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Dyah Ayu Nur Aini; Rio Ramadhan Setiawan; Jick Prasetyo Wicaksono; Gaitsa Zahira Shafira; Nazwa Isfalana Idris

Jurnal Nakula : Pusat Ilmu Pendidikan, Bahasa dan Ilmu Sosial 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

As a strategic public policy, the Free Nutritious Meal program serves as a long-term social investment aimed at enhancing the quality of human resources. This study is directed to examine and map the positive contributions of the MBG initiative to the pillars of health, discipline levels, and academic achievement of students through a literature review method. The article search, utilizing keywords such as "Makan Bergizi Gratis," "Implementasi MBG," and "Dampak MBG," yielded 10 relevant scientific articles, which were subsequently analyzed using thematic analysis techniques. The findings indicate that the MBG program exerts a significant positive impact on various dimensions of student development. In the academic aspect, this program improves students' focus, concentration, motivation, and active learning engagement. Health-wise, MBG contributes to improving nutritional status, which supports children's physical and psychological readiness, whereas, in terms of discipline, this intervention is proven to increase attendance rates while reducing tardiness at school. Overall, it is concluded that the MBG program does not merely function to fulfill essential nutritional intake, but also acts to maximize learning effectiveness and student academic performance across all education levels.

Nofanolo Buulolo; Tony Salurante

Coram Mundo : Jurnal Teologi dan Pendidikan Agama Kristen 2026 Sekolah Tinggi Teologi Injili Arastamar (SETIA) Ngabang

Digital technology has significantly transformed adolescents’ lives, including the process of character formation. While the digital era provides broad opportunities for accessing information and developing personal potential, it also presents challenges such as identity crises, individualism, instant culture, cyberbullying, moral relativism, and declining spiritual engagement. These conditions create unique challenges for Christian adolescents in maintaining values and character grounded in biblical teachings. This study aims to examine the challenges of Christian adolescent character formation in the digital era, analyze the perspectives of the Christian worldview and educational psychology on character development, and explain the relevance of integrating these perspectives in addressing contemporary challenges. The research employed a qualitative approach using a library research method. Data were collected from books, scholarly journals, and other relevant academic sources and analyzed through content analysis. The findings indicate that the Christian worldview provides a theological foundation for shaping identity, values, and character based on biblical truth, while educational psychology offers scientific insights into adolescent development and effective character-building strategies. The integration of these perspectives creates a holistic approach that addresses spiritual, moral, social, emotional, and cognitive dimensions. Therefore, this integration is essential for helping Christian adolescents navigate the challenges of the digital era wisely, responsibly, and in accordance with Christian values.

Tri Subekti; Pujiwati Pujiwati; Indriati Tjipto Purnomo

REDOMINATE : Jurnal Teologi dan Pendidikan Agama Kristiani 2026 Sekolah Tinggi Teologia Kerusso Indonesia

This study aims to analyze the use of generative artificial intelligence (GenAI) among theology students and its ethical and theological implications for theological education in the Society 5.0 era. The study employs a light mixed-methods approach with a sequential explanatory design, involving theology students as survey and interview participants. The findings show that GenAI is primarily used as a tool to understand course materials, seek initial explanations, develop ideas, and complete academic assignments. Although students demonstrate awareness of potential bias, dependency, plagiarism, and other ethical risks, practices of transparency, information verification, and critical reflection have not been carried out consistently. The concept of imago Dei is relevant as a theological lens for evaluating technology use because it affirms human dignity, responsible freedom, and moral accountability in academic practice. This study concludes that GenAI can support theological learning constructively when used wisely, integrated with Christian faith-based ethical literacy, and strengthened through clear institutional policies, lecturer guidance, and an academic culture that upholds integrity, discernment, and accountability.

