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Ismail Idris; Anwar Nur Wahid; Tegar Danuarta Kusuma; Muhammad NurFauzi Sahono

Router : Jurnal Teknik Informatika dan Terapan 2026 Asosiasi Profesi Telekomunikasi dan Informatika Indonesia

The development of digital technology has driven significant changes in modern learning methods by integrating various multimedia media. However, multimedia's ability to facilitate learning depends largely on the extent to which its presentation aligns with the principles of learning psychology, particularly those outlined in the Cognitive Theory of Multimedia Learning (CTML). This study aims to examine the role and effectiveness of multimedia in transforming modern learning methods by combining the results of recent empirical research from 2020 to 2024. This study used the Systematic Literature Review (SLR) method by analyzing 22 journal articles obtained from several databases such as Scopus, Web of Science, ScienceDirect, Google Scholar, and Sinta. Research shows that the use of interactive multimedia helps increase student enthusiasm for learning, participation, understanding of concepts, and the ability to remember course material. However, disorganized multimedia design can add unnecessary mental burden, thereby reducing learning effectiveness. These findings suggest that the successful use of multimedia depends not only on the level of technological advancement but also on the quality of learning design that applies cognitive theory. This study provides a comprehensive summary of the latest research and provides tangible benefits for educators in creating effective digital learning content.

Nadya Anisa Iffa; Ronadia Ronadia; M. Riski Hidayatullah; Syarifuddin Syukur; Rani Oktapiani

Jurnal Inovasi Pendidikan 2026 Lembaga Pengembangan Kinerja Dosen

This study investigates the implementation of history learning based on Higher Order Thinking Skills (HOTS) in developing students' analytical history skills. This research is motivated by the dominance of conventional teaching focused on lectures that emphasize memorization of facts rather than critical and analytical thinking. The study aims to describe how HOTS-based strategies are implemented in history classes and to analyze their impact on students' analytical skills. This research uses a qualitative descriptive methodology. Data were collected through classroom observations, interviews, and documentation, then analyzed using data reduction, data display, and conclusion drawing techniques. The findings show that before the implementation of HOTS, students' responses were mostly descriptive and limited to recalling factual information. After the implementation of HOTS-based learning through the use of analytical questions, historical case studies, source analysis, and structured group discussions, students showed significant improvement in explaining cause-and-effect relationships, evaluating historical evidence, and building logical arguments. Students became more active in discussions and demonstrated a deeper conceptual understanding than mere memorization. However, several challenges were identified, including students' limited experience in critical thinking, time constraints, and the need for teachers to be better prepared in designing HOTS-oriented learning instruments. Overall, this study concludes that HOTS-based history learning effectively improves students' analytical history skills and shifts the learning orientation from lower-order thinking to higher cognitive engagement. This approach pedagogically contributes to fostering a critical, reflective, and contextual understanding of history that is relevant to the demands of 21st-century education.

Rina Apriana; Putri Sidatillah Umma; Dimas Julian Pratama; Sani Safitri; Rani Oktapiani

SOSIAL: Jurnal Ilmiah Pendidikan IPS 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

The development of digital technology in the 21st century has significantly influenced educational practices, including the teaching of history in schools. Conventional teaching methods often make history learning less engaging and limit students’ active participation. Therefore, innovative learning models based on digital technology are needed to improve the quality of history education and support the development of 21st-century skills such as critical thinking, creativity, communication, and collaboration. This study aims to examine the role of innovative digital technology-based learning models in history learning to enhance students’ 21st-century skills. The research uses a qualitative approach with a literature study method by analyzing various academic sources such as books, journal articles, and relevant research publications. The findings indicate that the integration of digital technology in innovative learning models can increase students’ engagement, improve their understanding of historical events, and encourage active learning through interactive media and digital resources. Furthermore, the use of digital technology enables students to access diverse historical sources and develop analytical and interpretative abilities. The study implies that the implementation of digital-based innovative learning models in history education can support more meaningful learning and contribute to the development of students’ competencies needed in the digital era.

