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Bobi Setiawan; Zulhida Dewi; Yosiana Mangguh Pertisaian; Putra Bagaskhara Andi Unru; Ananda Ariesta Rifiani +1 more

Jurnal Ilmiah Ekonomi, Akuntansi, dan Pajak 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study aims to analyze quality control at the Lekkerz Enakk business in Bogor branch using three statistical tools, namely Checksheet, Pareto Diagram, and Fishbone. Data collection was conducted through interviews with the owner, admin, and employees, as well as direct observation at the nearest branch location regarding the production process. Based on the results of the observation, three defects were found that frequently occurred during the production process within a period of seven days with the most dominant lekker product damage being a non-crispy texture (42%), and non-uniform color (27%). Based on the fishbone analysis, these defects were caused by Man (human), Machine (machine) factors. The implications of this study indicate that it is necessary to improve operational standards, workforce training, and supervision of raw materials and production equipment to maintain the quality and efficiency of the lekker production process at the Lekkerz Enakk business in Bogor.

Ditto Arfin Al-Maraghi; Rahmawati Apia; M. Khairul Nawwari; Syawal Novaliansyah; Muhamad Rizky Putra Ramadhan +1 more

Akuntansi Pajak dan Kebijakan Ekonomi Digital 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Palembang City has emerged as a hub for culinary and cultural tourism, particularly through traditional cuisine and the production of songket and jumputan textiles, as part of efforts to stimulate local economic development. This study aims to examine the role of cultural tourism and traditional craftsmanship in supporting local economic growth and cultural sustainability. A descriptive qualitative approach was employed, with data collected through in-depth interviews, field observations, documentation, and questionnaires. Data analysis was conducted using the Miles and Huberman interactive model, encompassing data reduction, data display, and conclusion drawing. The findings reveal that cultural tourism and traditional textile industries generate positive economic impacts for local business actors, especially micro and small enterprises engaged in culinary and handicraft activities. In addition to economic benefits, cultural tourism contributes significantly to the preservation of local cultural values by encouraging active participation from artisans and entrepreneurs in maintaining the authenticity of traditional products. Overall, cultural tourism exhibits strong strategic potential as a dual mechanism for fostering local economic development and ensuring sustainable cultural preservation. These results provide important insights for policymakers in designing integrated tourism-based development strategies that balance economic growth with cultural conservation.

Joko Purwanto; Umi Faizah; Dea Permataningtyas; Riska Amelia; Tarisa Finanda

Jurnal Pengabdian dan Perubahan Sosial 2025 Lembaga Pengembangan Kinerja Dosen

The need to strengthen literacy in Indonesian language learning requires teachers to be innovative in designing assessment instruments that are relevant to current developments. One approach that can be used is the application of multimodal texts, namely texts that combine various communication modes such as writing, images, sound, and symbols to convey meaning more comprehensively. This community service program was carried out with the aim of improving the competence of Indonesian language teachers at the junior high school level throughout Sragen Regency in developing literacy questions based on multimodal texts that align with the demands of the Independent Curriculum. The activity was carried out through two months of intensive training and mentoring, which included a theoretical understanding of the concept of multimodal texts, analysis of sample questions, and practice in developing literacy-based assessment instruments. The results of the activity showed a significant increase in teachers' understanding of the principles of multimodal texts and their ability to design questions that challenge students' critical and creative thinking skills. Through this program, teachers not only gained new knowledge but also were motivated to be more adaptive to developments in digital media and innovation in learning. Thus, this activity contributed to improving the quality of Indonesian language learning that is contextual, interactive, and meaningful for students.

Jiyan Suhada; Gigih Amrillah Ibnurhus; Faruk Muhamad

Jurnal Pengabdian dan Keberlanjutan Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

This Community Service Program (PkM) arises from the significant challenges faced by Vocational High School (SMK) students in adapting to the rapid progression of the digital era and the widespread use of artificial intelligence (AI). In an environment flooded with online information, many students tend to accept and share digital content without adequately verifying its validity, leaving them susceptible to misinformation, deceptive media, and inaccurate data. Ethical risks linked to AI misuse have also surfaced, including plagiarism through automated text-generation tools, excessive reliance on chatbots without ethical consideration, and potential privacy breaches due to limited awareness of technological vulnerabilities. To respond to these issues, the PkM program adopts an educational strategy focused on critical digital literacy training and mentoring tailored for SMK students. The initiative highlights the importance of critical thinking in evaluating and validating digital information, while simultaneously promoting ethical responsibility in using AI. Through workshops, case-based simulations, group discussions, and practical content analysis, students learn to recognize digital manipulation and reflect on the social implications of AI. Expected outcomes include increased ethical digital awareness, the development of a sustainable training module, academic publications, and long-term collaboration between schools and universities, ultimately preparing students to be competent, ethical, and responsible digital citizens.

