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Semantic interoperability remains a major challenge in large scale distributed information systems due to heterogeneous data schemas, diverse contextual interpretations, and the dynamic nature of distributed environments. Traditional metadata-based interoperability approaches are often insufficient to address these challenges, as they lack semantic expressiveness and adaptability. This study proposes a context aware knowledge graph framework to enhance semantic interoperability across heterogeneous distributed systems. The research adopts a design-oriented methodology involving requirement analysis, knowledge graph construction, ontology modeling and alignment, context aware semantic representation, and semantic reasoning. A prototype implementation is developed to evaluate the effectiveness of the proposed framework through interoperability scenarios and cross-system semantic queries. The results demonstrate that the proposed approach significantly improves semantic alignment accuracy, query precision, and recall compared to conventional metadata-based solutions. The explicit integration of contextual information and ontology-based reasoning enables adaptive semantic interpretation and reduces ambiguity across systems. Overall, the findings confirm that combining knowledge graphs with ontology modeling and context aware mechanisms provides a robust and scalable solution for improving semantic interoperability in complex distributed information systems.

Pantomime arts development in elementary schools plays a crucial role in fostering students' creativity, self-confidence, and expressive abilities. This study examines the transformation of pantomime development at SDN 1 Beureunuen, a school that hosts the National Student Arts Festival and Competition (FLS3N) in Mutiara Timur District, Pidie Regency. Using an active qualitative approach through participant observation, informal interviews, and documentation of participant development from 2019 to 2025, this study examines how creative pedagogy practices, constructivist approaches, and strengthening cultural identity are applied in the development process. The results show a significant increase in school participation in pantomime competitions, from only three groups in 2019 to twelve groups in 2025. SDN 1 Beureunuen's success in winning the gold medal at the national level in the FLS3N has been a driving factor in the paradigm shift of teachers, which in turn has encouraged the creation of a competitive arts ecosystem at the sub-district level. These findings confirm that the implementation of creative pedagogy and tiered development can improve the quality of arts learning and strengthen the capacity of teachers and students in areas with minimal resources.

This research analyzes the speech acts used by the student community at Universitas Negeri Medan in both academic and social interactions. Speech acts are the smallest components in communication that determine the meaning or intention of an utterance as conveyed by the speaker in accordance with a specific context or condition. The communication context consists of social contexts, which refer to the relationship between the speaker and the interlocutor. The purpose of this study is to identify the forms, principles, implicatures, deixis, and how various communication contexts influence the choice of speech acts and linguistic politeness. The methodology employed in this study combines methodological and theoretical approaches. The methodological approach is descriptive qualitative, while the theoretical approach applies pragmatic perspectives supported by literature review. The research methods include observation, interviews, audio recordings, transcription, and literature study by analyzing relevant sources. The findings reveal that in social interactions, students more frequently employ expressive and commissive speech acts to build and express emotions. Factors influencing this include situational context, the impact of media and technology, relationships with interlocutors, and cultural background. The study concludes that understanding speech acts is crucial for improving communication effectiveness among students in both academic and social settings. The implications of this research can be applied to the development of better communication strategies in educational environments and to enhance students’ awareness of polite and contextually appropriate language use.

The Communication process of human life will not be separated because language has an important role in conveying information. Pragmatics is a field of science that examines the relationship between language and its context and the relationship between language use and its users. This article will focus more on analyzing illocutionary speech acts in a podcast, where the speech act discusses the existence of social, political symptoms, and its sustainability depends on the speaker's language skills in the speech act. The purpose of the study is to identify the use of illocutionary speech acts in the podcast “Indonesia Lebih Baik” on Raymond Chin's YouTube channel. This research uses two approaches, namely pragmatic theoretical and qualitative descriptive methodology. The data is in the form of discourse in the podcast “Indonesia Lebih Baik” on Raymond Chin's YouTube channel, retrieving data using the method of listening and recording and the technique of free listening. The data is analyzed using the commensurate method, and the agih method, and the presentation uses formal and informal data presentation methods. The result shows that there are 426 illocutionary speech acts in the podcast video “Indonesia Lebih Baik” on Raymond Chin's YouTube account and if it is detailed there are 178 repsentative speech acts, 70 directive speech acts, 44 expressive speech acts, 33 commissive speech acts, and 101 declarative speech acts. The dominating speech act is representative speech which is 178 data. While the least data found is 33 data on commissive speech. The realization of this paper is expected to be useful in enriching pragmatic studies on social media speech acts to create an effective work of art, as well as facilitating the public to better understand the purpose and function of speech acts in the ever-growing digital media.