Istiqomah Istiqomah; Sifana Alqorana; Meysi Wulandari; Safina Desfianti; Sani Safitri

SOSIAL: Jurnal Ilmiah Pendidikan IPS 2026 Asosiasi Peneliti Dan Pengajar Ilmu Sosial Indonesia

The rapid development of digital technology in the 21st century has brought significant changes to various aspects of life, including education. One of the emerging innovations in the educational field is the use of Artificial Intelligence (AI) as a tool to support the learning process. The integration of AI in history education offers new opportunities to create more interactive, adaptive, and contextual learning experiences through access to various digital historical sources. This study aims to analyze the integration of Artificial Intelligence in history learning and its implications for improving students’ digital historical literacy. This research uses a qualitative approach with a descriptive method through a literature study by reviewing various scientific articles related to the use of AI in education and digital literacy in history learning. The findings indicate that the use of Artificial Intelligence can assist students in accessing, analyzing, and understanding various digital historical sources more broadly through interactive media such as online archives, historical simulations, and technology-based learning platforms. In addition, the integration of AI can increase student engagement in the learning process, encourage critical thinking skills, and support more personalized learning based on students’ needs and abilities. However, the implementation of this technology must be accompanied by the strengthening of digital historical literacy as well as the application of academic integrity, ethical principles, and responsible use of technology. Therefore, the proper integration of Artificial Intelligence can serve as an innovative strategy to enhance the quality of history education in the digital era.

Fitri Rahmawati; Arif Susanto

Dinamika Pembelajaran : Jurnal Pendidikan dan bahasa 2026 Lembaga Pengembangan Kinerja Dosen

Students as pioneers of nation development, must be able to grow and create jobs through developing an entrepreneurial spirit in higher education. The aims of this research are (1) to develop a project-based entrepreneurship learning model and (2) to test the effectiveness of the project-based entrepreneurship learning model to foster students' entrepreneurial motivation in the Primary School Teacher Education Study Program (PGSD) Muhammadiyah University, Purworejo. The method used in the research is the Research & Development model DBR (Design Based Research). The research subjects were 36 students of the PGSD Study Program at Muhammadiyah University Purworejo studying Local Business entrepreneurship. Data were collected using observation, portfolio, questionnaire, interview and FGD methods. The data analysis techniques used in this research are qualitative analysis, percentages, and difference tests (t-test). The research results show that: 1) improvements to the Local Business entrepreneurship learning model are more directed at applicable practicum, and creating graduates who have an entrepreneurial spirit; 2) design and prototype development consists of three components, namely learning objectives, learning methods, and assessment; 3) validation tests and limited tests show that the learning objectives, material content and presentation are in accordance with the content, appearance and language; and 4) product testing using an experimental class determined based on student learning styles, the majority of students have an accommodating learning style, the results of the portfolio assessment show students have very good and good grades, the products produced by student work groups are in accordance with learning styles, and effectiveness tests show The application of project-based Local Business entrepreneurship learning in the PGSD Study Program at Muhammadiyah University, Purworejo, is able to foster students' entrepreneurial spirit very well.  

Siti Konaah; Isabelle Clara; Aisyah Ariesca Putri; Ririn Ayu Anjar Wani; Nabilla Khairunnisa. S +1 more

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2026 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

This study aims to explore the effectiveness of various intervention strategies, including counseling services, learning strategies, and occupational therapy in treating children with Attention Deficit Hyperactivity Disorder (ADHD). Through a qualitative method based on literature studies, this study applies systematic data processing to evaluate the impact of a holistic approach on children's behavior and concentration. Analysis is carried out through data reduction procedures, data presentation, and verification of conclusions to measure the extent to which a holistic approach influences the development of children's behavior and concentration abilities. The results of the study indicate that multimodal approaches, such as Cognitive Behavior Therapy (CBT) and occupational therapy, are effective in improving children's self-control, emotional regulation, and motor skills. In addition, the implementation of an Individual Learning Program (IPP) in schools and intensive collaboration with parents play a major role in creating a supportive environment for children with ADHD. This study concludes that integrated treatment between behavioral interventions and the success of optimizing children's potential depends heavily on the integration of professional behavioral treatment with active support from the family.

Ahmat Kadafi; Meilia Rosani; Djunaidi Djunaidi

International Journal of Educational Development 2026 Asosiasi Periset Bahasa Sastra Indonesia

This research aims to describe the implementation of the Pancasila Student Profile Strengthening Project (P5) in shaping student character at SD Negeri 160 Palembang. As a core component of the Independent Curriculum (Kurikulum Merdeka), P5 is designed to reinforce the fundamental values of Pancasila in students.This study employs a qualitative case study method. Data were collected through direct observation, in-depth interviews, and documentation involving the principal, vice-principal of curriculum, classroom teachers, students, and parents. The results indicate that P5 implementation is carried out through three systematic stages: planning (team formation and theme selection), execution (applying experiential learning that encourages collaboration), and assessment. The three primary values emphasized are faith and morality, respecting differences, and togetherness. Despite challenges such as time constraints, synchronization of materials across subjects, and the need for teacher training, the study concludes that P5 is an effective instrument for character education. To optimize results, it is recommended to enhance program monitoring and align the conceptual understanding of P5 among educators. Overall, SD Negeri 160 Palembang has demonstrated a serious commitment to integrating P5 as a means of positive character building.

