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Domisianus Edison Wege; Aprianus Ledrik Moimau

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

This article theologically analyzes the role of the Holy Spirit in the lives of believers through a study of the doctrine of pneumatology, traced from the testimony of Scripture to its impact on the practice of Christian faith. The purpose of this study is to explain how the work of the Holy Spirit is understood not merely as a theological concept, but also as a spiritual reality that shapes the identity, character, and dynamics of believers’ service. The method employed is qualitative research with a library research approach, involving the analysis of relevant theological and biblical sources to construct a conceptual framework concerning the work of the Holy Spirit in guidance, conviction, the sealing of salvation, spiritual transformation, and empowerment in ministry. This research is necessary because there remains a limited understanding of pneumatology that tends to be doctrinal and disconnected from concrete faith experiences. The findings of this study indicate that the presence of the Holy Spirit plays a vital role in leading believers into truth, forming Christian character, strengthening their identity as children of God, and empowering them to serve effectively within the community. Therefore, pneumatology holds significant practical relevance in fostering a dynamic, reflective, and transformative life of faith in the contemporary Christian context.

Delfi Verlita Kurniawan; Aditya Romadhon; Dimasrizal Dimasrizal

Mandub: Jurnal Politik, Sosial, Hukum dan Humaniora 2026 STAI YPIQ BAUBAU, SULAWESI TENGGARA

This study aims to analyze the effect of public satisfaction on political participation in the 2024 single-candidate regional election (Pilkada) in Batanghari Regency. Political participation in elections is an important indicator of democratic quality, especially in a single-candidate contest where electoral competition is limited. The research employed a quantitative explanatory approach with a sample of 151 respondents selected through simple random sampling. Data were collected using structured questionnaires and analyzed using simple linear regression with IBM SPSS Statistics to determine the relationship between public satisfaction and political participation. The results indicate that public satisfaction has a positive and significant effect on political participation, with a coefficient of determination (R²) of 0.510. This means that 51% of the variation in political participation can be explained by public satisfaction, while the remaining percentage is influenced by other factors not included in this study. However, voter turnout in the 2024 election declined compared to the previous regional election. These findings suggest that public satisfaction is not the sole factor influencing political participation, as the level of political competition in a single-candidate election also plays an important and contextual role in shaping voter behavior and turnout.

Heriziana Hz; Shanti Rosalina

Jurnal Sains dan Kesehatan (JUSIKA) 2026 Universitas Muhamadiyah Manado

Work stress is a critical occupational health concern among midwives working at primary healthcare facilities. This cross-sectional study aimed to analyze factors associated with work stress among 30 midwives, including age, marital status, length of service, and dual-role conflict. Data were collected using structured questionnaires measuring work stress (9 valid items) and dual-role conflict (6 items), and analyzed through univariate, bivariate (Fisher's Exact Test and Chi-Square), and multivariate (binary logistic regression) analyses. Results showed that 43.3% of midwives experienced high work stress and 53.3% reported high dual-role conflict. Bivariate analysis revealed significant associations between work stress and marital status (p=0.009) and dual-role conflict (p=0.004), while age (p=0.633) and length of service (p=0.586) were not significant. Multivariate analysis identified dual-role conflict as the primary determinant of work stress (OR=15.762; 95% CI: 2.149–115.631; p=0.007). Healthcare facility management should develop gender-responsive policies and workplace stress intervention programs to reduce dual-role conflict and work stress among midwives.

Melisya Ubwarin; Yeremia Hia

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

The paradigmatic transformation of Christian Religious Education (CRE) in the digital era has become a crucial issue to be examined because the development of information technology, virtual culture, and globalization has brought significant changes to adolescents’ mindsets, behaviors, and character formation. These conditions have created various moral and spiritual challenges, such as identity crises, declining ethical sensitivity, and the increasing influence of individualistic and hedonistic values among young people. This study aims to analyze the paradigm transformation of Christian Religious Education in shaping adolescent character through a theological-pedagogical perspective that is relevant to the context of the digital era. The research employs a qualitative method using a library research approach and descriptive analysis of various scientific, theological, and pedagogical sources related to Christian education, teacher spirituality, and adolescent character development in the digital age. The findings indicate that the transformation of the CRE paradigm should be directed toward contextual, participatory, and transformative learning by positioning teachers as spiritual role models and facilitators of character formation. Furthermore, the integration of Christian values, the ethical use of technology, and collaboration among schools, families, and churches are important factors in shaping adolescents who possess strong character, integrity, and spiritual maturity amid increasingly complex digital challenges.