Sony Erstiawan, Martinus

Akuntansi dan Ekonomi Pajak: Perspektif Global 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

The implementation of the core tax administration sistem (Core Tax Administration Sistem or Coretax) in early 2025, which was expected to modernise tax services, instead sparked a wave of public criticism due to various fatal technical obstacles. The dysfunction of this sistem not only hampered administration but also gave rise to discourse on distrust of state budget management. This study aims to analyse in depth how the failure to implement Coretax has eroded public trust and damaged the fiscal social contract between taxpayers and the state. The research method uses a qualitative approach with a Critical Discourse Analysis perspective based on Norman Fairclough's model. Data was collected through netnography from public comments and interactions on social media, then analysed through three dimensions: text (micro), discourse practice (meso), and social practice (macro). The findings show that public discourse is not merely technical complaints, but a form of symbolic resistance. At the micro level, sistem dysfunction is interpreted as evidence of incompetence and alleged budget irregularities. At the meso level, the public mobilises collective memory related to past government project failures to validate their distrust. At the macro level, this signifies a violation of the principle of reciprocity, whereby the state is perceived as demanding tax compliance without providing adequate services, thereby triggering a crisis of legitimacy. The implications of this study emphasise that digital transformation of the public sector requires transparency and accountability; failure to respond to this crisis has the potential to significantly reduce voluntary tax compliance.

Rahma Ibtida Saumi; Sabarun Sabarun

Jurnal Inovasi Sosial dan Pengabdian 2025 Lembaga Pengembangan Kinerja Dosen

This community service program aims to enhance students’ understanding of narrative language features at SMKN 3 Palangka Raya through the implementation of the Detective Case-Solving Game model. The method applied was participatory learning, involving 36 eleventh-grade Computer and Network Engineering students in two sessions. The first meeting focused on introducing the game concept, including rules, character roles, and examples of narrative clues, while the second meeting emphasized the application of more complex case scenarios that required deeper analysis and storytelling skills. The results revealed a significant improvement in students’ ability to identify narrative structures, apply past tense, and use direct–indirect speech correctly. Moreover, students showed higher enthusiasm, actively engaged in group discussions, demonstrated teamwork, and were able to provide linguistic reasoning during presentations. In conclusion, this model effectively strengthens language skills while fostering 21st-century competencies, including critical thinking, communication, collaboration, and creativity, making the learning process more interactive, enjoyable, and meaningful for vocational students.

Sherly Anggreni Hasari Br Ginting; M. Surip; Syairal Fahmy Dalimunthe

Jurnal Riset Rumpun Ilmu Pendidikan 2025 Lembaga Pengembangan Kinerja Dosen

The findings of this study reveal that the GoFood advertisement titled “Breaking News” and the GrabFood advertisement “Hematematika” serve not only as promotional tools but also as media that shape consumer mindsets and behavior. Both advertisements strategically employ language, narrative, and structure to highlight the ideas of efficiency and modernity, which align with the demands of contemporary digital society. The GoFood advertisement presents a serious narrative that emphasizes economic issues, while GrabFood adopts a humorous approach and wordplay to establish a lighter and more entertaining connection with the audience. This analysis was conducted using a descriptive qualitative approach by examining video advertisements on YouTube, with a particular focus on persuasive language and visual representation. In this sense, advertisements are understood not merely as marketing strategies, but as communicative practices embedded with ideology. Through the messages they convey, the ads promote values of efficiency, frugality, and modernity, which ultimately influence the construction of consumer identity and behavior. The study applies Norman Fairclough’s Critical Discourse Analysis framework, which consists of textual analysis, discursive practice, and socio-cultural context. This approach allows researchers to explore how language in advertisements contributes to the construction of social reality, communicates particular perspectives, and encourages audiences to respond actively.