Ngatipan Ngatipan

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2026 Lembaga Pengembangan Kinerja Dosen

Difficulties in learning to read the Qur’an among adults do not always stem from the quality of teaching materials or instructors, but are often caused by the use of learning methods that are not appropriate to adult learners’ characteristics. Adults possess distinct psychological, physiological, and experiential backgrounds that require learning approaches different from those used for children. Monotonous and rigid instructional methods may hinder motivation and limit learning outcomes, particularly in Qur’anic literacy education. This condition is further compounded by physical limitations commonly experienced by adults and the elderly, such as dental and oral health problems, as well as strong regional language accents that affect pronunciation accuracy. In response to these challenges, the Tsaqifa method was developed as an alternative and practical approach specifically designed for adult beginners who have little or no prior ability to read the Qur’an. This method emphasizes simplicity, flexibility, and learner-centered instruction, enabling participants to gradually improve their Qur’anic reading skills in a supportive and non-intimidating learning environment. Through its application, adult learners are encouraged to regain confidence and motivation in studying the Qur’an, thereby contributing to efforts to reduce Qur’anic illiteracy among adult and elderly communities, particularly in rural areas.

Imania Laia; Sandra Rosiana Tapilaha

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

This study discusses the importance of family-focused Christian theology in building children's character in the digital era through the Christian Religious Education (PAK) approach. The transformation of information and communication technology has brought major changes, including in the fields of education and character formation. The digital era provides opportunities to increase knowledge and access to learning, but also raises challenges in the form of weakening moral values, integrity, and relationships within the family. The family as a divine institution has a primary role in teaching Christian values ​​through role models, communication, and direct experience. This study uses a qualitative method with a descriptive-analytical approach, which reviews literature and observations of Christian education practices both in families and schools. The results show that families have an important role in developing children's faith and character, while PAK serves as a link between faith education at home and formal education at school. PAK is considered relevant because it can unite students' cognitive, affective, and conative aspects in facing the influence of digital culture. Overall, family-based Christian theology supported by PAK has great relevance in shaping a young generation with integrity, critical thinking, and character. This approach not only instills knowledge of faith but also prepares students to become responsible and wise leaders in utilizing technology in accordance with Christian values.

Anis Marfuah Husnul Khotimah; Asep Purwo Yudi Utomo

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

Curiosity is a very important capital to start learning. Because, with curiosity, humans can dig up interesting information and tips so that they can gain broader insight. In this sophisticated era, it is easier for people to find the information they need. One media that is often used to access information is YouTube. There are many videos on YouTube that can provide interesting and quality information, one of which is Maudy Ayunda's video. This research aims to describe the forms of assertive speech acts contained in the booklist edition of Maudy Ayunda's YouTube channel. The approach used in this research is methodological and theoretical. The approach used in this research is a qualitative descriptive approach and a pragmatic approach. The data collection method used in this research was the observation method, followed by the observation technique. The data analysis method in this research is the pragmatic subtype. The research results found that there were types of assertive speech acts including, namely, assertive speech acts stating 31 data, suggesting 11 data, boasting that no data was found, complaining about 5 data, and claiming 14 data.

Zulkifli Alamsah Sutanto

RISOMA : Jurnal Riset Sosial Humaniora dan Pendidikan 2026 Asosiasi Ilmuwan Pendidikan, Sosial, dan Humaniora Indonesia

