Abstract:Automatic detection of hate speech and abusive language is crucial for combating online toxicity. This study explores Gaussian Naive Bayes for multi-label classification of hate speech on Indonesian Twitter, including target,…
rget, category, and level. We combined TF-IDF features with contextual BERT embeddings. The model achieved balanced performance for general hate speech and good non-abusive language detection. However, it exhibited limitations with imbalanced data and specific hate speech types. The classifier consistently favored the majority class (non-hateful/non-abusive) across labels, particularly struggling with HS_Gender, HS_Physical, etc. This suggests difficulty detecting less frequent but potentially severe hate speech, likely due to limited training data. Overall accuracy and F1-scores confirm that while Gaussian Naive Bayes is efficient, it lacks robustness for nuanced multi-label classification with imbalanced datasets. This necessitates exploring alternative approaches for effectively detecting specific and less frequent hate speech.
Abstract:Within the context of the Indonesian legal system, this study investigates the crucial function that judicial review plays in ensuring that administrative procedures are lawful and that justice is served. This study sheds…
s light on the techniques, processes, and issues that are involved with judicial review in relation to administrative acts. It does so by conducting a comprehensive analysis of judicial decisions, legal precedents, and legislative frameworks. The paper provides an in-depth analysis of the development of judicial review in Indonesia, following its historical progression and analysing the current state of affairs. Through an in-depth analysis of administrative decisions, it examines the role that the court plays in ensuring that administrative procedures are valid, preserving a system of checks and balances, and protecting fundamental rights. The impact of judicial review on administrative institutions and the legal landscape is also investigated in this study. Particular attention is paid to the role that judicial review plays in promoting openness, accountability, and adherence to the rule of law for administrations. The purpose of this research is to give useful insights into the efficient operation of Indonesia's administrative governance and the improvement of justice in administrative procedures. This is accomplished by casting light on the junction between judicial review and administrative law.
Abstract:Currently services at Integrated Terminal Pulo Gebang has no online ticket booking so it requires customers to came directly to the counter. That way there can be loss of booking data, double data. And the report on the…
number of passengers is still done manually, So that the impact that occurs is that the report on the company becomes unbalanced with data in the field. From the description of the problems that occur, it is designed and Built a Ticket Booking and Payment System in the Terminal Web-Based Integrated Pulo Gebang that is expected to solve problems that exists. For system modeling using tools, namely Unfield Modelling Language (UML) to create a Use Case Diagram, Actifity Diagram, Class Diagram. The Ticket Booking and Payment System at the Web-Based Pulo Gebang Integrated Terminal uses PHP and My SQL as its database language.
Abstract:The important role of freedom of expression as a basis for equality, especially within the framework of constitutional law, is very important in Indonesia. This research uses normative juridical qualitative methods to obtain…
tain a comprehensive understanding of the legal aspects that regulate freedom of expression in the country. Recognized as an essential human right, freedom of expression is explicitly protected by the 1945 Constitution of the Republic of Indonesia. The focus of this research is to examine the legal norms governing freedom of expression, which include provisions such as Article 28E paragraph (3) and Article 19 of the Constitution 1945, as well as other statutory regulations. The research results show that freedom of expression is recognized as an inalienable right by the state and is one of the foundations for the realization of a just and democratic society. Although freedom of expression is guaranteed by the constitution, this research also highlights the obstacles and challenges in its implementation. In Indonesia, challenges arise in navigating diverse interpretations of freedom of expression, with concerns about potential exploitation by entities harming public interest. Striking a balance between freedom of expression and societal stability/security is deemed crucial. The research aims to better understand the complexity of freedom of expression within the country's constitutional law and its role in promoting equality. This research aims to find useful insights for creating better policies. These policies should strike a good balance between individual freedom and public interest, ultimately fostering a fair and democratic society.
Abstract:Rural and Urban Land and Building Tax or what can be called PBB-P2 is one of the revenues included in Regional Original Income (PAD). With the existence of Law Number 23 of 2014 which is an amendment to Law Number 32 of…
2004 concerning Regional Government, and Law Number 33 of 2004 concerning Financial Balance between the Central Government and Regional Government which will give authority to the Government Regions to PBB-P2 areas in order to carry out government functions and increase regional income sources. The research method used is descriptive quantitative using several data obtained from research conducted by the Central Statistics Agency from 2017 to 2021. Based on the results of this research, it shows that the level of PBB-P2 effectiveness in Trenggalek Regency is classified as very effective. In contrast to the level of contribution of Rural and Urban Land and Building Tax to PAD, it is actually still not optimal. With this research, it is hoped that Trenggalek Regency can create new strategies and treatments to improve the system for managing Rural and Urban Land and Building Tax revenues in the context of optimizing Original Regional Income in Trenggalek Regency.