Landong Siringoringo; Yeghar Galed Laransedu; Razat Simarmata

Jurnal Riset Rumpun Ilmu Pendidikan 2025 Lembaga Pengembangan Kinerja Dosen

Leadership is a very important aspect in various organizations, including church organizations. There are many leadership characteristics in the Bible that can serve as models for leadership in the church. This article is a literature review using a qualitative approach to the text of 1 Timothy 4:12, focusing on the leadership of a young person. Its purpose is to encourage students to understand and apply the leadership model mentioned in 1 Timothy 4:12. The method used is descriptive analysis of the text of 1 Timothy 4:12, in order to provide a clear picture and understanding of the principles of young leadership. In addition, the descriptive method is also used to assess students’ understanding of leadership principles based on the text, as well as the level of their application in life and ministry. In conclusion, students understand the leadership principles in 1 Timothy 4:12, especially the importance of being an example, where the quality of a young person’s character is not merely theoretical, but students are able to live it out.

Ni Wayan Ratih Wahyuriani; I Wayan Karja; Ida Ayu Trisnawati

Jurnal Riset Rumpun Ilmu Pendidikan 2025 Lembaga Pengembangan Kinerja Dosen

Art education plays a crucial role in preserving and developing local cultural heritage, including batik. This study aims to examine the role of art education at SMK Negeri 4 Palangkaraya in supporting the preservation and development of batik culture. The focus of the study was on the learning process in the Batik and Textile Creative Crafts Program, specifically for eleventh-grade students. This study employed a qualitative approach with case study and descriptive methods. Data collection techniques included analysis of learning documents, in-depth interviews with teachers and students, and direct observation of learning and practical activities. The results indicate that the art learning process at this school focuses not only on technical skills in batik but also integrates rich cultural content, such as the history of batik, the philosophical values within motifs, and the role of batik in local cultural identity. Through this approach, students are equipped not only with technical skills but also with a deep understanding of the cultural values inherent in batik. Furthermore, student involvement in hands-on activities and community-based projects provides space for innovation. They are encouraged to create contemporary batik designs that remain rooted in traditional motifs but are adapted to contemporary tastes. This activity also fosters a sense of ownership of cultural heritage and fosters creativity and independence. Thus, arts education at SMK Negeri 4 Palangkaraya has proven to play a strategic role in maintaining the sustainability of batik culture. More than just skills training, arts education is an effective means of building cultural awareness, fostering innovation, and strengthening local identity among the younger generation.

Saor Maruli Hasibuan; Endang Mulyani

International Journal of Economics and Management Sciences 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study develops Prezi-based audio-visual learning media aimed at improving motivation and economics learning outcomes for Grade X students at SMA X. The primary issue addressed is the low motivation and achievement among students due to the use of monotonous teaching methods and unengaging media. This research distinguishes itself by integrating Prezi’s Zooming User Interface (ZUI) with economics content, aligning with the independent curriculum and the Pancasila student profile. The study follows the Four-D Research and Development (R&D) model, consisting of Define, Design, Develop, and Disseminate phases. Data were collected through needs analysis, expert validation, and a quasi-experimental pretest-posttest control group design. Two classes, each consisting of 36 students, participated in the study. The learning media developed integrates various components such as text, images, charts, animations, and audio explanations, creating a comprehensive and interactive learning experience. The media was validated and found to be suitable, practical, and flexible for classroom use. The experimental group using the Prezi-based learning media saw a significant improvement in their learning outcomes. The average score of this group increased from 43.472 to 86, showing a substantial gain. In contrast, the control group, which used traditional methods, showed a smaller increase in average score, from 43.056 to 66.389. These results indicate that Prezi-based media is an effective tool for enhancing students' motivation and learning outcomes. It provides an innovative and engaging alternative for teachers, making economics content more dynamic and accessible. The study suggests that integrating such audio-visual tools can play a crucial role in improving the quality of learning, fostering both student engagement and academic achievement.