Ki Hajar Dewantara is a figure in the world of education who is influential in Indonesia and made the date of his birth, namely May 2, a national education day and the father of education is Ki Hajar Dewantara. In his writings he indicated that with various kinds and ways of expressing ideas in accordance with the time and era and the objects he faced, all of Ki Hajar Dewantara's writings contained enthusiasm and breathed struggle. Thoughts about education have also been used until now, including in this case the existence of an independent campus or independent learning initiated by Nadiem Makarim. The purpose of this study was to find out Ki Hajar Dewantara's thoughts on citizenship education. This study uses a literature review study with the existence of data collection techniques using various books and sources in studying it. While the data analysis uses the critical appraisal method. So from this, researchers produce research on civics education based on structure, curriculum content, teachers and learning models in countries that have met education standards in the world, especially in civics education. The results of the study confirm that in Ki Hajar Dewantara's book there is an important point, namely when it is related to the flow in educational philosophy, namely liberalism that regarding tolerance, in Ki Hajar Dewantara's book can be found in education and teaching that is closely related to a particular stream of life, for example religion, belief Spirituality and others in public schools may only be given as "general knowledge" and in the basic principles which presumably can promote the development of character in general, so as a general ethnic, namely manners and decency.

Karolus Wulla Rato; Sihang Gregorius Balimema; Herman Huki Ratu; Noviana Martha Dimu; Katarina Yunita Riti +2 more

Kegiatan Positif : Jurnal Hasil Karya Pengabdian Masyarakat 2026 Asosiasi Riset Ilmu Manajemen Kewirausahaan dan Bisnis Indonesia

The Community Partnership Program (PKM) aims to improve the capacity of teachers at Rara Elementary School in understanding and implementing the National Assessment as an educational evaluation tool. The problems faced by partners are limited understanding of the concept of National Assessment and technical skills in managing instruments, analyzing data, and following up on assessment results. The methods used in this activity are participatory-based socialization and technical training involving teachers as active participants. Activities are carried out through material delivery, interactive discussions, and hands-on practice using assessment tools. The results of the activity showed an increase in teachers' knowledge and skills in understanding the National Assessment indicators, developing learning strategies in line with the Pancasila learner profile, and optimizing the use of assessment results to improve the quality of learning in the classroom. Thus, this PKM activity contributed to improving the quality of learning at Rara Elementary School while supporting the achievement of national education standards.

Roswani Siregar; Heni Subagiharti; Diah Syafitri Handayani; Eka Umi Kalsum; Sutarno Sutarno

International Journal of Educational Research 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

This study investigates the role of artificial intelligence (AI) in enhancing language learning, with a focus on five key applications: automatic text analysis, personalized learning, adaptive feedback, language error detection, and automatic translation. The study addresses the challenge of integrating AI effectively in educational contexts while balancing technological potential with pedagogical guidance. The objective is to provide a comprehensive understanding of how AI tools contribute to more adaptive, efficient, and engaging language learning experiences. A systematic literature review method was employed, selecting and critically analyzing studies published between 2020 and 2025 that examined AI-assisted language learning strategies. The findings indicate that automatic text analysis supports comprehension monitoring and guided learning, while personalized learning adapts content to individual learner needs, enhancing motivation and retention. Adaptive feedback delivers immediate, targeted guidance that fosters accuracy and self-regulated learning, and language error detection tools enable learners to identify and correct grammatical and lexical mistakes, promoting metalinguistic awareness. Automatic translation broadens access to authentic texts and cross-cultural materials, supporting comprehension and independent learning. Synthesizing these findings highlights the transformative potential of AI to improve learning outcomes while also revealing challenges such as tool reliability, ethical considerations, and the need for teacher oversight. The study concludes that AI, when thoughtfully integrated, complements instruction, enhances learner engagement, and supports differentiated and data-driven teaching strategies, providing valuable insights for language educators and guiding future research on AI-enabled language learning.

Risma Handayani; Reski Nurul Fajri; Nurnanensi Nurnanensi; Selvianti Selvianti; Bil Khair +2 more

International Journal of Educational Evaluation and Policy Analysis 2026 Asosiasi Riset Ilmu Pendidikan Indonesia

Learning motivation is one of the important factors that determine whether a student can succeed in college, especially for students of the Islamic Religious Education Study Program who must balance academic learning and religious values. This study aims to understand the learning motivation of third-semester students of the Islamic Religious Education Study Program at STAI Al-Gazali Soppeng, as well as the factors that influence this motivation. This study used a qualitative approach with descriptive methods. Data were collected through observation, in-depth interviews, and documentation of students selected purposively. Data analysis was carried out in three stages: data reduction, data presentation, and conclusion drawing. The results show that student learning motivation is influenced by internal factors such as learning interests, ideals, and religious awareness, as well as external factors such as the teaching methods of lecturers, the learning environment, and support from surrounding communities. These findings indicate that student learning motivation is in the fairly good category, but still needs to be improved. This study emphasizes the importance of innovation in teaching methods and guidance that combine academic and spiritual to continuously strengthen student learning motivation.