Tolerance is one of the core character values that is crucial to instill from an early age, especially in multicultural societies like Indonesia. However, early childhood education (ECE) still tends to focus on cognitive and motoric aspects, while the integration of social values such as tolerance has not yet received adequate attention in the curriculum. This study aims to explore the potential of local wisdom-infused dance movements as an educational medium for instilling tolerance values in young children. The research employs a systematic literature review approach, analyzing previous studies relevant to three main variables: dance movements, local wisdom, and tolerance values in early childhood. The findings reveal that dance movements are not only beneficial for physical and aesthetic development but also serve as an effective expressive medium for fostering empathy, cooperation, and acceptance of differences. Integrating local wisdom values into dance activities can strengthen children's cultural identity and cultivate awareness of cultural diversity from an early age. Furthermore, emotional engagement and hands-on experiences in artistic activities have proven more effective in character building compared to conventional approaches. This study offers theoretical and practical contributions by formulating a local dance-based learning model explicitly aimed at reinforcing tolerance attitudes. The implications of these findings provide new directions for developing more contextual and culturally rooted ECE curricula, as well as enriching character education strategies that are engaging and meaningful for children. Thus, dance movements serve as a vital bridge in nurturing an inclusive, open-minded, and diversity-ready young generation.

Mental health issues among vocational high school (SMK) students are becoming increasingly concerning, affecting their academic performance and overall well-being. This study explores the role of linguistic approaches and language counseling in improving students' mental health at SMK An Naas Binjai. The research employs a qualitative method, incorporating interviews, observations, and document analysis to understand how language influences students’ emotional expression, stress management, and social interactions. Findings indicate that a structured linguistic approach, including expressive writing, guided discussions, and positive communication strategies, helps students articulate their emotions better and develop coping mechanisms. Additionally, language counseling, which integrates psychological support with effective communication techniques, enables students to express their feelings constructively, reducing anxiety and enhancing self-confidence. The study highlights the importance of integrating language-based mental health interventions into the school curriculum to create a supportive learning environment. This research suggests that teachers and counselors should be trained in linguistics-based counseling techniques to provide more effective emotional support. Schools should also incorporate structured language activities that encourage open communication and emotional resilience. The findings contribute to the growing discourse on educational psychology by emphasizing the intersection of language, counseling, and mental health in vocational education settings.

Mental health issues among vocational high school (SMK) students are becoming increasingly concerning, affecting their academic performance and overall well-being. This study explores the role of linguistic approaches and language counseling in improving students' mental health at SMK An Naas Binjai. The research employs a qualitative method, incorporating interviews, observations, and document analysis to understand how language influences students’ emotional expression, stress management, and social interactions. Findings indicate that a structured linguistic approach, including expressive writing, guided discussions, and positive communication strategies, helps students articulate their emotions better and develop coping mechanisms. Additionally, language counseling, which integrates psychological support with effective communication techniques, enables students to express their feelings constructively, reducing anxiety and enhancing self-confidence. The study highlights the importance of integrating language-based mental health interventions into the school curriculum to create a supportive learning environment. This research suggests that teachers and counselors should be trained in linguistics-based counseling techniques to provide more effective emotional support. Schools should also incorporate structured language activities that encourage open communication and emotional resilience. The findings contribute to the growing discourse on educational psychology by emphasizing the intersection of language, counseling, and mental health in vocational education settings.