Amirudin Amirudin; Anto Anto; Kristian Moses

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

Christian religious education teachers act as agents of social, spiritual, and cultural transformation by integrating Christian values ​​into the lives of communities that are still strongly bound to ancestral customs and beliefs. The transformation of customs through contextual evangelism is both a challenge and an opportunity for Christian religious education (PAK) teachers in carrying out their roles as educators and servants of God in a pluralistic society. This study aims to analyze the strategic steps of PAK teachers in integrating Gospel values ​​with local culture without eliminating the identity of the Christian faith or damaging the noble values ​​of customs. The research method used is a qualitative approach and literature study. The results of the study indicate that PAK teachers need to have three main strategic steps, namely contextual understanding by studying in depth the values, symbols, and practices of local customs, a transformational approach, namely presenting Gospel values ​​through education that respects culture but leads to renewal of life and pedagogical implementation through creative and reflective learning methods that foster students' awareness of faith and social responsibility. With this strategy, Christian Religious Education teachers can become agents of transformation, bridging the gap between Christian faith and local culture, ensuring that evangelism is not confrontational but contextual, dialogical, and builds lives rooted in the love of Christ.

Fitri Wijayanti; Avia Masliani; Yanto Abdilah; Ema Suraya; Muhammad Syifa Zakariya +1 more

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

The rapid advancement of digital technology has significantly influenced various aspects of children's and adolescents' lives, particularly emotional development and social interaction. Excessive and uncontrolled use of digital media may negatively affect emotional regulation, communication skills, and interpersonal relationships. Therefore, educational institutions play an important role in helping students develop positive character and social behavior. Islamic Religious Education (IRE) is expected to contribute to character formation by instilling moral values, strengthening self-control, and encouraging healthy social interactions. This study aimed to analyze the effectiveness of Islamic Religious Education learning on the emotional development and social interaction of late childhood students in the digitalization era. A quantitative study with a cross-sectional design was conducted among 40 students at MIS As-Syafi'iyah 10 Bogor in 2026. Data were collected using structured questionnaires and analyzed using the Chi-square test. The findings revealed that 32 respondents (80%) demonstrated a good level of Islamic Religious Education learning. In addition, 23 respondents (57.5%) showed good emotional development, while 28 respondents (70%) demonstrated good social interaction. Statistical analysis showed a p-value of 0.001 (<0.05), indicating a significant effectiveness of Islamic Religious Education learning on students' emotional development and social interaction. These findings suggest that Islamic Religious Education contributes positively to fostering emotional maturity and improving social relationships among students in the digital era.

Crisena Crisena; Firiska Yulinata Nababan; Naomi Yolanti Octavia Ritonga; Novita Ester Marlina Zebua

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

This study aims to analyze the role of Christian Religious Education (CRE) teachers as counselors in shaping students’ social behavior amid increasing behavioral deviations such as bullying, violence, misuse of social media, and low tolerance. These phenomena are influenced by internal factors such as emotional instability and identity formation, as well as external factors including family, environment, and digital culture. This research employs a descriptive qualitative method using a library research approach by collecting data from books, scholarly journals, and relevant documents. The findings reveal that CRE teachers play a strategic role not only as educators but also as counselors who accompany students holistically, covering spiritual, moral, emotional, and social aspects. The counseling role performed by CRE teachers includes modeling behavior, mediating conflicts, strengthening self-control, providing social support, and building empathetic relationships with students. Through this approach, students undergo a process of internalizing Christian values such as love, forgiveness, responsibility, and tolerance, which contribute to the development of positive social behavior. Furthermore, collaboration among teachers, parents, and the community serves as a supporting factor in successful character formation. Therefore, the role of CRE teachers as counselors is proven to be effective in shaping students’ social behavior in accordance with moral, social, and religious values, while contributing to the development of a generation with integrity and competitiveness.

