks such as digital divides, organizational resistance, vendor dependency, and ethical/privacy concerns, along with practical mitigation strategies. The main contribution is a conceptual governance framework that connects service performance indicators with institutional values, enabling digital transformation to remain meaningful, trustworthy, and sustainable rather than purely technical or procedural.

This study examines the Ka’Bawakng dance as a cultural–religious expression of the Dayak Kanayatn community that has undergone a deepening of meaning through inculturation within Catholic liturgy. Originating in the Baliatn ritual, Ka’Bawakng dance initially functioned as a medium of healing and cosmological communication that affirmed the interconnectedness of human beings, nature, and Jubata. In its encounter with the Catholic faith, the dance was incorporated into the Eucharistic celebration as an offertory dance through symbolic reinterpretation grounded in the principles of inculturation articulated by the Second Vatican Council. This research employs a hermeneutical approach using participant observation, in-depth interviews, and documentary study, analyzed through thematic analysis. The findings indicate that Ka’Bawakng dance is not treated as a merely decorative liturgical element, but is understood as a language of prayer engaging the body, cultural memory, and the spirituality of the faithful. This integration deepens liturgical participation, strengthens the religious–cultural identity of the Dayak Kanayatn community, and creates a constructive space for dialogue between ancestral traditions and Christian faith. Nevertheless, sustaining the inculturation of Ka’Bawakng dance requires ongoing pastoral accompaniment to ensure fidelity to Church liturgical norms while respecting local cultural values.

This community service activity aims to enhance participants' digital competency through responsive web design training conducted using integrated webinar and workshop methods. The background of this activity is based on the increasing need for adaptive web development skills across various devices to support digital personal branding. This activity involves university students and the general public and is conducted online utilizing modern communication platforms. The implementation method consists of preparation, implementation, and evaluation stages. In the implementation stage, participants attend webinar sessions to strengthen conceptual understanding of responsive web design principles, followed by workshop sessions that emphasize hands-on practice in website creation using HTML, CSS, and JavaScript. Evaluation is conducted through pre-tests and post-tests to measure program effectiveness. The results show a significant increase in participants' digital competency with an average score increase of 55.8%. These findings indicate that the integration of webinar and workshop methods is effective in improving participants' conceptual understanding and technical skills. This activity is expected to serve as a model for community service based on applicable and sustainable digital competency development.

The phenomenon of religion-based radicalism remains a serious threat to the sustainability of national and state life, including within educational institutions. Educational institutions hold a strategic role in instilling religious values that are peaceful, tolerant, and civilized. Therefore, religious moderation education has become a vital approach as a preventive measure against radical ideologies. This study aims to examine the role and urgency of religious moderation education as a shield against radicalism in educational institutions. The research method employed is a literature study, analyzing various literatures such as books, scientific articles, and policy documents related to religious moderation and character education. The results show that religious moderation education can instill the values of tawassuth (moderation), tasamuh (tolerance), tawazun (balance), and i‘tidal (justice) in students. These values contribute significantly to forming religious attitudes that are inclusive, humanistic, and non-violent. The implementation of religious moderation education in educational institutions can be achieved through curriculum integration, educator role-modeling, the cultivation of school culture, and the strengthening of contextual religious literacy. Thus, religious moderation education plays a crucial role as an ideological and moral fortress in preventing the entry and growth of radicalism within the educational environment.

Tajwid learning in rural mosque communities (DKM) is generally conventional, unstructured, and has not optimally utilized community potential, resulting in low quality of Qur’anic recitation (tahsin). This community service aims to improve the quality of santri’s Qur’anic recitation at DKM Al-Islah, Pangadegan Village, Pagelaran District, Cianjur Regency, through learning the Matan Tuhfatul Athfal using an Asset-Based Community Development (ABCD) approach. The method applied the ABCD framework through the stages of discovery, design, delivery/action, and reflection and sustainability, involving local ustadz, DKM administrators, and santri as key participants. The results indicate that mapping and utilizing local assets successfully established a more structured, participatory, and sustainable tajwid learning system. The integration of Matan Tuhfatul Athfal with peer learning increased active participation, self-confidence, and accuracy of Qur’anic recitation among santri. Furthermore, the program strengthened the institutional capacity of the DKM and fostered a strong sense of community ownership of the learning process. This study concludes that integrating classical matan-based learning with a community empowerment approach is an effective strategy for sustainably improving the quality of Qur’anic recitation in rural DKM settings.

