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Davis Achriyandi Hisyammudin; Aayudyah Eka Apsari

International Journal of Industrial Innovation and Mechanical Engineering 2025 Asosiasi Riset Ilmu Teknik Indonesia

The production process of wooden batik at Sanggar Peni Krebet plays an important role in preserving local culture and supporting the economy, but workers face the risk of musculoskeletal disorders due to unergonomic working positions when performing activities such as sculpting, sanding, batik making, and boiling . Based on the NBM questionnaire on 15 workers, the highest complaints were found in the right upper arm (100%), right wrist (100%), and waist (88%). Research using the RULA and REBA methods revealed the batik activity to have a very high risk (RULA 7, REBA 11), requiring immediate improvement, while boiling had a medium to high risk (RULA 5, REBA 9), requiring investigation and change. The EFD emphasizes the importance of designing batik boiling stoves, chairs and tables that consider height according to the worker's body size, ergonomic working positions, and comfortable strainer handles. Tool development should focus on improving comfort, safety and efficiency, with design adjustments to support workers' postures and use lightweight yet strong materials. The application of these elements is expected to improve safety and productivity in the batik industry.

Elmustian Elmustian; Siti Andriana

International Journal of Studies in International Education 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

This article discusses the development of Digital Learning media based on Malay rhymes for high school students (SMA) with the aim of improving the competence of literary appreciation. The research was conducted using research and Development (R & D) with the ADDIE model (Analysis, Design, Development, Implementation, Evaluation). Data were collected through observation, questionnaires, and literature appreciation tests given to students before and after using digital learning media. The results showed that digital learning media Malay poem was able to improve students' understanding of the structure, meaning, and cultural values in the poem. In addition, this media makes it easier for teachers to present literary material in an interactive and interesting way, thereby increasing student learning motivation. The integration of digital media in learning also facilitates students in exploring literature more creatively. This finding confirms that the integration of digital technology in traditional literary learning can support the improvement of cultural literacy competence and literary appreciation in high school students. This innovation opens up new possibilities for engaging students with their cultural heritage in a digital era, encouraging a deeper understanding and connection with traditional arts.

Anastasia Hoar; Yohana Febriana Tabun; Marianus Teti; Yuventius Tamelab

Aljabar : Jurnal Ilmuan Pendidikan, Matematika dan Kebumian 2025 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Improving students' learning motivation in Natural Sciences (IPA) in fifth grade students of SDI Tabene through the application of the Quantum Teaching learning model. The Quantum Teaching learning model, with the TANDUR principle (Grow, Experience, Name, Demonstrate, Repeat, Celebrate), is designed to create a fun and relevant learning environment to students' experiences. This Classroom Action Research was carried out in two cycles, each consisting of planning, implementation, observation, and reflection. The subjects of the study were 32 fifth grade students of SDI Tabene. Data were collected through observation, tests, and documentation. The results showed an increase in students' learning motivation. In cycle I, the average student learning motivation was 60.7%, which was classified as sufficient. After improvements were made in cycle II by optimizing each stage of TANDUR, the average student learning motivation increased to 82.1%, classified as very good. This increase was seen from students' higher enthusiasm, active participation in discussions, and increased curiosity about science materials. It can be concluded that the application of the Quantum Teaching learning model is effective in improving students' learning motivation in fifth grade students of SDI Tabene.

Amalia, Marsha Nur

Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa 2025 Universitas Maritim AMNI Semarang

This study aims to describe the implementation of the Problem Based Learning (PBL) model in teaching personal and official letter writing, and to examine its impact on improving the writing skills of Grade VII B students at SMP Negeri 2 Banjarmasin. The study is motivated by students’ difficulties in distinguishing the structure and language style of personal and official letters, as well as their low engagement in the learning process. This research employed a descriptive quantitative approach using a One Group Pretest-Posttest design. The instruments included writing tests (pre-test and post-test) and observation sheets to assess students’ activities and attitudes. The results indicate that PBL positively influences students' writing abilities. This is evidenced by a significant increase in the average post-test scores compared to the pre-test, along with improvements in critical thinking, collaboration, and independence. Students also demonstrated better understanding of the structural and linguistic features of both types of letters. Thus, the PBL model is recommended as an effective instructional strategy to enhance the quality of writing instruction, particularly within the framework of the Kurikulum Merdeka.

