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    COMMUNITY PARTICIPATION FOR SUSTAINABLE INCLUSION OF EDUCATIONALLY DEPRIVED CHILDREN IN SCHOOLS OF NORTH DINAJPUR, WEST BENGAL, INDIA

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    The paper delves into the sustainability aspect of child education, emphasizing the widespread agreement on the crucial role of community involvement in improving the quality of education. This consensus is underpinned by the Right to Education (RTE) Act of 2009, which mandates the establishment of School Management Committees (SMCs) comprising parents, teachers, and local authorities. The primary objective of these committees is to enhance educational outcomes and create a conducive learning environment. Research consistently underscores the positive correlation between parental engagement and children's academic success. However, it is crucial to note that effective engagement in rural areas must be tailored to local contexts. The paper's focus on North Dinajpur district stems from the region's alarming literacy rates, particularly among females, with only 36.5%. Additionally, the high prevalence of early marriages, affecting 39% of the population, serves as a compelling motivation for this study. Drawing on prior experiences and available data, the present paper sets out to evaluate community-driven initiatives aimed at mainstreaming educationally disadvantaged children into elementary schools. Emphasis is placed on the imperative of a rights-based approach, highlighting that education is a fundamental right for all children, regardless of their background. The study meticulously examines whether social work interventions and community strengthening efforts contribute to the sustainable inclusion of marginalized children within the educational system. It also seeks to unravel the multifaceted dynamics in rural and urban North Dinajpur, shedding light on the challenges and successes of community-driven educational initiatives to mainstream out-of-school children in schools. Ultimately, the paper strives to contribute valuable insights into the broader discourse on education quality and community participation, with the aspiration of improving educational outcomes for all children, especially those facing socio-economic challenges in rural and urban areas

    Utilizing Classifier Algorithms to Analyze Lending Activity at The Sumsel Babel Bank's Pagar Alam Branch

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    Everyday living requires accurate information, and knowledge will play a significant role in civilization's present and future growth. It is not sufficient to rely solely on operational data when using existing data in information systems to assist decision-making activities; data analysis is necessary to fully realize the potential of the information already available. The government and banking currently work together to distribute foreign exchange credit, which helps MSMEs who want to expand their businesses by providing additional capital. Bad credit cannot be separated from lousy credit when granting bank credit, one of the issues that banks nowadays frequently face. Additionally, a credit analyst must conduct manual research and analysis to evaluate the business circumstances of potential debtors that are anticipated to affect their capacity to perform their obligations to the Bank while reviewing the distribution of foreign credit to MSMEs. In this research, a classifier algorithm was applied to create a prediction model to predict the customer before the lending application was used and process to pass the lending process in Bank Sumsel, branch Pagar Alam. The experiment was conducted, and based on our data and model, the result obtained 85.54% accuracy based on the Random Forest classifier model. The result shows the algorithm is entirely reasonable in predicting customer data

    TIKTOK, A TICKING POLITICAL TIMEBOMB?

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    This abstract explores the several complex aspects related to the extensive prohibition of TikTok, a widely influential social media network. The rapid and significant increase in popularity of TikTok has not only transformed the digital environment but has also triggered heated discussions about issues of privacy, data protection, and cultural ramifications. Authorities in several nations have implemented measures to limit or prohibit the application, citing concerns such as potential risks to national security and safeguarding user data. This abstract investigates the underlying reasons behind these prohibitions, analyzing the geopolitical, technological, and socio-cultural aspects that have influenced the decision-making of governments. Furthermore, it examines the repercussions of TikTok's prohibition on the platform's user population, content producers, and the wider social media environment. The study employs a blend of qualitative and quantitative research methodologies, such as content analysis and user surveys, to offer a thorough comprehension of the consequences of prohibiting TikTok. This case enhances the existing discussion on the regulation of social media platforms and their influence on global digital culture by presenting many viewpoints on this prohibition