Immanuela Deru; Indriati TjiptoPurnomo; Joshua Christian Wenas; Simon Simare-mare

REDOMINATE : Jurnal Teologi dan Pendidikan Agama Kristiani 2026 Sekolah Tinggi Teologia Kerusso Indonesia

This study examines contextual discipleship as a strategic approach to Christian education in a multicultural society. It employs a convergent mixed-methods design to obtain a comprehensive understanding of how discipleship contributes to students’ spiritual growth and character formation. Quantitative data were gathered through structured questionnaires, while qualitative data were collected through in-depth interviews and focus group discussions with relevant participants. The findings show that contextual discipleship significantly strengthens students’ understanding of faith, promotes tolerance and respect for diversity, encourages social engagement, and helps students respond wisely to challenges arising from technological development and digital culture. Contextual discipleship becomes effective when it is implemented consistently, supported by relational mentoring, and grounded in the translation of Gospel values into the learners’ real-life social context. The study concludes that contextual discipleship is a strategic and transformative model for developing holistic Christian education that is spiritually formative, socially responsive, and relevant to multicultural realities. Therefore, this approach can strengthen Christian educational practice and equip learners to live faithfully, responsibly, and constructively within diverse contemporary communities amid ongoing social, cultural, and increasingly digital transformation today.

Suci Dwi Prasetiyo; Edwin Agus Buniarto; Nurali Agus Najibul Zamzam

JURNAL RISET MANAJEMEN (JURMA) 2026 Institut Teknologi dan Bisnis (ITB) Semarang

This study aims to analyze the influence of love of money, hedonistic lifestyle, and locus of control on the financial behavior of students at the Faculty of Economics, Kadiri Islamic University. The background of this research is based on the low level of saving awareness and the tendency toward consumptive behavior among students, which are influenced by psychological factors and lifestyle. This study employed a quantitative approach using a survey method. The population consisted of students from the Faculty of Economics at Kadiri Islamic University, with samples selected using a simple random sampling technique. Data were collected through questionnaires and analyzed using multiple linear regression analysis.The results showed that partially, love of money, hedonistic lifestyle, and locus of control had a significant effect on students’ financial behavior. A hedonistic lifestyle tended to have a negative effect on financial behavior, while locus of control had a positive effect in improving financial management abilities. Simultaneously, the three variables significantly influenced students’ financial behavior.This research is expected to contribute to the development of financial management knowledge, particularly regarding students’ financial behavior, and to serve as a consideration for students in managing their finances more wisely.

Hidayat, Miwan Kurniawan; Na'am, Jufriadif; Ernawan, Ferda

Journal of Computing Theories and Applications 2026 Universitas Dian Nuswantoro

Abstract: Detecting chili leaf diseases remains challenging due to the non-uniform manifestation of symptoms, local discoloration, small lesion regions, and visual similarity between disease patterns and natural leaf background variations. Although YOLO-based detectors provide favorable computational efficiency, lightweight variants often struggle to distinguish subtle lesion characteristics, while conventional attention mechanisms such as CBAM primarily rely on global feature aggregation and may overlook regional activation variability. To address these limitations, this study proposes a YOLOv9s-based detection framework integrated with a Region-Dispersion Channel Spatial Attention (RDCSA) module. The proposed module incorporates regional dispersion statistics, namely mean, standard deviation, and range, as channel descriptors to capture inter-region feature variability before applying spatial attention refinement. Experiments were conducted on the COLD dataset containing 532 original images from five chili leaf condition categories using a split-before-augmentation protocol to ensure objective evaluation. RDCSA was integrated at the P5 feature level and evaluated through attention placement analysis, component-wise ablation, sensitivity analysis, stability assessment, and comparison with modern attention mechanisms. The proposed YOLOv9s + RDCSA model achieved an mAP@50 of 0.894, mAP@50–95 of 0.773, precision of 0.858, recall of 0.861, and an F1-score of 0.859 with only a marginal increase in model parameters. The results suggest that regional dispersion-based attention improves feature discrimination while preserving computational efficiency, particularly for disease symptoms characterized by heterogeneous spatial patterns. Nevertheless, performance remains influenced by visually ambiguous symptom categories, indicating that further validation across multiple datasets and field conditions is required. Overall, the proposed RDCSA module enhances detection capability without substantially increasing computational overhead, making it a promising attention mechanism for lightweight plant disease detection systems.