Satria Lam Syafi’i Simamora; Imsar Imsar

Jurnal Riset dan Publikasi Ilmu Ekonomi 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This study employs a qualitative library research method with the primary objective of analyzing the effectiveness of development administration in the management of regional budgets to support local economic development. Development administration is a crucial component in the governance process, encompassing the planning, organizing, directing, and supervising of budget utilization to ensure that resources are allocated in a targeted, efficient, and sustainable manner. Within the context of local governments, the effectiveness of budget management is considered a key indicator of the success of regional development, as it directly reflects the ability of local authorities to implement policies that foster equitable and inclusive growth. The data for this study were obtained from various scientific literature sources, including academic journals, textbooks, and relevant government policy documents addressing budgeting and regional development. The findings of the analysis highlight that successful budget management is strongly influenced by bureaucratic capacity, particularly in terms of administrative competence, professional integrity, and institutional stability. Furthermore, transparency in budget planning processes plays a significant role in building public trust and preventing misallocation of resources. Equally important is the participation of the community in monitoring and evaluating budget implementation, which ensures accountability and responsiveness to public needs. In addition, synergy between legislative and executive bodies is identified as a determining factor in strengthening checks and balances, thereby enhancing the accountability of public fund management. The study concludes that effective development administration not only supports efficient allocation of financial resources but also contributes to accelerating local economic growth, reducing social inequality, and improving community welfare. Ultimately, this research is expected to provide valuable insights and serve as a reference for local governments in formulating strategies for more optimal, transparent, and participatory budget management practices

Yulianto Yulianto; Johari Afrizal; Farah Triandini Putri; Tasya Ramadani Oktaviansi

Jurnal Pengabdian Masyarakat Terapan 2025 Lembaga Pengembangan Kinerja Dosen

The purpose of this Community Service activity is to assist teachers in developing reading teaching materials based on Micro Reading Skills, which serve as the foundation for improving reading skills and addressing challenges related to reading English texts. This initiative was carried out using a mentoring approach, which included presentations, hands-on practices, and demonstrations to engage teachers effectively. The methodology employed to assess the progress involved qualitative data analysis, which was based on direct observation of changes in teachers' abilities to apply the micro reading skills taught during the mentoring sessions. The activity focused on key components of micro reading skills, such as vocabulary acquisition, sentence comprehension, cohesive devices, theme-rheme relationships, and thematic progression patterns, which are essential to overcoming reading challenges. Teachers were equipped with strategies to decode complex texts and improve reading comprehension through the identification of these components. One of the significant outcomes of this program was the noticeable increase in teachers' understanding of how to implement these micro reading skills to address the difficulties students face while reading English texts. The participants' enthusiasm and active involvement during the mentoring sessions were inspiring, and the teachers expressed a strong desire to deepen their knowledge and continue developing specialized teaching materials focused on reading skills. This community service activity has not only provided immediate knowledge to the teachers but also sparked a lasting interest in refining their instructional approaches. Furthermore, the enhanced capabilities of the teachers will contribute to better student outcomes in reading comprehension, making this community service initiative an invaluable investment in both the professional development of teachers and the academic success of students.

Eka Yoga Pranata; Irma Arifah; Widi Suharto

Jurnal Pengabdian Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

This study discusses the symbolic meaning contained in the use of figurative language in the poetry anthology Selamat Menunaikan Ibadah Puisi by Joko Pinurbo. This study uses a qualitative descriptive approach with a semiotic analysis method as a theoretical basis, which allows researchers to interpret the signs and symbols in the poetic texts in depth. The results of the study show that the figurative language in the poems does not only function as rhetorical decoration or mere linguistic ornamentation, but has a strong and essential symbolic function in conveying hidden messages and the poet's inner emotions. Symbols such as "storm", "refrigerator", "twilight", "window", "door", "river", and others are not only concrete images, but convey deep meanings related to inner suffering, past memories, the search for self-identity, feelings of alienation, and the search for the universal meaning of life. In addition, this study also identifies various types of figurative language used by Joko Pinurbo in the anthology, including metaphor, simile, personification, hyperbole, synecdoche, paradox, and irony. All types of figurative language are skillfully used to enrich the meaning of poetry and deepen the aesthetic experience of readers, allowing them to feel and reproduce the messages hidden behind the words. Thus, this study confirms that the use of figurative language in poetry is not only a literary technique, but also a powerful medium of expression and a means of communicating complex meanings in modern literary works. This study discusses the symbolic meaning contained in the use of figurative language in the poetry anthology Selamat Menunaikan Ibadah Puisi by Joko Pinurbo. This study uses a qualitative descriptive approach with a semiotic analysis method as a theoretical basis, which allows researchers to interpret the signs and symbols in the poetic text in depth.