Yeni Zuryaningsih; Ahmad Syai; Cut Zuriana; Ilham Septian

SENIMAN: Jurnal Publikasi Desain Komunikasi Visual 2025 International Forum of Researchers and Lecturers

This study aims to strengthen Acehnese traditional music and dance as an effort to preserve local wisdom for Generation Alpha at SMPN 1 Darussalam, Aceh Besar. The background of this study the decreasing interest of students in traditional arts due to the strong influence of globalization and digital culture, particularly among Generation Alpha who grow up a technology-oriented environment. This research employed a quasi-experimental method using a one-group pretest–posttest design. The learning intervention focused on the practice of Rapai Geleng music and Ranup Lampuan traditional dance through peer tutoring and direct instruction (demonstration). The participants consisted of 35 students, including 14 male students in the Rapai Geleng class and 21 female students the Ranup Lampuan dance class. Data were collected through observation, documentation, and performance-based assessment during three instructional sessions. The findings indicate noticeable improvement in students’ practical skills, including rhythmic accuracy, coordination, group cohesiveness, movement technique, and expressive performance. In addition, students demonstrated increased motivation, confidence, and positive attitudes toward Acehnese traditional arts. The peer tutoring method enhanced collaborative learning and social interaction, while direct instruction effectively supported the mastery of procedural and psychomotor skills. The study also highlights that traditional arts learning serves a meaningful experiential medium for Generation Alpha, integrating biological potential with cultural and aesthetic experience. The results suggest that strengthening traditional music and dance education at the junior high school level plays a strategic role in preserving local wisdom, reinforcing cultural identity, and ensuring the continuity of Acehnese traditional arts in the digital era.

Listia Evalina; Rokiah Kusumapradja; Tjipto Rini; Aytan Azizli

International Journal of Management and Strategic Business Leadership 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

This study investigates the clinical handover process as a critical component of patient safety and healthcare service quality in hospital settings. Inconsistent communication, incomplete documentation, and the absence of standardized procedures were identified as major problems contributing to communication failures and potential adverse events. The objective of this research was to develop and test a structured and effective handover model that could improve communication accuracy and documentation reliability among healthcare professionals. A mixed methods design was employed, consisting of a qualitative phase (in-depth interviews, observations, and document analysis) to explore real-world handover practices, followed by a quantitative phase using a pretest–posttest design to evaluate the effectiveness of the proposed model. The study proposes an integrated handover model based on SBAR-IM (Situation, Background, Assessment, Recommendation, Intervention, Monitoring) strengthened by Quality Control (QC) and Mutual Confirmation (MC) mechanisms. The findings demonstrate a significant improvement in handover quality after implementation, with communication scores increasing from 74 to 84.5 and documentation scores improving from 48.3 to 63.0 (p < 0.05). Qualitative results further revealed reduced communication errors, improved clarity of clinical information, and enhanced interprofessional collaboration. This study concludes that the proposed SBAR-IM–based QC–MC model is effective, practical, and suitable for improving patient safety and healthcare service quality in hospital environments.