This study aims to analyze the integration of Human Resource (HR) Analytics as a strategic approach to enhancing employee experience in organizational settings. The growing complexity of the business environment and the increasing demand for data-driven decision-making have encouraged organizations to utilize HR Analytics in managing human resources more effectively. This research employs an integrative literature review method to synthesize findings from previous empirical and conceptual studies published between 2014 and 2024. The review process was conducted systematically through article identification, selection, thematic analysis, and synthesis of findings. The results indicate that HR Analytics contributes positively to employee experience by improving employee engagement, performance management, and retention strategies. Furthermore, organizational culture, leadership commitment, and technological readiness are identified as key moderating factors influencing the successful implementation of HR Analytics. This study provides theoretical contributions by strengthening the conceptual relationship between HR Analytics and employee experience, as well as practical implications for organizations seeking to design data-driven human resource management strategies.

The development of e-Government has become a key strategy in modernizing public administration in various countries, including Australia and Indonesia. The application of information and communication technology in government administration aims to improve bureaucratic efficiency, the quality of public services, and realize the principles of good governance. This study aims to analyze and compare the development of public administration in the implementation of e-Government in Australia and Indonesia. The research method used is a qualitative approach with a literature review of relevant and accessible scientific journals, academic books, and policy documents. The results show that Australia has a higher level of e-Government maturity, characterized by good digital service integration, infrastructure readiness, and adequate human resource capacity. Meanwhile, Indonesia has shown significant progress through the implementation of the Electronic-Based Government System (SPBE), but still faces challenges such as infrastructure gaps, limited apparatus competency, and fragmented service systems. This research is expected to contribute concepts to the development of e-Government policies and public administration reform in Indonesia.  

Extreme poverty represents a complex, multidimensional challenge in development that demands cohesive policy integration among various governmental tiers. The Indonesian government has established goals to expedite the eradication of extreme poverty via diverse national frameworks and initiatives, yet their success hinges on the extent of alignment between central and regional policies in areas such as strategic planning, financial allocation, and program execution. This research seeks to examine the patterns of policy alignment between central and local authorities, pinpoint the obstacles encountered during execution, and develop recommendations for enhancing collaborative efforts in tackling extreme poverty. Employing a qualitative descriptive methodology, data collection involved reviewing policy documents and development plans, complemented by discussions with relevant stakeholders at the regional level. The outcomes reveal that efforts toward policy synchronization have been made by merging national and local planning frameworks and initiatives, although persistent issues persist, such as inconsistencies in poverty statistics, jurisdictional overlaps among sectors, and inadequate inter-institutional cooperation. These insights imply that effective reduction of extreme poverty necessitates reinforced strategies for policy alignment, unified data platforms, and the adoption of cross-level and cross-sector partnership models to guarantee that measures are precisely directed, enduring, and impactful in diminishing the population affected by extreme poverty.

The digital transformation of population administration services has become a strategic agenda in improving the quality of public services in many countries. This study aims to comparatively analyze the implementation models of digital-based population administration services in Indonesia and Singapore. Using a qualitative approach with a literature review method, this study examines various scientific journals, policy documents, government reports, and relevant publications published in the last five years. The analysis focuses on identifying differences in implementation patterns, supporting and inhibiting factors, and best practices applied in both countries. The results show that Singapore has successfully implemented an integrated and user-centered digital population administration system supported by a strong national digital identity infrastructure, advanced technology, and high digital literacy among citizens. Meanwhile, Indonesia has made significant progress through the implementation of the Population Administration Information System and Digital Population Identity, but still faces challenges such as infrastructure inequality, limited human resource capacity, and uneven digital literacy. This comparative study highlights that the success of digital population administration services is determined not only by technology adoption but also by policy consistency, system integration, institutional capacity, and public participation. The findings are expected to provide policy insights and practical recommendations to strengthen digital population administration services in Indonesia in the future.  