Petriana Dae Lelangwayan; Intansakti Pius X

Nubuat : Jurnal Pendidikan Agama Kristen dan Katolik 2026 Asosiasi Riset Ilmu Pendidikan Agama dan Filsafat Indonesia

The development of digital technology has brought about significant changes in various aspects of life, including early childhood faith education. Today’s children are growing up in an environment familiar with digital media, making it necessary to adopt a catechetical approach that keeps pace with the times. This article aims to examine the use of digital catechesis as a tool for early childhood faith education. This study employs a qualitative method with a literature review approach, gathering data from books, scientific journals, research articles, Church documents, and other relevant sources. The data is analyzed using descriptive-qualitative methods to understand the benefits, challenges, and role of digital catechesis in fostering children’s faith. Research findings indicate that digital catechesis can serve as an effective, engaging, and interactive medium for helping children learn about the teachings of the faith from an early age. The use of animated videos, religious songs, educational images, and learning apps can enhance children’s interest in learning, attention, and understanding of Catholic faith values. Furthermore, digital catechesis also assists the Church, families, and schools in providing faith education that is more contextual and aligned with the world of today’s children. However, the use of digital media still requires the guidance of parents, teachers, and faith mentors so that children receive proper direction and are protected from the negative impacts of technology. Thus, digital catechesis is a relevant tool in the faith education of young children when used wisely and purposefully. The presence of digital media does not replace the role of faith educators but serves as a tool that enriches the process of proclaiming the faith in the modern era.

Agisni Bepi Rosadi; Alya Nur Fauziyah; Fatihul Noer Ihsan; Nabilla Nur Amalia

Jurnal Manajemen dan Pendidikan Agama Islam 2026 Asosiasi Riset Pendidikan Agama dan Filsafat Indonesia

The field of education, especially Islamic Religious Education (PAI), has seen substantial changes as a result of the advancement of digital technology and artificial intelligence (AI). The existence of digital media and AI offers numerous opportunities to improve the effectiveness, efficiency, and quality of education through interactive, flexible, and easily accessible learning resources. The purpose of this article is to analyze how artificial intelligence (AI) and digital media are used in Islamic Religious Education. This includes the idea of AI and digital media, AI-based learning materials, the use of AI in educational activities, ethical considerations of AI use, the effects and difficulties of integrating AI, and the Islamic viewpoint on technological advancement. This study employed a library research method by collecting data from relevant journals, books, and other scholarly sources. The findings indicate that the use of AI and digital media in PAI learning can enhance access to information, personalize learning experiences, improve evaluation effectiveness, and increase student engagement in the learning process. However, the implementation of AI also presents several challenges, such as limited digital literacy among teachers, inadequate facilities and infrastructure, ethical concerns, and the potential decline of direct educational interaction between teachers and students. Therefore, the utilization of AI in Islamic Religious Education should be carried out wisely while maintaining Islamic values, ethics, and the primary goal of Islamic education in shaping students’ character.

Fira Fausila; Muhammad Akhir; Anzar Anzar

Bhinneka: Jurnal Bintang Pendidikan dan Bahasa 2026 Universitas Palan

The development of digital technology has driven significant changes in learning practices, including Indonesian language learning, which increasingly utilizes online platforms such as YouTube. In this context, digital literacy is not only related to the technical ability to access information but also encompasses ethical, critical, and character-building aspects of students. This study aims to analyze the integration of digital literacy and character education values in online learning through Indonesian language educational videos on YouTube. The research employed a qualitative approach using content analysis methods. The research data consisted of Indonesian language learning videos selected purposively based on the relevance of the material, channel popularity, and consistency of educational content. The findings reveal that Indonesian language learning videos on YouTube contain various character education values, such as responsibility, academic honesty, hard work, independence, tolerance, and communicative attitudes. These values are integrated through the presentation of materials, the use of polite language, contextual examples, and reflective invitations that encourage students to think critically. In addition, aspects of digital literacy are reflected in the ability of video content to guide students toward the wise, selective, and responsible use of digital media. However, the study also identified several limitations, particularly the lack of systematic explicitness of character values and the suboptimal two-way interaction between educators and students.

Yosfian Capriranda Aji; Ratih Kusumastuti; Riski Hernando

JURNAL RISET AKUNTANSI 2026 Institut Teknologi dan Bisnis (ITB) Semarang

The advancement of fintech, particularly the Buy Now Pay Later (BNPL) feature, is influencing student consumption patterns, including Shopee PayLater, which is popular for its convenience dan flexibility. This study aims to examine the influence of financial literacy, social environment, trust, dan income on the intention to use Shopee PayLater, with hedonic motivation as a mediating variable. A quantitative method using a survey dan SEM-PLS analysis using WarpPLS 7.0 was applied, based on UTAUT2 dan TPB theories. The results show that social environment dan income significantly influence intention, while financial literacy dan trust do not. Furthermore, financial literacy, social environment, dan income significantly influence hedonic motivation, but trust does not. Hedonic motivation only mediates the influence of social environment dan income on intention, not financial literacy dan trust. The results confirm that social dan economic factors are more dominant in driving BNPL use through emotional aspects dan pleasurable experiences. This study is expected to contribute to theory dan practice, as well as policy recommendations to improve financial literacy dan the wise use of financial services.

