Abstract:Automatic text summarization is challenging research in natural language processing, aims to obtain important information quickly and precisely. There are two main approach techniques for text summary: abstractive and extractive…
tractive summary. Abstractive Summarization generates new and more natural words, but the difficulty level is higher and more challenging. In previous studies, RNN and its variants are among the most popular Seq2Seq models in text summarization. However, there are still weaknesses in saving memory; gradients are lost in long sentences so resulting in a decrease in lengthy text summaries. This research proposes a Transformer model with an Attention mechanism that can fetch important information, solve parallelization problems, and summarize long texts. The Transformer model we propose is GPT-2. GPT-2 uses decoders to predict the next word using the pre-trained model from w11wo/indo-gpt2-small, implemented on the Indosum Indonesian dataset. Evaluation assessment of the model performance using ROUGE evaluation. The study's results get an average result recall for R-1, R-2, and R-L were 0.61, 0.51, and 0.57, respectively. The summary results can paraphrase sentences, but some still use the original words from the text. Future work increase the amount of data from the dataset to improve the result of more new sentence paraphrases.
Abstract:The flipped classroom model has increasingly been implemented as an alternative instructional approach in the digital era, including in Islamic Religious Education (IRE) at junior and senior high school levels. This article…
cle aims to systematically examine eight empirical publications from 2021 to 2025 that explore the application of this model within IRE contexts. The review focuses on instructional design, pedagogical outcomes, and implementation challenges. Findings from the analyzed studies suggest that applying the flipped classroom model in IRE can enhance students’ cognitive understanding, foster learning motivation, and develop critical and collaborative thinking skills. However, the effectiveness of this model depends heavily on the quality of digital learning design, the teacher’s readiness to facilitate active learning, and the ability to meaningfully integrate Islamic values into the learning process. In addition, this model faces several challenges, including limitations in technological infrastructure, lack of professional teacher training, and the need for curriculum adaptation. This study highlights the importance of systemic support and digital competency development among educators to ensure that flipped classroom implementation is not merely a technical strategy, but a means of strengthening the spiritual dimension and core values of Islamic education in the digital age.
Abstract:This study aims to explore the ability of Cellular Automata-Markov (CA-Markov) model in predicting the expansion of urban growth rate in Ambon, Indonesia, and Gaza Strip, Palestine. Using a literature study approach, this…
s research collected and analyzed secondary data on land use change, population growth, and factors affecting urbanization in both regions. The results of the analysis show that the CA-Markov model has high accuracy in predicting land use change, and is able to describe the spatial dynamics of built-up land growth. This research emphasizes the importance of integrating environmental aspects in land use planning to achieve sustainable development. The findings are expected to provide useful recommendations for policy makers in managing urban growth, as well as enrich the literature on the application of the CA-Markov model in different contexts.
Abstract:This study investigates the role of the internet in bridging language gaps and enhancing English as a Foreign Language (EFL) instruction within Solo's multilingual context. The focus is on how internet resources aid students…
ents in navigating between Bahasa Jawa, Bahasa Indonesia, and English, reflecting the multilingual dynamics of EFL classrooms. Utilizing a qualitative approach, semi-structured interviews were conducted with students from grade XII public senior high schools in Solo, Central Java. The findings reveal that the internet plays a significant role in facilitating language learning by providing access to diverse resources and interactive platforms. It is reported that internet tools help them create more engaging and culturally relevant lessons, which cater to the multilingual backgrounds of the students. Students highlighted that online resources offer immediate feedback, diverse learning materials, and opportunities for practicing English in real-world contexts, which are crucial for mastering a foreign language. Moreover, the study shows that the internet supports students in developing digital literacy skills, which are essential for effective language learning in the 21st century. The use of internet-based learning tools helps students seamlessly transition between languages, enhancing their overall language proficiency and confidence in using English. This research underscores the importance of integrating internet resources in EFL education to address the unique linguistic needs of students in multilingual settings. Future studies should explore the long-term impacts of internet use on language acquisition and its potential integration with traditional teaching methods to create a more holistic and effective EFL learning environment.
Abstract:This article examines the views of classical and modern scholars on what is related to jilbab. It's a matter of culture. That's more of a moral expression. Nevertheless, this expression invites other meanings that need to…
o be associated according to necessity. This need may be hard to guess, so whatever it means is hidden behind the text. (the hidden texts). Thus, it is perfectly logical that the jellyfish are categorized in the sphere of culture. However, not a few scholars have viewed the figs in the colors of the sacrament, and these sacred values have been regulated according to normative principles. This article will show the diversity of the views of classical and contemporary scholars in understanding the Qur'an as the texts of the Islamic source law relating to the jilbab.
Abstract:In Surakarta, English teachers use manuals to guide scholars and collaborate in the literacy process, and use it as a tonal resource to gain rich input into literacy. In order to improve the quality of English teaching in…
n Indonesia, this study was conducted to measure whether two books used in high school, "English for Critical Thinking" and "Bahasa Inggris Tingkat Lanjut" are correct or not. This research used Alan Cunningsworth's suggestion of an excellent text and tried to find the strengths and weaknesses of the two books based on the given styles. The study was conducted using an evaluation survey to evaluate two manuals in English used by some seminaries in Surakarta. The evaluation method involved sampling books to see if they met criteria for good textbooks developed by the experimenter based on Cunningsworth's framework. The study found that Bahasa Inggris Tingkat Lanjut fulfills the five objectives and approaches of standard, design and association, content, teacher's book and policy perspective. English For Critical Thinking Allowing completes four excellent texts on Cunningsworth's goals and approaches, design and association, a teacher's book, and political attention. Bahasa Inggris Tingkat Lanjut meets five principles of Cunningsworth's excellent example and styles, design and association, pieces, content and teacher's book. The experimenter also noticed that the strengths and weaknesses of "English For Critical Thinking" and "Bahasa Inggris Tingkat Lanjut". Based on the results, the experimenter recommends that the teacher use two manuals in the teaching-literacy process because two books meet the criteria of a good book.