Alya Nur Afifah Rahmi; Halimatus Sa’diah; Mewatia Silitonga; Muhammad Aris Fadillah; Virna Ramada Fitri +2 more

Jurnal Pengabdian Masyarakat Terapan 2025 Lembaga Pengembangan Kinerja Dosen

This community service program aims to enhance the smart communication skills of young learners at SD Muhammadiyah 5 and 11 Banjarmasin through structured educational socialization and mentoring activities. The program was initiated in response to the low level of awareness among elementary school students regarding the importance of effective communication in supporting academic development and interpersonal relationships. The implementation consisted of several stages, including interactive socialization sessions, practical communication exercises, group discussions, and ice-breaking activities designed to build confidence and engagement. Evaluation results showed a notable improvement in students’ speaking, listening, and peer interaction abilities. Students demonstrated clearer articulation, better turn-taking in conversations, and increased willingness to participate in class activities. In addition, positive behavioral changes were observed, including improved self-confidence and more respectful communication patterns. These outcomes indicate that the smart communication-based character education approach is effective in strengthening students’ social and emotional development, particularly in early education environments. Overall, this program proves that targeted communication training can play a crucial role in fostering essential life skills among elementary school students.

Rossa Rikha Putri Rachim; Sabrina Sofi Qadirfa

Jurnal Pengabdian Kepada Masyarakat 2025 Pusat Riset dan Inovasi Nasional

Parenting communication literacy is a fundamental competence that influences children’s growth in cognitive, emotional, and social domains. Initial findings at Posyandu Teratai, South Tangerang, revealed that many mothers still relied on authoritarian and less dialogical communication, which limited children’s confidence and engagement. In response, the Community Service (PKM) team of Universitas Pamulang implemented a program entitled Optimizing Parenting Communication Literacy through Digital Media. The activities were designed using participatory strategies such as lectures, interactive group discussions, simulation exercises, and the dissemination of digital learning materials in the form of modules and videos. The program outcomes demonstrated considerable improvement in mothers’ knowledge and attitudes toward positive communication practices, including the ability to listen actively, provide encouragement, and employ digital platforms as continuous learning resources. Furthermore, the integration of digital tools enabled mothers to access and exchange information beyond formal training sessions. The broader impact of the program was the establishment of a collaborative learning community at Posyandu, which not only supported families in applying positive parenting approaches but also reinforced community-level awareness of effective communication in child-rearing.

Zulfa Lailaturrosidah; Agus Maman Abadi

International Journal of Mathematics and Science Education 2025 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

This study aims to analyze the effectiveness of the STEM approach and the scientific approach in learning Trigonometry in terms of students’ mathematical problem-solving ability and self-efficacy. The research employed a quasi-experimental method with a nonequivalent comparison group design. The study population consisted of all Grade X MIPA students at MA Al-Ma’had An-Nur in the 2023/2024 academic year, with the sample taken from classes X MIPA 1 and X MIPA 2. Data collection instruments included pre-test and post-test assessments of mathematical problem-solving ability and a student self-efficacy questionnaire. Effectiveness criteria were based on post-test averages exceeding 75 for problem-solving ability and self-efficacy scores above 72, as well as improvements from pre-test results. Data were analyzed using the t-test at a 5% significance level to determine learning effectiveness in both groups. Differences in students’ initial conditions and treatment effects were examined using Hotelling’s T² and the N-Gain score test. An independent-sample t-test of N-Gain was used to compare the superiority between the two approaches. The results indicated that both the STEM and scientific approaches were effective in improving students’ mathematical problem-solving ability and self-efficacy. The STEM approach significantly influenced both variables and was superior in enhancing problem-solving ability, although not superior in improving students’ self-efficacy.

Eva Manfaaatin; Suci Nurul Pazri; Hera Siti Nurjanah; Yunira Yunda Riswanti

Jurnal Pendidikan Anak Usia Dini dan Kewarganegaraan 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

Early childhood education plays a crucial role in building the foundation for children’s cognitive, social, emotional, and creative development. Creativity is an essential aspect that must be stimulated through meaningful and contextual play activities. This study aims to describe the process and outcomes of developing children’s creativity through the implementation of loose part play with the theme “School Environment” at TK Tunas Karya III Sukanagara. The research employed a descriptive qualitative approach involving 64 children from group A and group B, along with their accompanying teachers. Data were collected through participatory observation, semi-structured interviews, and documentation of the children’s creative works during the activities. The results reveal that loose part play effectively enhances children’s creativity. The children demonstrated improvements in divergent thinking, imagination, and self-confidence. Moreover, they became more environmentally aware, utilized recycled materials to create new objects, and exhibited collaboration and responsibility in group activities. Teachers played an essential role as facilitators who provided support and guidance throughout the exploration process. The loose part approach aligns with the principles of the Merdeka Curriculum, which emphasizes active, participatory, and experience-based learning for young children. This study provides practical implications for early childhood educators to design creative learning experiences that are low-cost, environmentally friendly, and relevant to the children’s real-life context.