Fitria, Egi Des; Mediatati, Nani

Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik) 2026 LPPM Universitas 17 Agustus 1945 Semarang

The development of information and communication technology has increased the use of gadgets among high school students. Gadgets provide convenience in the learning process, but also have the potential to affect students' social behavior patterns. This study aims to describe and analyze the influence of gadget use on the social behavior patterns of students at SMA Negeri 3 Salatiga. This study uses a mixed methods approach, which is a combination of qualitative and quantitative methods. Qualitative data was obtained through observation, interviews, and documentation, while quantitative data was obtained through the distribution of questionnaires to 72 students in grades XI-5 and XI-7 who were selected using purposive sampling techniques. The results of the study showed that the use of gadgets had an effect on decreasing the intensity of direct social interaction, reduced empathy for the surrounding environment, weakening interpersonal communication with peers and teachers, and low cooperation in group activities. Students tend to focus more on the use of gadgets than active involvement in social activities in the school environment. Therefore, it is necessary for schools, teachers, and parents to supervise and guide the use of gadgets wisely so as not to hinder students' social development.

Fitriyana Fitriyana; Elvyani Nuri Harlawati Gaffar; Rizki Nurliana Astuti

Faedah : Jurnal Hasil Kegiatan Pengabdian Masyarakat Indonesia 2026 FKIP, Universitas Palangka Raya

Development of digital technology has brought very big change in the world of education especially in the teaching and learning process which is then expected to become more flexible, interactive and easy to access. but in reality digitalization progress also creates challenges in the form of the influence of algorithms low digital literacy and use Artificial Intelligence (AI) which is excessive in the learning process. Community Service Activities (PKM) carried out in order celebration National Education Day (Hardiknas) with a theme Digital Education; Key Opens the Gate Future Unlocked Algorithm. Activities are carried out and implemented via a webinar held and broadcast live via the Islamic Center of East Kalimantan YouTube channel on May 5, 2026. Methods of implementing activities using guided interactive discussions by a moderator and presenting competent speakers in their fields. Results of the discussion shows that technology is increasingly developing able to provide convenience in the process learning and increasing understanding participant regarding the importance of digital education, digital literacy influence of algorithms and usage Artificial Intelligence (AI) wiser in teaching and learning activities.

Azizah Azizah; Syamzaimar Syamzaimar

Jurnal Insan Pendidikan dan Sosial Humaniora 2026 International Forum of Researchers and Lecturers

This study aims to analyze the use of digital learning media in improving learning outcomes and to examine the impact of social media on adolescents’ behavior in daily life in the digital era. The method used is a qualitative approach with a literature study (library research) design, conducted through the collection, review, and analysis of various relevant scholarly sources. The findings indicate that digital learning media play an important role in enhancing students’ motivation, engagement, and learning outcomes, as they are able to present material in an interactive, engaging, and easily understandable manner. On the other hand, social media has a dual impact on adolescents’ behavior. Its positive effects include ease of communication, access to information, and the development of creativity, while its negative effects include addiction, decreased learning focus, social comparison that lowers self-esteem, exposure to negative content, and the emergence of the Fear of Missing Out (FOMO) phenomenon, which can affect mental health.  Therefore, the wise use of digital media and proper supervision are necessary to support the improvement of educational quality while also fostering positive character development in adolescents.

Dewilna Helmi

Jurnal Pengabdian dan Kesejahteraan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Rapid developments in digital technology have had a significant impact on students’ lives, particularly in the use of social media and excessive consumption of digital content. The phenomenon known as Brain rot has become a growing concern because it can affect students’ concentration, learning motivation, and quality of thinking. This study aims to provide education regarding the impact of brain rot on students’ concentration and learning motivation in the digital era. The activities were carried out through counseling methods, interactive discussions, and mentoring for junior high school students. The materials presented included the definition of brain rot, the effects of excessive digital media use, the importance of learning time management, and strategies to improve learning focus. The results of the activity showed that students gained a better understanding of the negative impacts of uncontrolled digital media use. In addition, students began to realize the importance of limiting gadget use and increasing productive learning activities. This educational program also helped raise students’ awareness of the importance of maintaining mental health and cognitive abilities amid the rapid development of digital technology. Through this educational activity, students are expected to use technology wisely so that their concentration and learning motivation can improve optimally. Educational programs regarding brain rot need to be carried out continuously as part of strengthening digital literacy within the school environment.