Aristya Ika Wardani

Jurnal Riset Rumpun Ilmu Kesehatan 2026 Pusat riset dan Inovasi Nasional

Muscle-invasive bladder cancer (MIBC) is an aggressive malignancy associated with high morbidity, reduced survival, and impaired quality of life. Radiotherapy (RT) has been widely used as a bladder-preserving strategy, particularly for patients unsuitable for surgery or systemic chemotherapy. RT may also enhance tumor immunogenicity through programmed death-ligand 1 (PD-L1) upregulation, providing a rationale for combination therapy with immunotherapy. This study aimed to evaluate the effectiveness of combining immunotherapy and radiotherapy in MIBC treatment. A systematic review was conducted following PRISMA 2020 guidelines using the PICO framework. Literature searches were performed in PubMed, Embase, Cochrane, ClinicalTrials.gov, Web of Science, and Scopus databases for studies published between 2016 and 2025. Risk of bias was assessed using the Cochrane Risk of Bias Tool and ROBINS-I. Of 105 identified studies, five met the inclusion criteria and were included in the final analysis. Only one Phase II randomized controlled trial demonstrated low risk of bias in randomization and allocation concealment. ROBINS-I assessment indicated moderate to serious risk in confounding and participant selection domains. Clinical findings showed promising outcomes, with complete response rates ranging from 35%–50% and partial response rates from 25%–40%. Median overall survival ranged from 24–30 months, with favorable disease-free and progression-free survival outcomes. Combined immunotherapy and radiotherapy demonstrate potential to improve survival and disease control in MIBC; however, further rigorous clinical studies are needed to optimize patient-centered treatment strategies.  

Saeful Amin; Icha Aisah Azzahra; Natasya Zakiatul Awalia Irhan; Syifa Alifia Azzahra

Jurnal Riset Rumpun Ilmu Kesehatan 2026 Pusat riset dan Inovasi Nasional

Breast cancer remains a major global health challenge, with treatment effectiveness often limited by drug resistance and the toxic side effects of chemotherapy on normal cells. The exploration of bioactive compounds from natural sources through a medicinal chemistry approach offers a promising alternative strategy. This study aims to examine the molecular mechanisms of action and Structure-Activity Relationships (SAR) of various natural compound scaffolds as potential breast anticancer agents. The method employed was a systematic narrative literature review of 15 recent scientific articles evaluating computational parameters, including molecular docking, as well as in vitro and in vivo activities. The results indicate that polyphenols, flavonoids such as quercetin and EGCG, and curcumin possess strong cytotoxic activity and high binding affinity toward cancer-related target macromolecules. SAR analysis demonstrates that key structural features, including the number and position of free phenolic hydroxyl groups, the presence of gallate ester groups, and conjugated diketone systems, play a crucial role in determining ligand receptor complex stability. These interactions are supported by hydrogen bonding, hydrophobic interactions, and favorable steric compatibility within receptor binding sites. Computational findings further suggest that structural optimization can enhance ligand selectivity and improve pharmacokinetic properties. This study concludes that natural phytochemical scaffolds have significant potential as lead compounds and provide a rational basis for Computer-Aided Drug Design in developing more potent, selective, multi-target, and safer breast anticancer therapies.

Fedila Wica Tsabitah; Intan Nuraini

Birokrasi: JURNAL ILMU HUKUM DAN TATA NEGARA 2026 Sekolah Tinggi Ilmu Administrasi (STIA) Yappi Makassar

The practice of money politics remains a serious challenge in the implementation of the 2024 General Election and the 2024 Regional Elections in Indonesia, as it has the potential to undermine the principles of fairness, honesty, and democratic integrity. This study aims to analyze the role of the Election Organizer Ethics Council (DKPP) in adjudicating violations related to money politics, particularly from the ethical perspective of election organizers. The method used is a qualitative approach through literature study of laws, regulations, and DKPP decisions. The findings indicate that DKPP plays a strategic role in maintaining the neutrality and professionalism of election organizers by enforcing the code of ethics, imposing sanctions, and supervising behaviors that may involve or tolerate money politics practices. Although DKPP's authority is limited to the ethical domain and does not extend to criminal law enforcement, its existence remains crucial as a moral guardian within the electoral system. Therefore, synergy between DKPP, law enforcement institutions, and public participation is necessary to minimize money politics and to realize democratic and integrity-based elections.