This research investigates the integration of Smart Production Systems (SPS) within the framework of Industry 5.0, emphasizing how such integration redefines operational efficiency and human–machine collaboration. The study aims to identify the contributions of smart technologies to productivity, sustainability, and human value in modern production systems. A Systematic Literature Review (SLR) was conducted following PRISMA guidelines, drawing from international databases including Elsevier, Springer, IEEE Xplore, Wiley, Taylor & Francis, ACM, and SAGE, as well as national sources. Publications from 2023–2025 were screened using keywords such as “Industry 5.0,” “Smart Production Systems,” “Human–Machine Collaboration,” and “Operational Efficiency.” Thematic analysis categorized findings into four dimensions: operational efficiency, human–machine collaboration, industrial sustainability, and socio-ethical aspects. Results indicate that SPS integration significantly enhances operational efficiency while fostering adaptive and creative collaboration between humans and machines. The combination of Artificial Intelligence (AI), Cyber-Physical Systems (CPS), and human creativity establishes a resilient, sustainable, and innovative production paradigm. Successful implementation of Industry 5.0 requires harmonizing technological advancement, human skills, and ethical principles. Practically, the study offers insights for industry stakeholders and policymakers in designing human-centered digital transformation strategies, strengthening supply chain resilience, workplace safety, and innovation. This research contributes conceptually by highlighting ethical and sustainable human–machine interactions in future production systems.

Creative technology is the result of the convergence between human creativity and digital innovation that significantly changes the way industries operate. This journal discusses the definition of creative technology, its important role in supporting the development of the digital economy, and the challenges that arise in the implementation process. The research methodology uses a literature study of the latest technological trends, such as artificial intelligence (AI), augmented reality/virtual reality (AR/VR), and digital design. The results of the study show that the integration between technology and creativity is a key factor in increasing competitiveness in the future. Creative technology not only functions as a means of production, but also as a medium of innovation that is able to create added value, expand business opportunities, and encourage digital transformation in various sectors. However, the challenges faced include limited human resources, digital infrastructure readiness, and ethical and regulatory issues. Therefore, creative technology development strategies need to be directed at increasing digital literacy, cross-sector collaboration, and policies that support sustainable innovation.

This study aims to: (1) describe the implementation of local wisdom–based learning in the teaching process of Grade VII B at UPT SMP Negeri 4 Kelara Jeneponto; (2) determine the improvement of students’ social awareness after the implementation of local wisdom–based learning; and (3) identify the enhancement of students’ learning culture through the application of this learning model. The research employed a Classroom Action Research (CAR) design using the Kemmis and McTaggart model, conducted in two cycles consisting of planning, action, observation, and reflection. The subjects were 25 seventh-grade students, focusing on two main variables: social awareness and learning culture. Data were collected through observation, questionnaires, and documentation, and analyzed using descriptive quantitative and qualitative techniques. The findings indicate that the integration of Jeneponto cultural values Tabe’ Karaeng, Sipakatau, Sipakalabbiri, Sipakainga, Siri’ na Pacce, Akbulo Sibatang, and empo sipitangari was implemented effectively and became more optimal in Cycle II after improvements were made through Problem-Based Learning (PBL) and the use of more contextual local cases. Students’ social awareness increased from an average of 63.13% in Cycle I (categorized as Fair) to 80.42% in Cycle II (categorized as High). Similarly, students’ learning culture improved from 69.69% (Fair) in Cycle I to 82.66% (High) in Cycle II, meeting the classical mastery criteria. The study concludes that integrating local wisdom into classroom instruction not only strengthens students’ understanding of social studies content but is also effective in shaping their social character and learning habits. This model is recommended for development in other subjects and educational levels.

This study is grounded in the issue of low student discipline and learning motivation in elementary schools, which requires teachers to apply more effective and context-based instructional strategies. The purpose of this research is to describe how teachers utilize social learning theory to enhance students’ discipline and motivation, as well as to analyze the impact of these strategies on classroom behavior and student engagement. This research employed a descriptive qualitative approach, with data collected through observations, interviews, and documentation involving teachers and students. The findings show that teacher strategies integrating modeling, positive reinforcement, and collaborative learning successfully create a more conducive learning environment. The use of teacher and peer role models was found to increase compliance with classroom rules, while the provision of positive feedback encouraged students to participate more enthusiastically in learning activities. Moreover, socially interactive learning helped students develop confidence and active engagement. The implications of this study affirm that social learning theory can serve as a strong foundation for teachers to design strategies that promote positive behavior and intrinsic motivation, making it highly relevant for integration into daily classroom practice.