Lulut Suhermi; Dian Ika Safitriana; Nur Khasanah

International Journal of Education and Literature 2025 Lembaga Pengembangan Kinerja Dosen

The improvement of Islamic elementary education quality largely depends on the competence of teachers as the primary agents of learning. In the context of Madrasah Ibtidaiyah (MI), the challenges of globalization and the implementation of the Merdeka Curriculum demand teachers to develop professionally, innovatively, and with strong Islamic values. This study aims to analyze the integration of transformational leadership and organizational culture in enhancing the quality of teachers’ human resources in MI. A qualitative approach with a case study design was employed at three Islamic elementary schools in Central Java. Data were collected through interviews, observations, and documentation, and analyzed using the Miles and Huberman model with source and method triangulation for validation. The findings reveal that transformational leadership practiced by school principals plays a crucial role in building teachers’ motivation, commitment, and change orientation through exemplary behavior, inspiration, and empowerment. Meanwhile, an organizational culture rooted in Islamic values strengthens collaboration, professionalism, and shared responsibility among teachers. The integration of these two elements creates a synergistic effect that enhances teachers’ pedagogical, professional, and spiritual competencies. It can be concluded that transformational leadership combined with a strong organizational culture serves as an effective strategy to sustainably improve teacher quality in Madrasah Ibtidaiyah..

Indinastin Indinastin; Munir Munir; Sugianto Sugianto; Kismiadi Kismiadi; Olivia Rahayu +7 more

FUNDAMENTUM : Jurnal Pengabdian Multidisiplin 2025 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

Micro, Small, and Medium Enterprises (MSMEs) in Indonesia often face challenges in protecting their Intellectual Property Rights (IPR), particularly due to limited understanding of trademark, copyright, and product design registration. This lack of legal awareness reduces competitiveness and increases the risk of ownership disputes. This Community Service Program aimed to enhance the legal knowledge and awareness of MSMEs regarding IPR through an interactive counseling activity in Bacang Subdistrict, Pangkal Pinang City. The method included material presentation, interactive discussions, IPR registration simulations, and evaluation using pre-test and post-test. The activity was attended by 25 participants from various business sectors. The results showed a significant improvement in participants’ understanding, as evidenced by the average pre-test score of 43.08 increasing to 77.08 in the post-test, representing a 79% improvement. Beyond knowledge enhancement, participants also demonstrated a shift in mindset, with the majority expressing a commitment to initiate IPR registration steps. These findings confirm that practice-based counseling combined with interactive discussions is effective in increasing MSME legal awareness and supporting the protection of intellectual assets through IPR mechanisms

Boy Piter Nizu Kekri; Franslin Dewi Arianiningsih; Endro Risdiyanto

Jurnal Pengabdian dan Kesejahteraan Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

This Community Service Program aims to enhance the practical abilities of educational staff in understanding and implementing the Electronic Employee Performance Target (e-SKP) system within the Faculty of Economics and Business, Cenderawasih University. The training program was designed to meet the needs of staff for practical knowledge regarding digital performance appraisal systems in accordance with the latest civil service regulations. The training applied an andragogical approach, emphasizing adult learning experiences through simulations, focused group discussions, and hands-on practice in using the e-SKP application. The resource person, Sukrisman, S.T., M.Cs., provided technical guidance and interactive assistance throughout the activity. The results indicated an improvement in participants’ knowledge and skills in operating the e-SKP application, as evidenced by their ability to independently prepare performance reports and actively engage in evaluation discussions. Moreover, participants gained a better understanding of the relationship between job descriptions, positions, and daily logs with performance indicators measured through e-SKP. Future development of this program will focus on implementing a study-program-based approach and integrating the e-SKP system with the faculty’s overall performance planning framework.