Abstract:This research aims to explore innovation in batik coloring techniques through the collaboration of conventional wax and stamp methods with Shibori resist dyeing, known as Shibotik. Conducted at Batik Komar, the qualitative…
ve approach employed involved participant observation and in-depth interviews. Over a five-month period, the researcher actively engaged in activities at the batik house, observing production processes, interacting with craftsmen, and creating works using Shibotik coloring techniques. The findings reveal that Batik Komar successfully developed Shibotik as an innovative form of textile art. By combining six basic Shibori dyeing techniques—Arashi, Itajime, Kanoko, Kumo, Miura, and Nui—they created new patterns that blend the clarity of traditional batik motifs with the unpredictable edges of Shibori motifs. This collaboration not only produces beautiful and narrative fabrics but also has a positive impact on the community. The increased interest in Shibori, particularly among young entrepreneurs, creates economic opportunities and new jobs. However, suggestions for further research highlight the creative potential of coloring techniques and their economic and cultural impact, particularly on Indonesia's cultural heritage. The study also outlines practical implications, such as enhancing education and training opportunities in batik and Shibori techniques at the local level. Additionally, the emphasis on sustainability suggests investigating the application of Shibori techniques with environmentally friendly principles. In conclusion, Shibotik contributes not only to preserving Indonesia's batik heritage but also opens new potentials in the creative industry. Its novelty lies in cross-cultural collaboration and the creative utilization of coloring techniques, presenting new opportunities for textile art development. The implications can guide further research in the contexts of education and the sustainability of traditional arts.
Abstract:The Umayyad dynasty which rule from 661 AD from 750 AD,stands as a pivotal period in early islamic history leaving a diverse and influential cultural legacy that persists into the modern era .This research aims to explore…
e how to the cultural heritage of the umayyads remains relevant of the context modern world,particularly in the fields of art and architecture.The Umayyad dynasty is renowned for estabilishing a strong empire that encompassed vast territories from the Middle East to Andalusia in Spain.Calliph Abdul Malik ibn Marwan , a prominent figure of the time,introduced the Umayyad Dinar as the official currency and initiated the monumental project Dome of The Rock in Jerusalem,which continues to be one of the most significant symbols of Islamic architecture.Umayyad architeture reflects a blend of Roman, Persian , and newly introduced islamic elements.Their distinctive of domes, calligraphy,and intricate mosaics has deeply inspired modern artists and architect. This study explores how the cultural values from the past continue to inspire and shape contemporary works.By considering the global impact of Umayyad heritage, we can understand how continuity and evolution in human history occur through the development of art,architecture and values systems.Through this analysis, we highlight the importance of understanding how cultural values from the past can reinterpreted in different contexts to support the evolution of an inclusive and sustainable cultural future.
Abstract:This study investigates the relationships between tax audit intensity, the probability of fraud detection, and tax evasion while examining the moderating role of tax officials' service. The research reveals that tax audit…
t intensity significantly reduces tax evasion, confirming its effectiveness as a deterrent. However, the hypothesis regarding the probability of fraud detection's impact on tax evasion was rejected, indicating that the likelihood of detection does not directly influence taxpayer behavior in this context. Additionally, the study found no significant moderating effect of tax officials' service on the relationship between tax audit intensity, fraud detection probability, and tax evasion. These findings suggest that while audit intensity is crucial for enhancing compliance, the quality of service provided by tax officials does not substantially alter taxpayer responses to enforcement measures. The results underscore the need for tax authorities to prioritize strengthening audit processes and detection mechanisms while recognizing that service quality, though important for building long-term trust, may not significantly influence immediate compliance behavior. Future research should explore other moderating factors that could impact taxpayer decisions in varying economic and cultural contexts.
Abstract:This study aims to examine the authenticity of Sahih Bukhari Hadith No. 2112 regarding the right of khiyar through a comprehensive takhrij method to ensure the validity of the evidence in muamalah policy. Additionally, this…
his study examines the mechanism of transmitting legal texts without editorial changes and compares the ijtihad of the four schools of jurisprudence regarding time limits to provide consumer protection solutions in the digital age. The methodology employed is normative legal research using a descriptive-analytical qualitative approach through library research. Data collection techniques involved cataloging hadiths on khiyar from the Kutubus Sittah, identifying the structure of the isnad, and analyzing key vocabulary (mufradat). Data analysis was conducted through stages of isnad criticism to assess the quality of the narrators, systematic analysis of the matn, comparative analysis across schools of thought, and the synchronization of traditional principles with modern economic realities. The research results indicate that the hadiths on khiyar possess exceptional chain of transmission quality within the Silsilah adz-Dzahab tradition, ensuring the text’s accuracy free from distortion over fourteen centuries. Regarding the time limit for khiyar syarat, differing viewpoints were identified: the Shafi’i school limits it to a maximum of three days, while the Maliki school allows a duration of up to 38 days depending on the type of object. In conclusion, the principle of khiyar remains relevant in the digital economy through the transformation of the order cancellation feature as a manifestation of khiyar majelis, as well as the return policy as an application of khiyar aib and khiyar syarat. The implications of this research emphasize that the ethical values of khiyar can serve as a foundation for regulators in refining consumer protection laws to minimize information asymmetry and ensure full consent (antaradin) in every online transaction