Gita Puspita Sari; Nili Fauziah; Emna Laisa; Fitria Fitria

Jurnal Miftahul Ilmi: Jurnal Pendidikan Agama Islam 2026 STIKes Ibnu Sina Ajibarang

This study aims to explain the effectiveness of assessment in the learning process, focusing on improving student outcomes at SDN Larangan Tokol 1 Pamekasan. This research applies a qualitative methodology categorized as a descriptive study. Data collection was carried out through observation, interview sessions, and document analysis involving teachers and students at SDN Larangan Tokol 1 Pamekasan The findings of the study indicate that the implementation of learning process evaluation is conducted systematically and continuously through question and answer activities, daily assignments, group discussions, learning practice, daily tests, as well as the assessment of students’ attitudes and skills. Teachers use various strategies to improve the effectiveness of learning evaluation, such as the use of varied teaching methods, providing motivation, habituation of discipline, utilization of learning media, and the implementation of remedial and enrichment programs.Supporting factors for the effectiveness of learning evaluation include the support of the principal, teacher competence, parental support, and the availability of learning facilities. Meanwhile, the obstacles include differences in students’ learning abilities, lack of motivation among some students, and limited availability of certain learning media.The assessment of the learning process contributes effectively to improving students’ academic achievement, shaping discipline and responsibility character, as well as increasing students’ participation and collaboration in the ongoing learning process. Therefore, learning assessment plays a crucial role in creating an effective learning process and improving student achievement at SDN Larangan Tokol 1 Pamekasan.

Gobay, Novianti; Yoseb Belen Keban; Alfonsus Mudi Aran

JURNAL ILMIAH PENDIDIKAN KEBUDAYAAN DAN AGAMA 2026 CV. ALIM'SPUBLISHING

This study aims to determine the leadership competency of Catholic religious education teachers in creating a conducive learning environment at SMP Negeri 4 Nubatukan. This research used a qualitative approach with a case study approach. Data collection was conducted through observation, interviews, and documentation involving Catholic religious education teachers, students, and school officials. The results indicate that Catholic religious education teachers have demonstrated leadership competency through their ability to manage the classroom, provide good role models, build positive relationships with students, and provide motivation during the learning process. Teachers also strive to create a safe, comfortable, and orderly learning environment to encourage students to be more active in learning. Furthermore, several supporting factors exist, such as collaboration between teachers and the school, parental support, and the application of religious values ​​in the school environment. However, this study also identified several obstacles, such as limited learning facilities, lack of student participation, and limited learning time. Based on the results, it can be concluded that the leadership competency of Catholic religious education teachers plays a crucial role in creating a conducive learning environment and supporting student development, both academically and spiritually.

Alimudin Alimudin; Abdul Rahim; Madi Madi

JURNAL ILMIAH PENDIDIKAN KEBUDAYAAN DAN AGAMA 2026 CV. ALIM'SPUBLISHING

This study aims to analyze the role of parents in fostering adolescents' moral development and to identify the supporting and inhibiting factors in this process in Karya Jaya Village, Buton Regency. This research is motivated by the importance of adolescence as a critical developmental stage that is highly vulnerable to environmental influences, thus requiring optimal moral guidance, especially from the family as the first and primary educational institution. This research employs a qualitative descriptive approach. The research subjects consist of 30 parents and adolescents selected through purposive sampling. Data collection techniques include observation, interviews, and documentation to obtain in-depth and comprehensive data. The data analysis technique uses the Miles and Huberman model, which consists of data reduction, data display, and conclusion drawing. The results show that parents play a significant role in moral development through role modeling, habituation of moral and religious values, effective communication, and supervision of adolescents' behavior in daily life. Parental role modeling is a key factor in shaping adolescents’ moral behavior, as adolescents tend to imitate what they observe within the family environment. Supporting factors include harmonious family conditions, active parental involvement, and a positive social environment. Meanwhile, inhibiting factors include parents' busyness, lack of supervision, and the influence of technology and peer environment. Therefore, the role of parents is crucial in shaping positive moral behavior among adolescents.

Endah Dwi Hayati; Drihartati, Sri Sulihingtyas; Margono Slamet, Yosep Bambang

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

Teachers, as professionals, play a crucial role in managing learning in the classroom. One essential skill that teachers must have is managerial skills, which involve organizing learning activities, setting up the learning environment, and applying suitable methods for learning tasks. In the context of differentiated learning focused on student needs, teacher managerial competence is vital for designing and managing instruction tailored to each student's requirements. Differentiated learning is an approach that emphasizes meeting the needs, interests, and learning styles of individual students. This study was conducted using a literature review method, drawing data from various sources including books, articles, and relevant previous research. The review shows that for successful differentiated learning, teachers need to implement managerial strategies for identifying students’ learning needs, managing content, processes, learning products, and conducting regular formative assessments. Furthermore, teachers must create an environment that supports the learning process through strong collaboration among students, between teachers and students, and with parents. Therefore, improving teacher managerial skills is one way to achieve inclusive learning and accommodate student diversity.