Iklima Aulia; Tsabita Isyifa Ramadhani; M Fadlurrohman Al Husni; Sri Mulyeni

Jurnal Hukum, Pendidikan dan Sosial Humaniora 2026 Asosiasi Peneliti dan Pengajar Ilmu Hukum Indonesia

Bullying is a form of aggressive behavior that is intentionally and repeatedly carried out, characterized by an imbalance of power between the perpetrator and the victim. This phenomenon is not limited to childhood and adolescence but may also produce long term effects that extend into adulthood, including among university students. This study aims to explore the long term impact of bullying on victims’ mental health, with a particular focus on students who have experienced bullying in the past. The study employed a descriptive qualitative method using a literature review approach. Data were obtained through a comprehensive analysis of scientific articles, national and international journals, and previous studies related to bullying and mental health. The findings show that victims of bullying face a higher risk of psychological problems, such as depression, anxiety, post traumatic stress disorder or PTSD, low self esteem, and difficulties in social interactions. These effects influence not only emotional well-being but also academic functioning, including reduced concentration, decreased learning motivation, and lower academic performance. In addition, prolonged psychological stress resulting from bullying may lead to physical problems, such as sleep disturbances and somatic complaints. Factors including limited social support, maladaptive coping strategies, and high intensity or prolonged exposure to bullying were found to intensify the negative impacts experienced by victims. Therefore, this study emphasizes the importance of comprehensive prevention and intervention efforts in higher education settings, such as the provision of accessible counseling services, the implementation of strict anti bullying policies, and the strengthening of social support systems to minimize the long-term mental health effects of bullying among university students.  

Pini Sepriani; Kamariyah Kamariyah; Riska Amalya Nasution; Yuliana Yuliana; Luri Mekeama

Jurnal Ilmu Kesehatan Umum, Psikolog, Keperawatan dan Kebidanan 2026 Asosiasi Riset Ilmu Kesehatan Indonesia

Excessive smartphone use among adolescents, especially students, can develop into smartphone addiction and potentially disrupt learning concentration. At SMP Negeri 11 Jambi City, most students use smartphones for long periods for entertainment and social media until late at night, which leads to drowsiness and reduced focus during lessons. This study employed a quantitative method with a cross-sectional design. The population consisted of all seventh-grade students at SMP Negeri 11 Jambi City, totaling 352 students, with a sample of 175 respondents selected through stratified proportionate random sampling. Data were collected using the Smartphone Addiction Scale–Short Version (SAS-SV) questionnaire and a learning concentration questionnaire. Data analysis was conducted using univariate and bivariate methods with Kendall’s tau-b test. The results showed that 84% of respondents experienced smartphone addiction, while 61.7% had a good level of learning concentration. Kendall’s tau-b test indicated a significant relationship between smartphone addiction and learning concentration (p-value = 0.000; r = 0.243), showing a weak association. Higher levels of smartphone addiction were linked to decreased learning concentration. Therefore, active involvement from schools and parents is needed to guide adolescents in managing stress and boredom positively.

Muhammad Rizki Fadil; Yulia Sofiatin; Hanna Goenawan

Jurnal Ilmu Kesehatan 2026 Lembaga Pengembangan Kinerja Dosen

Hypertension contributes to numerous complications such as heart disease, stroke, kidney failure, and is a risk factor of disability and death. Hypertension Prevalence in Jatinangor is 37.8%, that is higher than national rate. The control of hypertension is low and the education at the primary health facility is short. Therefore, another buffer system for education such as posbindu is needed. Activities that educate people with hypertension become very important, but need to be adjusted as needs. Aim of this study is to determine form and intensity of education preferred by hypertension patients Method: Qualitative descriptive with case study approach using focused group discussion (FGD) method, led by main moderator and assisted by a second moderator. Participants consisted of 15 people with hypertension chosen purposively with the inclusion criterias female and parallel to the research objective. The discussion used semi-structured questions. This study is conducted in two villages in Jatinangor, Desa Cipacing and Desa Cilayung from February to May 2017. Results: Participants wanted education in the form of traditional learning, game simulation, written notes, and video recording. The intensity of education preferred until patients understand, it tends to be performed more than once, and preferred place are performed within Posyandu (Integrated Health and Nutrition Post) with education frequency varies from once a week to once a month. Conclusion: Hypertension patients have variable preference of education forms and its intensity. Innovations in the development of methods in accordance with hypertension patients’ needs must be continued, so that interventions can become more effective for hypertension patients.