Khoirul Alfiyani; Reza Fandana

Jurnal Motivasi Pendidikan dan Bahasa 2026 International Forum of Researchers and Lecturers

 This study aims to analyze the use of Google Translate in the process of learning English, highlighting its benefits, limitations, and impact on students’ learning quality. This research employs a qualitative approach using a library research method, where data are obtained from various literature sources such as books, scholarly articles, and relevant online publications. The findings indicate that Google Translate is widely used by students as a tool to quickly and practically understand English texts. However, this high level of usage also leads to several issues, including the inaccuracy of translations in certain contexts, increased dependency on technology, and a limited understanding of language structure. Nevertheless, Google Translate still provides advantages in improving learning efficiency and access to global knowledge resources. Therefore, the use of this technology needs to be guided wisely so that it supports the learning process without reducing students’ cognitive engagement. This study is expected to contribute to a better understanding of the role of technology in language learning in the digital era and to serve as a reference for educators and students in utilizing technology more effectively.  

Desty Endrawati Subroto; Ismail Pahmi; Ratu Bilqis Nurhaida; Devi Nurviyanti

Jurnal Riset Rumpun Ilmu Bahasa 2026 Pusat riset dan Inovasi Nasional

This study aims to examine the application of artificial intelligence (AI) in learning to write scientific papers and its impact on the level of originality of students in the Indonesian Language and Literature Education Study Program (PBSI) Semester VI at Bina Bangsa University. This study uses a qualitative method with a descriptive approach, which was conducted through reference searches and interviews with 30 of the total 35 students. The results of the study indicate that AI is utilized functionally as an aid in the writing process, such as compiling outlines, paraphrasing, developing ideas, and reviewing writing. Based on the interview results, the use of AI platforms is dominated by Chat GPT at 50%, followed by Perplexity at 27%, and Gemini.ai at 23%. These findings indicate that students do not rely on a single platform, but rather utilize various technologies adaptively according to their needs. In terms of discussion, the use of AI has a positive impact in the form of improved writing quality, time efficiency, development of creative ideas, increased digital literacy, and the provision of instant feedback. However, there are also challenges that arise, such as the potential for decreased originality, dependence on AI, the risk of violating academic ethics, information bias, and data privacy issues. Therefore, AI should be used as a tool, not a substitute for students' critical thinking skills. This research emphasizes the importance of using AI wisely, critically, and responsibly so that students can produce original, high-quality, and integrated scientific work in the digital age.

Evi Junaidy Naitboho; Aelsthri Ndandara; Jacklin Stefany Manafe; Hotlif A. Nope

Jurnal Ilmu Sosial, Bahasa dan Pendidikan 2026 Pusat Riset dan Inovasi Nasional

This research is motivated by the reality of ethnic and cultural diversity in congregation life which reflects the dynamics of a multicultural society, where differences in cultural identity have the potential to cause social friction if not managed wisely. This research uses a descriptive qualitative approach with normative studies, with data collection techniques through interviews, observations, and documentation of informants consisting of pastors, congregation councils, and presbyters. The theory used is Ralph Linton's role theory which explains how individuals carry out social functions according to their status in society. The results of the study indicate that the life of the GMIT Sion Oepura congregation is characterized by multicultural dynamics as seen from the diversity of ethnicities such as Timor, Rote, Sabu, Flores, and Alor which not only enriches church life through cultural expressions in worship and church activities, but also gives rise to symbolic friction between ethnic groups, such as the tendency for the dominance of certain cultural symbols and the emergence of group ego attitudes in several worship activities, for example in the celebration of Language and Culture Month. In this situation, religious leaders play a role as leaders who embrace diversity, mediators in managing potential conflicts, and social and moral role models for the congregation through sermons, pastoral guidance, and various service activities that involve the entire congregation without differentiating cultural backgrounds. Despite the existence of cultural differences and the tendency for certain symbolic dominance, religious leaders are able to manage this diversity normatively so that it does not develop into open conflict. This study concludes that the role of religious leaders is very important in strengthening social solidarity and maintaining harmony in multicultural congregations.