The Clash of Champions educational competition program by Ruangguru not only offered academic challenges but also provided a high level of verbal interaction, particularly in the use of expressive speech. This study aims to analyze the use of expressive speech in the program, focusing on episodes one to five. Expressive speech refers to utterances that convey the speaker's emotions, such as praise, gratitude, or apologies. The method used in this study is qualitative descriptive, utilizing a data-collection technique based on assent with a derivative of participant observation. Data analysis is conducted using the pragmatic method to identify the types of expressive speech present. The study also used pragmatic approaches to describe the speech of others as well as that of expressive speech. The study indicates that there are eight types of expressive speech, including acts of flattery, praise, gratitude, belittlement, guilt, complaint, and apology. Flattering speech is found to be the most dominant, providing emotional support for the competition participants. It is hoped that this study will contribute to a better understanding of language use in educational and competitive contexts, fostering a positive and supportive atmosphere in the learning process.

In science and science learning, the emphasis is on concepts related to people's lives and the environment. Students are expected to have basic abilities for logical and critical thinking, curiosity, inquiry, problem solving, and skills in social life. The humanistic learning model views students as subjects who are free to determine the direction of their lives. Students are directed to be fully responsible for their own lives and also for the lives of others. In this research, researchers used a qualitative research approach. Several approaches that are worth using in this method are dialogical, reflective and expressive approaches. The dialogical approach invites students to think together critically and creatively. The teacher does not act as a teacher who only provides material intake that students need as a whole, but the teacher only acts as a facilitator and dialogue partner. The population in this research is all teachers and students. Meanwhile, the samples taken in this research were school principals, science and science teachers and students. Humanistic education in science and science learning is an alternative in realizing education that has a very significant influence on future generations. Applying humanistic education in learning can increase students' intrinsic motivation. So that students tend to be enthusiastic and involve themselves actively in learning when they are listened to, appreciated, cared for and treated well. Applying humanistic education to the science and science learning process grade V at SD Negeri 050728 Tanjung Pura can be done using procedures such as planning, implementation and evaluation.

Pragmatics is a field of linguistics that examines the relationship between speech acts between speakers and speech partners.  In the study of pragmatics, there are many forms of speech acts and one of them is illocutionary speech acts.  Illocutionary speech acts are further divided into several parts and one of them is expressive speech acts which researchers discuss in this study.  This research aims to describe various theories regarding expressive speech acts, classify various types of expressive speech acts contained in the Learning by Googling video collection, and explain the forms of various types of speech acts contained in the Learning by Googling video collection.  Researchers used two approaches, namely theoretical and methodological approaches.  The theoretical approach that researchers use in this research is pragmatic because the topic is pragmatic studies, while the methodological approach that researchers use is a qualitative descriptive approach.  The object of study used in this research is a collection of Learning by Googling videos on the Sepulang Sekolah YouTube channel.  Researchers in collecting or collecting data use free listening and note-taking techniques.  The data analysis technique is the matching technique.  The matching technique or method is a technique or method used to identify the impact of the speaker's speech on the speech partner.  Furthermore, in presenting the data the researcher used informal techniques.  This article contains the results of research regarding the study of expressive speech acts which are applied to the study objects that researchers use and in which there are several forms of expressive speech, including praising, blaming, and criticizing.  The benefit of this research is to provide knowledge about expressive speech acts that often occur in everyday life. It is hoped that readers will know and understand the science of expressive speech acts and can be a reference for writers of articles regarding expressive speech acts.