Whendy Brasilianna; Wieke Dewi Suryandari; Mohamad Tohari

Jurnal Hukum, Politik dan Humaniora 2026 Lembaga Pengembangan Kinerja Dosen

Discrimination in the workplace is a problem that can hinder the creation of a fair and inclusive work environment. Discrimination can take the form of differential treatment of employees based on gender, race, religion, disability, sexual orientation, or other factors unrelated to individual performance and competence. To address this issue, the law plays a crucial role in providing employee protection to ensure equality and non-discrimination in the workplace. Various legal instruments, both national and international, regulate employee protection from discrimination, including the Employment Law, the Human Rights Law, and conventions issued by the International Labour Organization (ILO). However, the effective implementation of these regulations remains a challenge, particularly in terms of implementation, enforcement, and employee awareness of their rights. This study aims to analyze the role of law in protecting employees from discrimination in the workplace by examining applicable regulations and the challenges in their implementation. The research method used is a normative juridical method, which focuses on the study of relevant laws and legal principles. The analysis is conducted on national legal provisions and international legal instruments as references for protecting workers from discrimination. Furthermore, this study identifies barriers to legal implementation and offers recommendations to improve the effectiveness of legal protection for employees. This analysis is expected to provide insight into the urgency of regulatory reform and strengthening so that the law can play an optimal role in creating a fairer and more discrimination-free work environment.

Abdul Rochim; Mohamad Tohari; Naya Amin Zaini

Jurnal Hukum, Politik dan Humaniora 2026 Lembaga Pengembangan Kinerja Dosen

In contemporary legal systems, social conflict between the state and indigenous communities is a complicated matter, especially when it comes to the acknowledgement and defense of indigenous peoples' rights to land, natural resources, and cultural identity. Indigenous peoples' rights, which before the establishment of the modern state, are frequently disregarded by imbalances in official policies that prioritize development interests. In this context, legal reconciliation is a relevant approach to resolving these conflicts in a just and sustainable manner. Legal reconciliation emphasizes the integration of customary law into the national legal system and the harmonization of state policies and the interests of indigenous peoples to create a more inclusive legal order. The study of legal standards relevant to resolving disputes between the state and indigenous peoples is the main emphasis of this research, which employs a normative juridical approach. The approach used in this research includes an analysis of national legislation, international legal instruments related to indigenous peoples' rights, and relevant legal doctrines. Using a statute approach and a conceptual approach, this research explores how legal reconciliation can be implemented in resolving social conflicts. Furthermore, this research highlights the role of legal principles such as restorative justice, legal pluralism, and recognition of indigenous peoples' rights in developing more effective conflict resolution mechanisms. This analysis is expected to establish a strong legal foundation for promoting more inclusive and socially just legal policies for indigenous peoples.

Vania Vipassana; Mela Karlina; Melati Syaftia; Nindi Juliani; Sakila Salsa Pratiwi +3 more

Bhinneka: Jurnal Bintang Pendidikan dan Bahasa 2026 Universitas Palan

This study aims to map the trajectory of syntactic acquisition in three-year-old children through syntactic patterns and communicative functions in naturalistic interaction. Using a mixed-methods approach, data from native Indonesian-speaking children were collected over a period of 1.5 months through the involve-conversation technique. Analysis of 80 utterances using frequency distribution, Mean Length of Utterance (MLU), and functional grammar revealed a dominant Subject–Verb–Object (S–V–O) structure (30%) and an MLU of 5.82 morphemes. These findings indicate a developmental transition from telegraphic speech to early multi-clause constructions, reflecting increasing linguistic complexity. Cognitive compensation is marked by the use of pragmatic particles and non-canonical sentence patterns driven by ideational, interpersonal, and textual functions. The results support the usage-based hypothesis, suggesting that early syntactic development is functional, sequential, and non-linear in nature. Furthermore, the study highlights the role of interactional experience in shaping emerging grammatical competence. This classification serves as a micro-longitudinal assessment tool and provides a pedagogical basis for scaffolding interventions aimed at stabilizing complex linguistic patterns and enhancing language development in early childhood education settings.