Yogatama, Ahmad Nizar

Jurnal Penelitian Manajemen dan Inovasi Riset 2025 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

The rapid advancement of smartphone technology has shaped consumer buying behavior, especially among students who depend on these devices for learning and social interaction. This research examines how product features and price perceptions influence students’ decisions to purchase Oppo smartphones in Malang City. Using a quantitative research design, data were obtained through questionnaires distributed to 428 respondents and processed using multiple linear regression analysis. The findings indicate that both product features and perceived price positively and significantly affect purchasing decisions, with product features demonstrating a more dominant role. The proposed model accounts for 66.2% of the variance in purchase decisions, suggesting that these two factors play a substantial part in shaping consumer choices. The results highlight the need for manufacturers like Oppo to focus on continuous feature improvements and maintain competitive pricing to strengthen market appeal. It is also suggested that future studies integrate additional variables such as brand image, marketing promotions, or user experience to offer a broader and more in-depth explanation of the determinants influencing smartphone purchase behavior.

Adilah Nurazani; Ali Mustopa Yakub Simbolon; Rahmi Simanjuntak; Farhan Farhan; Mutia Safitri

SOSIAL: Jurnal Ilmiah Pendidikan IPS 2025 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

School administration is a fundamental component in ensuring effective and high-quality education in elementary schools. This study aims to describe the concept of effective school administration, the essential administrative components that must be designed and managed, and the factors influencing its success in supporting educational quality improvement. A qualitative approach was employed, focusing on naturally occurring administrative processes within elementary educational institutions. Data were obtained through literature review on the management of curriculum, students, educational staff, finance, facilities, and school–community relations. The findings indicate that effective school administration must be carried out systematically through core management functions, including planning, organizing, implementing, and monitoring. The success of school administration is strongly influenced by the leadership of the principal, the competence of teachers and staff, the utilization of information technology, accountable financial management, adequate facilities, and community participation. Therefore, strengthening school administration becomes a key strategy in creating an orderly, efficient, and student-oriented educational process to improve learning quality in elementary schools.

Hendra Jatnika; Mia Kusmiati

International Journal of Management Science and Entrepreneurship 2025 International Forum of Researchers and Lecturers

Goals – Goals from studies This is For explore approach strategic in development System Information Management (SIM) as integral part in support digital transformation of modern organizations. Study This emphasize importance integration technology information , effective data management as well as improvement digital competence resources Power man in operation system. Design/ methodology / approach – Conceptual article This use method review library with analyze various work relevant academic and technical manuals , in particular related implementation of SIM in the sector public and private . Study This referring to the works Jatnika et al. (2022–2024), including utilization Microsoft Office applications as skills supporting basis​ organizational digital literacy . Findings – Findings studies This show that SIM development is not just effort technical , but rather need strategic in support digital transformation . Key strategies covers design modular systems , data mining integration , training programs based users , and evaluation system in a way periodic . Components This allows organization build responsive and adaptive SIM ecosystem . Implications practical – Organizations that want to do digital transformation is necessary invest in development digital capabilities of sources Power the human as well as ensure effectiveness use developed SIM system in a way strategic can become driving force main in increase efficiency , accuracy , and capability taking decision across work units . Originality / value – Study This offers a conceptual model structured about development of SIM in context digital transformation , based on literature applications and needs organizations in the real world . This article give outlook practical for taker policy , IT managers , and HR developers .  