Abstract:The Philosophy of Islamic Education serves as the main foundation that guides the spiritual and intellectual development of each individual. As a solid foundation, this philosophy not only acts as a conceptual framework,…
but also spreads into the essence of education, shaping personality, and directing the mind towards a deeper understanding of knowledge and spirituality. This article aims to contribute to a deeper understanding of how Islamic educational philosophy can be a strong foundation for forming spiritual and intellectual intelligence. The method used is descriptive qualitative with library research, this research does not need to go into the field, but simply utilizes several sources of data in this article is done by searching the literature from various sources online according to the focus of the research. Data acquisition techniques are carried out by searching online books, scientific journals, and Google Scholar sources.The results of the discussion in this article show that Islamic Education Philosophy is the basis for creating spiritual and intellectual intelligence by emphasizing the integration of Islamic values in forming character through holistic education, and involving the principles and indicators of spiritual and intellectual intelligence., as well as the integration of Islamic teachings in the process of forming a balanced character and personality.
Abstract:This study examines the process of preparing financial statements for Regional Work Units (Regional Work Units, SKPD) using an accrual-based accounting approach in accordance with Government Regulation No. 71 of 2010. The…
e discussion focuses on the complete accounting cycle, from the opening balance sheet to the final financial statements. The methodology used includes literature review and best practice analysis, using illustrative data. The results emphasize the importance of a comprehensive understanding of the SKPD accounting cycle to produce accurate financial statements that adhere to established standards. Furthermore, this study reviews existing literature on transparency and accountability in local governments, identifies challenges and opportunities, and offers recommendations to enhance these aspects. By understanding the accrual-based accounting process and advancing transparency and accountability efforts, it is expected that local government financial statements will become more meaningful, reliable, and supportive of better decision-making processes for stakeholders.
Abstract:This study investigates the factors influencing Individual Taxpayer Compliance in Indonesia, focusing on Tax Service Quality, Social Engagement and Education, and the moderating role of Information Technology. The findings…
gs reveal that Tax Service Quality does not significantly impact taxpayer compliance, suggesting that improvements in service quality alone may not suffice to enhance compliance levels. In contrast, Social Engagement and Education are significant factors that positively influence taxpayer compliance, indicating the effectiveness of educational initiatives and community involvement in fostering compliance behavior. Furthermore, information technology has been found to have no significant moderating effect on the relationship between tax service quality or social engagement, education, or taxpayer compliance. These results underscore the importance of prioritizing social engagement and educational strategies while recognizing that technology should be integrated as a complementary tool to improve compliance outcomes. A balanced approach combining these elements is essential for fostering a more compliant taxpayer environment in Indonesia.
Abstract:This study examines the management processes involved in developing green infrastructure for Islamic educational institutions, specifically focusing on the construction of madrasah buildings using green building concepts.…
. It investigates how environmental sustainability principles can be systematically integrated into the planning, design, construction, and operational phases of madrasah development projects. Utilizing a qualitative case study approach combined with document analysis, this research analyzes two madrasah building projects in Indonesia that have implemented green building strategies. Data were collected through in-depth interviews with project managers, architects, contractors, madrasah leaders, and stakeholders, alongside analysis of project documents, designs, and specifications. Findings reveal that successful implementation requires an integrated management approach encompassing green design adaptation to local context, sustainable material sourcing, energy and water efficiency integration, waste management during construction, and life-cycle cost considerations. The study identifies key enablers including leadership commitment, technical expertise, community participation, and Islamic ethical alignment, while highlighting challenges such as budget constraints, regulatory gaps, and technical capacity limitations. This research contributes a framework for madrasah green building project management that balances environmental responsibility with educational functionality and Islamic architectural values.
Abstract:This study explores the implementation of Green Technology (Greentech) in the dual domains of administrative management and pedagogical processes within Islamic education institutions (madrasahs, Islamic schools, and pesantren).…
antren). It investigates the potential of Greentech—encompassing energy-efficient hardware, paperless systems, cloud computing, digital learning platforms, and IoT-based resource monitoring—to reduce environmental impact while enhancing operational efficiency and learning outcomes. Employing a mixed-methods sequential explanatory design, the research first surveyed a broad sample of institutions to map adoption levels, followed by in-depth case studies of early adopters. Findings indicate significant potential for reducing carbon footprint and operational costs through virtualization of services, e-learning integration, and smart facility management. However, major challenges persist, including high initial investment, digital literacy gaps among educators, concerns over technology's influence on traditional Islamic pedagogy (talaqqi), and inadequate technological infrastructure. The study concludes that a strategic, values-driven approach aligning Greentech adoption with maqashid sharia (particularly hifdz al-mal/resource preservation) is crucial. It presents a phased integration model that prioritizes technologies offering both environmental and educational benefits, advocating for a balanced fusion of technological efficiency and the preservation of relational, character-based Islamic learning.