Abdul Ghofur; Hendri Kurniawan; Apri Kuntariningsih; Ahmad Muthohar

An International Journal Tourism and Community Review 2026 Akademi Kesejahteraan Sosial Ibu Kartini Semarang

This study examines the role of the creative economy in enhancing sustainable tourism potential in Pampang Cultural Village, Samarinda, Indonesia, and identifies strategic priorities for its development. Pampang Cultural Village is recognized for its rich cultural heritage preserved by the Dayak Kenyah community, which serves as a valuable tourism asset. Despite this potential, the contribution of creative economy activities to tourism development has not been fully optimized. Therefore, a comprehensive analysis is needed to formulate effective development strategies. This research employs a mixed qualitative–quantitative approach using the SWOT-AHP method. SWOT analysis is utilized to identify internal strengths and weaknesses as well as external opportunities and threats affecting creative economy development. Subsequently, the Analytic Hierarchy Process (AHP) is applied to determine the priority level of each strategic factor and alternative strategy. The findings indicate that the village possesses significant creative economy potential in cultural performances, handicrafts, culinary products, traditional fashion, and cultural souvenirs. Cultural authenticity emerges as the primary strength, while limited innovation capacity and digital marketing skills remain the major weaknesses. The results further reveal that the highest-priority strategy is the development of innovative creative tourism products rooted in Dayak Kenyah cultural heritage while preserving cultural authenticity. This strategy should be supported by digital promotion, human resource capacity building, stakeholder collaboration, and improvements in tourism infrastructure to achieve sustainable tourism development.

Priyambodo, Aji; Isnanto, R. Rizal; Sanjaya, Ridwan

Journal of Computing Theories and Applications 2026 Universitas Dian Nuswantoro

Batik motif classification has attracted growing attention in visual computing due to its role in cultural heritage preservation, textile informatics, museum documentation, and automated cataloging. Although many studies report high classification accuracy, robustness under real-world acquisition conditions remains insufficiently understood. Batik images are frequently affected by illumination variation, blur, folds, watermark overlays, wearable deformation, scale inconsistency, and background clutter, creating challenges that extend beyond conventional image-noise assumptions. Existing studies largely focus on improving classification performance, while the interactions among acquisition variability, feature representation, evaluation practice, and deployment constraints remain fragmented. This systematic literature review addresses this gap by synthesizing batik classification research through a robustness-aware perspective. Using query expansion, backward and forward citation chaining, relevance screening, and thematic coding, 116 candidate records were identified, resulting in 50 highly relevant studies for detailed analysis. The review reveals that robustness is shaped less by denoising alone than by the combined effects of acquisition conditions, representation design, evaluation realism, and deployment context. Handcrafted descriptors remain competitive for small datasets and structured motifs due to their data efficiency and interpretability, whereas deep learning models achieve the highest reported accuracy when supported by sufficient data diversity and realistic augmentation. Hybrid representations emerge as the most consistently balanced approach, combining local texture stability with higher-level abstraction across heterogeneous acquisition settings. The review further identifies recurring robustness failure patterns, including background dependency, illumination instability, motif-scale inconsistency, wearable deformation, and source-shift vulnerability. Based on these findings, a robustness-oriented research agenda is proposed, emphasizing cross-acquisition evaluation, representation-stability analysis, batik-specific robustness benchmarks, acquisition-aware augmentation, and deployable lightweight or hybrid architectures. The study contributes a domain-specific synthesis that reframes batik motif classification from an accuracy-centric task toward a robustness-aware visual recognition problem.

Norma Yunita; Kokom Komariah

Garina 2026 Akademi Kesejahteraan Sosial Ibu Kartini Semarang

This study analyzes the integration of aesthetics and ethics in cosmetology education and its implications for strengthening the professionalism of cosmetology teachers. Cosmetology is often viewed as an applied field that primarily produces visual beauty through make-up, skin care, hair care, and cosmetic services. However, professional cosmetology practice also involves moral responsibility because it deals directly with the human body, personal identity, safety, comfort, and client trust. This article uses a normative qualitative method with conceptual and philosophical approaches through library research. The analysis is organized through three dimensions of philosophy of science: ontology, epistemology, and axiology. The findings show that, ontologically, cosmetology studies beauty and the human body not merely as physical objects, but as subjects with value, dignity, and diverse meanings. Epistemologically, cosmetology knowledge is constructed through the integration of scientific theory, practical skills, professional experience, sanitation principles, occupational safety, and service standards. Axiologically, cosmetology contains ethical values that guide beauty practices so that they remain honest, safe, responsible, and respectful of human dignity. The integration of aesthetics and ethics strengthens the role of cosmetology teachers as educators, professional models, and character builders in vocational education. Therefore, cosmetology learning should not only emphasize technical competence and visual results, but also internalize ethical awareness, reflective judgment, and responsibility in every stage of professional practice.