Febriyanti Putri Ruspandi; Aris Sutejo; Sri Wulandari

Jurnal Riset Rumpun Seni, Desain dan Media 2026 Pusat Riset dan Inovasi Nasional

The results of the 2022 PISA indicate that science skills and interest in Indonesia are still low. One way to increase interest in science is by introducing inventor figure of science and techonology. However, alternative learning media that are communicative and relevant to adolescents' media consumption habits are needed. Therefore, this study aims to design a character design for an inventor in the field of science and technology for a Webtoon comic as an educational tool for adolescents aged 15–18. This study used qualitative and quantitative methods. The qualitative method was used to understand the needs and interests of the target audience and to gather information from the literature for scientific sources in designing the inventor character. The quantitative method was used as one of the character design evaluation criteria, based on voting results by adolescents aged 15–18. The character design used Marika Nieminen's principles: demographics, silhouette and shape, color, and characteristics. Several alternatives were used to generate character designs, which were then evaluated to determine the final design. The character design evaluation will be assessed using several variables within an evaluation framework.

Nurwadia Sri Putri Rahmadani; Mas'um, Cicci Chairunisa; Rasmiaji Rasmiaji

Kolaborasi : Jurnal Hasil Kegiatan Kolaborasi Pengabdian Masyarakat 2026 Asosiasi Riset Ilmu Matematika dan Sains Indonesia

Bullying is a psychosocial hazard that can occur in the school environment and may negatively affect students’ mental health, social interactions, and learning processes. Bullying can take various forms, including physical, verbal, and psychological actions that occur repeatedly and cause victims to experience emotional distress, decreased learning motivation, and feelings of insecurity at school. This Community Service Program (PKM) aimed to increase high school students’ knowledge and awareness regarding the dangers of bullying and its prevention through the principles of Occupational Safety and Health (OSH). The methods used in this activity included delivering educational materials through lectures, conducting question-and-answer sessions to assess students’ initial understanding, and facilitating interactive discussions to encourage active participation. Monitoring and evaluation were also conducted to assess the effectiveness of the activity. The results of the program indicated a significant improvement in students’ understanding and awareness of the forms, impacts, and prevention strategies related to bullying in the school environment. Students also demonstrated a more critical attitude toward bullying behavior and a greater awareness of the importance of creating a safe, healthy, and respectful school environment. The application of an OSH-based approach in bullying prevention is expected to strengthen the safety culture in schools and support the development of a conducive learning environment for all students.  

Pratama, Firman; Dahil, Irlon; Dien, Marion Erwin; Lase, Dewantoro

Journal of Information Technology and Computer Science 2026 International Forum of Researchers and Lecturers

Explainable artificial intelligence (XAI) has become a critical requirement in cybersecurity due to the high-stakes nature of security decision-making and the limitations of black-box learning models. This study investigates the construction of an explainable cybersecurity knowledge representation by leveraging standardized terminology from the NIST cybersecurity glossary. The primary problem addressed is the lack of transparent and semantically grounded reasoning mechanisms in existing AI-driven cybersecurity systems, which limits trust, accountability, and analyst adoption. To address this challenge, we propose a NIST-based semantic knowledge graph that embeds explainability directly into its ontology structure and reasoning process. The proposed framework systematically extracts definitional entities and relations from NIST glossary entries to construct a domain ontology and a multi-relational knowledge graph. A rule-based semantic relation extraction method is employed to ensure faithful, interpretable, and reproducible reasoning paths. The resulting knowledge graph contains over 3,000 cybersecurity concepts and approximately 27,000 semantic relations, covering hierarchical, associative, dependency, and mitigation semantics. Experimental evaluation demonstrates that the proposed approach achieves a high level of explainability, with 92.4% of reasoning outcomes being fully traceable and only 1.4% classified as non-traceable. Most explainable reasoning paths are limited to two or three hops, indicating an effective balance between inferential depth and human interpretability. Structural analysis further confirms the presence of meaningful hub concepts that support multi-hop semantic inference. These results confirm that ontology-driven, standard-based knowledge graphs provide a robust foundation for explainable cybersecurity intelligence. The study concludes that explainability-by-design, grounded in authoritative standards, offers a viable and trustworthy alternative to opaque AI models for cybersecurity applications.