The research focuses on analyzing one part of a speech act, especially illocutions. The author analyzes how illocutions are used in a certain context in the video "Merdeka Belajar" on the Indonesian Ministry of Education and Culture's YouTube channel. The research aims to analyze the use of illocutionary speech acts in the video "Merdeka Belajar" on the Indonesian Ministry of Education and Culture's YouTube channel, with a focus on the illocutionary theory developed by J. L. Austin, which includes five main forms; representative (assertive), commissive, directive, expressive, and declarative. Research was conducted to better understand how messages and communication are conveyed in the context of the video. This research combines methodological and theoretical approaches. From a methodological aspect, the research applies qualitative methods with descriptive analysis. Theoretically, research is related to the field of pragmatics. The type of research used is a pragmatic study that uses qualitative descriptive methods which include examining documents, listening, and taking notes as data collection tools. The technique for collecting data was carried out using SBLC techniques and recording. Apart from that, the research also used the distribution and matching method for data analysis. This research is useful for knowing how to classify speech acts and increasing knowledge in the field of pragmatics, especially in illocutionary speech acts. In the results of data analysis, 41 data were found from various types of illocutionary speech acts. The number of data for each speech act, namely assertive, is 22 data, directive 7 data, declarative 2 data, commissive 1 data, and expressive 9 data. Based on the research results, the variety of speech acts that are often used in speech on the Indonesian Ministry of Education and Culture's YouTube channel videos are assertive speech acts. The assertive speech acts that appear in the video are statements stating, opinions, showing, reporting, speculating, mentioning, and asserting.

Human Resource Management (HRM) plays a crucial role in organizational development, including in Early Childhood Education (ECE). The focus of this research is Tulip Integrated PAUD in Rungkut Tengah Village, Surabaya. Early childhood (0-6 years) enters the golden age period where their learning patterns are based on imitation. This research aims to improve the effectiveness of early childhood learning and socialization at Tulip Integrated PAUD through the implementation of HRM. The main problems involve children's diverse characters, lack of activities, and differences in parents' mindsets. The implementation method consists of four stages: (1) introduction to the members of Tulip Integrated PAUD, (2) introducing the concept of HR Management, (3) providing active and expressive learning to students, and (4) evaluation and monitoring.The results showed that the socialization of HR Management positively contributed to the management of human resources at Tulip Integrated PAUD. Emphasis on fun and expressive teaching patterns increases early childhood participation in learning and social activities. Continuous evaluation and monitoring are needed to ensure continuity and improvement. In conclusion, the implementation of HRM and engaging learning approaches can improve the effectiveness of PAUD organizations. It creates a conducive environment for optimal early childhood development, by involving teachers, committees, and parents as part of integrated human resource management.

This article presents the results of an analysis of the alleged defamation case of Marissa Icha by Medina Zein. As a form of forensic linguistics study, the data in this research was analyzed descriptively-analytically using semantic and pragmatic approaches. This research found that 1) semantically, the defendants indicated that they intended to commit acts of insult and/or defamation. 2) pragmatically, the majority of these utterances fell into the form of expressive illocutions, especially to show anger or simply the personal opinion of the defendant, and thus, 3) these speeches can be said to have the potential to violate article 27 paragraph (3) of the ITE Law and articles 310 and 311 of the Criminal Code

This article discusses the meaning of figure of speech as outlined in a choice of words that is quite interesting and makes the reader curious about the meaning, also seen from the expressive approach that we can see from the author's point of view in making the poem. The purpose of making this article is to develop writing skills and increase students' and the public's interest in reading, as well as to describe the relationship or purpose of the author in conveying the poem "I Want Your Painting" to find the meaning contained in the poem with an expressive approach.  

This study aims to find and analyze the intrinsic elements contained in the short story "Robohnya Surau Kami" by AA Navis. This research was conducted within the scope of the field of literature and was carried out using qualitative methods and descriptive data analysis techniques. In this research, it is necessary to study documents and study literature. In the world of education, the teacher's role is not only AS a provider of material, but also AS an educator who teaches character for each student. Educators AS examples and reflections in the world of education that teach how to shape students with character. One way to shape the character of students is through a literary work. Literary work is something that is conveyed communicatively both orally and in writing in which there is a message or intention to be conveyed by the author. Through literary works students can easily understand how to build a good character in everyday life, because literary works are also a reflection of life. There are many theories and literary approaches to studying a literary work. One of them is the expressive approach. Through an expressive approach students can recognize the characters in a literary work. One of them is in a short story literary work entitled "Robohnya Surau Kami".