Eka Yoga Pranata; Irma Arifah; Widi Suharto

Jurnal Pengabdian Masyarakat 2025 Lembaga Pengembangan Kinerja Dosen

This study discusses the symbolic meaning contained in the use of figurative language in the poetry anthology Selamat Menunaikan Ibadah Puisi by Joko Pinurbo. This study uses a qualitative descriptive approach with a semiotic analysis method as a theoretical basis, which allows researchers to interpret the signs and symbols in the poetic texts in depth. The results of the study show that the figurative language in the poems does not only function as rhetorical decoration or mere linguistic ornamentation, but has a strong and essential symbolic function in conveying hidden messages and the poet's inner emotions. Symbols such as "storm", "refrigerator", "twilight", "window", "door", "river", and others are not only concrete images, but convey deep meanings related to inner suffering, past memories, the search for self-identity, feelings of alienation, and the search for the universal meaning of life. In addition, this study also identifies various types of figurative language used by Joko Pinurbo in the anthology, including metaphor, simile, personification, hyperbole, synecdoche, paradox, and irony. All types of figurative language are skillfully used to enrich the meaning of poetry and deepen the aesthetic experience of readers, allowing them to feel and reproduce the messages hidden behind the words. Thus, this study confirms that the use of figurative language in poetry is not only a literary technique, but also a powerful medium of expression and a means of communicating complex meanings in modern literary works. This study discusses the symbolic meaning contained in the use of figurative language in the poetry anthology Selamat Menunaikan Ibadah Puisi by Joko Pinurbo. This study uses a qualitative descriptive approach with a semiotic analysis method as a theoretical basis, which allows researchers to interpret the signs and symbols in the poetic text in depth.

Novita Akria Putri

Jurnal Ekonomi dan Keuangan Islam 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

This article examines Ibn Khaldun's philosophical perspective on wages and its relevance to the wage system in Indonesia in the modern era. Ibn Khaldun, a prominent 14th-century Muslim thinker, emphasized that wages are closely linked to the value of work, social justice, and the economic stability of a society. In his Muqaddimah, he emphasized that establishing fair wages is not merely an economic issue but also a moral and social pillar that can prevent societal disintegration. Equitable wages, he argued, must be able to guarantee a decent living for workers and their families, while also supporting continued productivity and social cohesion. This study uses a qualitative normative approach through content analysis of relevant texts in the Muqaddimah and comparing them with wage policies in Indonesia, including minimum wage regulations, labor protection, and welfare policies. Data were obtained from library research, national regulations, and recent academic literature on wage policies. The results of the study indicate that although Indonesia has a minimum wage regulation, its implementation still faces significant challenges, particularly in ensuring fairness for informal sector and low-income workers. Factors such as regional economic inequality, inflation, and weak labor oversight often undermine the effectiveness of these policies. By revisiting the principles of Ibn Khaldun, this article offers the perspective that ideal wages should not only be measured by labor market needs but should also integrate principles of ethics, morality, and social responsibility. This integration is expected to strengthen worker welfare, increase national productivity, and maintain long-term economic stability. This study also provides a relevant philosophical framework for critiquing and reforming wage policies in Indonesia, with reference to the values of justice and welfare in classical Islamic economics.

Wisnu Wahyu Widayat; Sulastri Rini Rindrayani

Jurnal Inovasi Sosial dan Pengabdian 2025 Lembaga Pengembangan Kinerja Dosen

The purpose of this study was to understand the effect of using Canva-based learning media on the creativity of eleventh-grade students in economics. The background of this study stems from the low level of student learning creativity caused by the minimal use of innovative and engaging media in the learning process. Creativity is an important aspect in economics learning because it encourages students to think critically, create solutions, and understand abstract concepts more contextually. Static and monotonous learning media such as blackboards and textbooks often do not sufficiently stimulate student interest and participation. Therefore, a more interactive and visual approach is needed, one of which is using Canva. Canva is an online graphic design platform that allows teachers and students to easily create presentations, infographics, and other visual materials. Using Canva in learning can provide a more enjoyable learning experience and motivate students to be actively involved. This study used a quantitative method with a one-group pretest-posttest pre-experimental design. Data analysis was carried out by comparing creativity scores before and after treatment. Student creativity was measured using a test instrument that included aspects of fluency, flexibility, originality, and elaboration. The study subjects were 34 11th-grade students at SMAN 1 Tulungagung. The results showed a significant difference in scores between the pretest and posttest results, indicating that the use of Canva-based learning media had a positive impact on increasing student creativity. Students became more active in expressing ideas, more daring to experiment with concepts, and better able to present learning outcomes visually and attractively. These findings support constructivism theory, which states that effective learning occurs when students actively construct knowledge through meaningful experiences.