Mei Manullang; Riamin Sinaga; Andar Gunawan Pasaribu

jurnal Riset Rumpun Agama dan Filsafat 2025 Pusat Riset dan Inovasi Nasional

This study aims to analyze the role of Internal Quality Assurance (IQA) in creating and maintaining excellent schools. IQA is a systematic mechanism designed to ensure that all educational processes operate according to established quality standards while serving as a means for continuous evaluation and improvement. This research employs a literature study method with a descriptive qualitative approach, utilizing secondary sources such as books, scientific journals, government regulations, and relevant previous studies. The findings indicate that IQA plays a strategic role in building an education system oriented toward quality and accountability. Through the implementation of the Plan-Do-Check-Act (PDCA) cycle, schools are able to establish measurable quality standards, control learning processes, and conduct continuous evaluations of educational outcomes. The implementation of IQA also fosters a culture of quality that encourages collective awareness among all school members regarding the importance of continuous improvement. However, IQA implementation still faces several challenges, including limited competent human resources, lack of leadership commitment, inadequate facilities and infrastructure, and resistance to change. A case study at SMP Negeri 2 Tarutung reveals that the success of IQA is determined by visionary leadership, stakeholder support, and the use of data-based quality information systems. Therefore, IQA functions not only as a supervisory tool but also as a managerial strategy for achieving holistic and sustainable educational quality improvement

Cahya Isna; Nurul Hafizah; Marlita Andhika Rahman

Jurnal Ilmu Kesehatan Umum, Psikolog, Keperawatan dan Kebidanan 2025 Asosiasi Riset Ilmu Kesehatan Indonesia

The high incidence of risky sexual behavior among adolescents is caused by several factors, such as the environment and low selfcontrol. Adolescents living in former red-light districts are at higher risk of risky sexual behavior due to environmental factors and a lack of self-control. Therefore, appropriate psychoeducational media are needed to help improve adolescents' selfcontrol so that risky sexual behavior can be prevented. This study aims to determine the content validity of the ‘SCOUPER’ self-control psychoeducation module as a preventive measure against risky sexual behavior among adolescents in former red-light districts. This study used the Research and Development (R&D) method with a 3D model (Define, Design, and Develop). The define stage analyzed the needs of adolescents, the design stage developed the self-control psychoeducation module, and the develop stage included validity testing with rating scores by experts or validators. The data analysis used in this study was descriptive analysis with Aiken's V formula and validator input. The validity test results showed that the SCOUPER self-control psychoeducation module scored between 0.75 and 1,00 in the high – very high category. Based on the validity test results, the SCOUPER module can be concluded to be valid for use with some suggestions and improvements from the validator. The SCOUPER self-control psychoeducation module is valid in terms of content, construct, and language, and has the potential to be used as a preventive medium in preventing risky sexual behavior among adolescents, especially in former red-light districts.

Kardiana Metha Rozhana; Kardiana Zendha Avalentina; Adi Tri Atmaja

Proceeding of the International Conference on Global Education and Learning 2025 Asosiasi Riset Ilmu Pendidikan Indonesia

The objective of this research is to improve student learning interest in nonfiction texts through the implementation of E-Litera, a digital-based interactive literacy media. This study utilized a classroom action research design conducted in two cycles involving 24 fourth-grade students at SDN Sidomulyo. Data were obtained from questionnaires, observations, interviews, and documentation. The results showed a significant improvement in student learning outcomes throughout the research process. In the pre-action phase, only 8 students (33.3%) achieved the minimum mastery criteria, while 16 students (66.7%) did not meet the criteria. This figure increased to 12 students (50%) in the first cycle, and significantly rose to 20 students (83.3%) in the second cycle. The enhanced performance in the final cycle reflects the effectiveness of E-Litera in providing visually engaging and structured content, which helped deepen students' understanding of nonfiction materials. These findings support the use of E-Litera as a meaningful and engaging digital media to foster reading interest and improve comprehension skills in elementary education. By using E-Litera, the teaching and learning process can be more effective and enjoyable, ultimately improving the quality of student learning.

Mesioye, Ayobami E.; Falade, Adesola M.; Akinola, Kayode E.

Journal of Computing Theories and Applications 2025 Universitas Dian Nuswantoro

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