The learning process that engages students greatly influences their interest in learning. The integration of technology in education can enhance students’ interest and motivation to learn, and technological advancements provide significant support in delivering education on Islamic religious knowledge. Various social media platforms can serve as learning resources. With technological assistance, it becomes easier to spread religious knowledge in innovative and creative ways. This technology can also capture students’ attention, as it enables the creation of animated videos to enhance students’ comprehension of religious knowledge. An example of such a platform that can serve as an educational resource is YouTube Kabi. YouTube Kabi is an interactive medium that offers engaging audio-visual content with animations that capture students’ interest. The delivery of Sirah Nabawiyah material can be accomplished easily because this application can be accessed on laptops or smartphones. The purpose of this study is to examine the utilization of YouTube Kabi in teaching Sirah Nabawiyah material. The method employed in this study is qualitative with a descriptive approach. This research is field-based, and the data collection process involves observation, interviews, and documentation. The findings of this study demonstrate that YouTube Kabi serves as an example of an Islamic educational resource that can enhance students’ motivation to learn, especially in learning Sirah Nabawiyah material, because during the learning process, students demonstrate enthusiasm and engagement.

This study aims to analyze the obstacles in Social Studies (IPS) learning related to global issues influenced by technological advancement through a literature review method. Social Studies plays an essential role in shaping students’ understanding of social, economic, cultural, and political life while fostering global awareness in the digital era. However, in practice, IPS learning often faces various challenges that reduce its effectiveness and attractiveness. One of the main problems is students ’low interestin IPS, as it is often perceived as boring and overly theoretical, combined with the influence of technology that diverts students’ attention toward digital entertainment. Other contributing factors include non-interactive teaching methods, limited learning facilities, unconducive classroom environments, and a lack of parental support. Through a comprehensive literature review, this study found that relevant strategies to overcome these issues include Project-Based Learning, Technology Integration, and Contextual Approaches. These strategies enable students to learn actively, critically, and collaboratively by linking IPS material to global issues and real-world phenomena. The recommended solutions include implementing project-based education, utilizing interactive digital media, and fostering intercultural dialogue within the learning process. The results of this study are expected to provide theoretical contributions to the development of adaptive IPS learning models in response to technological progress, as well as practical benefits for teachers, schools, and policymakers in creating Social Studies learning that is engaging, meaningful, and relevant to the global challenges of the 21st century.

Attention span and cognitive focus in young minds these days are increasingly structured by the growing influence of digital distractions. Drawing from the ideas of Foucault and Nietzsche, this paper examines how technology molds behavior and, at the same time, is used as a tool of control through power relations. This digitally fosters a form of nihilism, the sense life has no purpose. By using a mixed-methods approach, this research combines the surveying and in-depth interviewing of students and instructors about how technology influences attention, learning, and academic performance. Results indicate that while technology brings many benefits, it also provides significant challenges-most notably via social media and smartphone distractions. These distractions reduce attention spans, decrease deep learning, and contribute to cognitive overload. This study therefore calls for the integration of technology into education in a balanced way, highlighting digital literacy, mindful use, and distraction-reduction strategies. In the process, self-awareness, self-regulation, and responsible use will allow people to use its benefits rather than fall into disengagement and cynicism. Technology should serve as a tool for learning and growth-not a barrier to focus and intellectual development.

This research aims to critically examine the ethical integration of artificial intelligence (AI) in education through the perspective of maqāṣid al-sharīʿah, emphasizing the alignment between technological innovation and Islamic moral principles. The methods used are a systematic literature review and thematic content analysis against peer-reviewed publications for the period 2015–2025, which discuss the application of AI in primary, secondary, and higher education. The study identified dominant ethical issues, such as data privacy, algorithmic bias, accountability, human agency, and moral development, which were then mapped to Islamic ethical goals, including ʿadl (justice), amānah (belief), karāmah al-insān (human dignity), and ḥifẓ al-ʿaql (protection of reason). The results of the analysis show that the adoption of AI in education often emphasizes efficiency, personalization, and predictive analytics, but has the potential to reduce learners' autonomy and ethical reasoning. The mapping of maqāṣid al-sharīʿah shows a strong normative conformity, so that Islamic principles can be a moral foundation as well as a practical guide for AI governance. The research contribution is theoretical by bridging the literature on AI ethics and Islamic educational philosophy, as well as practical by offering an integrative framework for AI policymakers, educators, and developers. The integration of maqāṣid al-sharīʿah in AI governance ensures justice, trust, inclusivity, and the development of the whole human being (insān kāmil).

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.