Budi Hartono; Masnita Massaguni

Jurnal Riset Rumpun Ilmu Pendidikan 2025 Lembaga Pengembangan Kinerja Dosen

This article discusses the poem “Sajak Suara” by Wiji Thukul through a structural approach that emphasizes the analysis of intrinsic elements of the text, such as diction, imagery, figurative language, typography, and the poem’s inner structure. This poem was chosen because it contains a strong ideological message related to the struggle against oppression and the silencing of freedom of expression, particularly in the context of the New Order regime. The analysis shows that the poem’s formal structure both in form and content, actively reinforces the spirit of resistance and freedom. The use of direct diction, rhetorical language, and free typography reflects an expression of tension and determination. Thus, the structural approach is able to reveal how the poem’s form itself becomes a crucial instrument in conveying socio-political messages. This study is expected to broaden appreciation of poetry as a medium of critique and collective awareness.

Budi Indra Syahdewa; Zulhendry Zulhendry

International Journal of Economics, Management and Accounting 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Machine translation (MT), especially neural machine translation (NMT) technology, has made significant progress in producing more natural and fluent translations. However, this technology still faces major challenges related to cultural sensitivity, where idiomatic, philosophical, and social contextual meanings often fail to be captured accurately. Through a qualitative literature review, this article examines the main challenges faced by machine translation in understanding and reproducing cultural nuances. The analysis shows that NMT systems have limitations in translating philosophical terms and idioms, tend to be biased due to the dominance of English-language data, and ignore the metalinguistic awareness of humans. Failure to capture these cultural dimensions not only risks losing the authentic meaning of the message but can also accelerate the loss of local languages. This study concludes that the role of humans remains irreplaceable in translating highly cultural texts. Therefore, a hybrid approach that combines technology with human intervention ( human-in-the-loop ) and the development of models trained with more culturally diverse data is recommended to produce inclusive and ethical translations.  

Eko Santosa; Lastini Lastini; Harun Yahya

Jurnal Riset Rumpun Ilmu Pendidikan 2025 Lembaga Pengembangan Kinerja Dosen

The purpose of this study is to describe and compare the literary structures of Sindhunata's novel Anak Bajang Menggiring Angin and S. Sularso's Ramayana using an objective-structural approach. The study's focus is on intrinsic factors, specifically themes and penokohan, as well as reflections of the social values of Jawa culture that are present in both karyas. This study uses a kualitatif deskriptif method with the content analysis technique applied to two novel texts as the primary data. The study's findings indicate that both karyas have a common interest in discussing traditional topics such as the relationship between kebaikan and kejahatan, cinta sejati, pengorbanan, and nilai kepemimpinan. However, there are differences in alur kelengkapan, narasi kedalaman, and tokoh penggambaran. Anak Bajang Menggiring Angin presents the Ramayana in a more precise and symbolic manner, while Sularso's version of the story emphasizes the traditional forms of ungkapan and Jawa symbols. The results of this study are presented in a clear and concise manner by comparing two contemporary adaptations of the classic Ramayana story with objective-structural analysis that has not yet been widely discussed. This study aims to shed light on how modern sastra might serve as a local reflection of culture through traditional epik.

Fitri Dwianasari; Rohmah Diah Yani; Karlina Novianto Laksono; Nurhafillah Mujaliza; Riza Fahlapi

Kajian Ekonomi dan Akuntansi Terapan 2025 Asosiasi Riset Ekonomi dan Akuntansi Indonesia

Mining activities in the Raja Ampat area have sparked various public reactions, both supportive and critical, particularly on social media platforms such as Twitter. This study aims to analyze public sentiment regarding the mining operations by employing two classification algorithms. A total of 500 tweets related to Raja Ampat were collected from the X platform, and after data cleaning, 168 were identified as positive sentiments and 303 as negative. Sentiment analysis was conducted using text mining techniques by comparing two algorithms: Support Vector Machine (SVM) and Naïve Bayes. To address the issue of data imbalance, the Synthetic Minority Over-sampling Technique (SMOTE) was applied. The analysis results showed that SVM achieved an accuracy of 80%, outperforming Naïve Bayes, which reached only 68%. This indicates that SVM performed better in classifying sentiment. Additionally, the application of SMOTE effectively enhanced both algorithms’ abilities to detect positive sentiment, as reflected in the precision, recall, and F1-score metrics. For SVM, precision reached 85%, recall 80%, and F1-score 80%, while Naïve Bayes recorded a precision and recall of 69%, and an F1-score of 68%.