Ni Komang Githa Chandra Dew; Komang Febrinayanti Dantes; Ni Ketut Sari Adnyani

Desentralisasi : Jurnal Hukum, Kebijakan Publik, dan Pemerintahan 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

This study aimsmto examineiin depthvthe perspective of information technology law and human rights on the phenomenon of political buzzers on social media within the context of digital development in the era of globalization. This research is motivated by the rapid advancement of information technology, which has brought significant changes in various aspects of society, including the political sphere that increasingly utilizes social media as a means of communication and information dissemination. The phenomenon of political buzzers has become a controversial issue, particularly during election periods, as it is often associated with the spread of inaccurate information, defamation, hate speech, and the manipulation of public opinion that may harm society and disrupt social stability. This study employs a normative legal research method using statutory and conceptual approaches. The results indicate that political buzzers generally operate under the justification of freedom of expression as part of human rights. However, such freedom is not absolute and must be limited to prevent violations of others' rights and to maintain public order. In this regard, information technology law in Indonesia, particularly through regulations governing digital activities, plays an important role in controlling deviant buzzer practices. Nevertheless, the absence of specific regulations explicitly governing political buzzers has resulted in less optimal law enforcement. Therefore, strengthening regulations and increasing public awareness in the wise use of social media are necessary to create a healthy, responsible, and sustainable digital ecosystem.

Flora Amalia Putri A.N.I; Hamidah Alsyach; Maria Meutia; Enny Diah Astuti

Jurnal Mahasiswa Kreatif 2026 International Forum of Researchers and Lecturers

This study aims to analyze the influence of the TikTok application on changes in the lifestyles of teenage girls in the digital age. TikTok, as one of the most popular social media platforms among the younger generation, plays an important role in shaping the way they think, behave, and interact socially. This study uses a qualitative descriptive approach to describe the challenges faced in maintaining a positive lifestyle, as well as efforts to minimize its negative impacts. The results of the study show that TikTok has a dual impact: positively, this platform facilitates self-expression, creativity, and the development of interests; however, negatively, excessive use can trigger consumptive behavior, decreased self-confidence, and deviations from social and cultural values. Factors such as beauty trends, imitation of foreign cultures, and social pressure in the virtual world also influence the lifestyles of adolescent girls. To reduce these negative impacts, it is necessary to improve digital literacy, parental supervision, and education on social media ethics in schools. With a wise approach, TikTok can be used as a positive tool in building the character, creativity, and self-confidence of adolescent girls in the digital age.

Yusuf, Shehu Mohammed; Saidu, Hamza; Saminu, Sani Saleh

Journal of Computing Theories and Applications 2026 Universitas Dian Nuswantoro

Suspicious urban sound recognition is a critical component of intelligent public safety and urban monitoring systems, enabling the automated identification of anomalous acoustic events such as gunshots, sirens, and other security-sensitive sounds. However, existing deep learning approaches often struggle to simultaneously capture long-range temporal dependencies and global contextual relationships, particularly under noisy and acoustically complex urban conditions. This limitation can reduce reliability in safety-critical scenarios where missed detections carry significant risk. To address these challenges, this study proposes a Multi-Branch Bidirectional Long Short-Term Memory (BiLSTM) framework with Multi-Head Self-Attention (MHSA) for enhanced sequential and contextual feature modeling. Mel-frequency cepstral coefficients (MFCCs) are extracted from a curated subset of the UrbanSound8K dataset, comprising five suspicious sound classes, and used as input to the proposed architecture. The multi-branch design enables complementary temporal representations, while the self-attention mechanism provides lightweight contextual weighting of BiLSTM outputs. Experimental results demonstrate that the proposed model achieves a test accuracy of 95.59%, outperforming conventional Dense and LSTM-based baseline models under identical experimental settings. An ablation study further confirms the contribution of multi-branch integration and attention-based enhancement to overall performance. Class-wise evaluation reveals consistently high recall across all sound categories, particularly for safety-critical classes such as gunshots and sirens. These findings indicate that the proposed framework provides robust and reliable performance, making it suitable for real-time smart city surveillance and public safety applications.