    A STUDY ON JOSE MOURINHO’S LEADERSHIP SKILLS AND PERFORMANCE ON FOOTBALL CLUBS

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    This study delves into the distinctive leadership style of Jose Mourinho, a highly acclaimed football manager known for his strategic acumen, charisma, and a track record of success with top-tier clubs. Mourinho's leadership philosophy is characterized by a unique blend of tactical brilliance, motivational prowess, and an ability to foster a winning mentality within his teams. The paper explores Mourinho's early career, tracing his rise from an assistant coach to his breakthrough with FC Porto and subsequent managerial roles at renowned clubs such as Chelsea, Inter Milan, Real Madrid, and Manchester United. It analyzes the key elements of Mourinho's leadership, emphasizing his tactical innovations, man-management skills, and the capacity to instill a winning culture in diverse football environments. Mourinho's tactical approach is dissected, highlighting his adaptability and strategic flexibility, evident in successful campaigns across different leagues. His charisma and ability to command respect from players are examined, offering insights into how Mourinho builds strong team dynamics and maximizes player performance. Furthermore, the paper explores the challenges Mourinho has faced during his managerial career, including controversies and high expectations. It discusses how his leadership style has evolved in response to changing football landscapes and the demands of different clubs. Drawing from his management and team performance. this research aims to provide a comprehensive understanding of his leadership philosophy. The study contributes to the broader discourse on leadership within the context of professional sports, shedding light on the intricacies of managing high-performance teams in the competitive world of football. By examining Jose Mourinho's leadership style, this paper not only offers valuable insights for football enthusiasts but also provides leadership scholars and practitioners with a compelling case study on effective leadership in dynamic and challenging environment

    BEYOND SCREENS- NETFLIX'S SAGA IN BANGLADESH

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    Netflix, the globally renowned online streaming service, made its foray into the Bangladeshi market in 2016, offering subscribers access to a vast library of Movies and TV-Series through its diverse plans. Despite the platform's popularity, the number of Bangladeshi subscribers stands at approximately 200,000, a figure steadily increasing each month. However, the absence of a robust tax collection mechanism has left the Bangladeshi government unable to harness the potential revenue stream, estimated at around $21 million annually. This incongruity stems from subscribers predominantly utilizing international credit cards and gift card purchases for subscription payments, contributing to a taxation challenge. In the context of Bangladesh's economic landscape, characterized by a predominantly low-income population, the adoption of paid entertainment services, exemplified by Netflix, encounters resistance. This resistance emanates from concerns about affordability, with a significant portion of the population expressing hesitation to allocate funds for entertainment purposes. Criticisms range from perceived high pricing structures to complexities in payment systems. As the dynamics of entertainment consumption evolve within Bangladesh, this exploration delves into the challenges and nuances surrounding Netflix's presence in a socio-economically diverse landscape

    FOSTERING SUSTAINABLE DEVELOPMENT IN EDUCATION: ADDRESSING PRACTICES AND PERSPECTIVES FOR THE TWENTY-FIRST CENTURY

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    The importance of education in fostering practices that contribute to sustainable development is examined in this study. Educating towards Sustainable Development, or ESD, has made significant progress in gaining recognition from worldwide commissions and organizations during the past few decades. In 2004, the United Nations proclaimed that the period from 2005 to2014 would be the Decade of Education for Sustainable Development. To equip people with the information necessary to maintain sustainability in their communities and nations, it is notadequate to rely exclusively on the formal education system, which only has an impact on individualsfor a finite amount of time. Fortunately, ESD goes beyond what istaught in traditional schools and requires coordination in between both the formal and informal educational sectors. These sectors include nature centers, non-governmental organisations, educators in public health, and agricultural extension agents. In addition, educating people about the need of sustainability is a task that never ends. In the best case scenario, these several sectors would work together to promote ESD to the broader public by concentrating their efforts on certain groups of people and problems that are relevant to sustainability. On a worldwide basis, there is a growing consensus that education for sustainable development (ESD) is an essential ingredient in good educational practise. It is important to note that ESD has been incorporated into both the Muscat Agreement and the 2030 Agenda for Sustainable Development, both of which are associated with the Global Education for All Meeting. The purpose of this study is to investigate the relationships that exist among human development, ESD, sustainable development, and the Sustainable Development Goals (also known as SDGs). It highlights the significance of ESD in the global education debate and emphasises the relationship between education and the attainment of all of the Sustainable Development Goals (SDGs), with aparticular focus on ESD

    Hexyltrimethylammonium Bromide Solutions at 278.15: A Dielectric Investigation on Micelle Relaxation and Hydration

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    We have examined the dielectric relaxation of hexyltrimethylammonium bromide solutions at 278.15 K and at 298.15 K in order to investigate the impact of hydrophobic and hydrophilic hydration on temperature. The dynamics of micelles and their hydrophilic and hydrophobic hydration of n-hexyltrimethylammonium bromide solutions are investigated at a low temperature of 278.15 K using dielectric measurements. The concentration ranged from 0.0982 to 0.8534 mol•dm-3, and the frequency range covered from 0.2 to 89 GHz. Four Debye processes added together fit all the spectra. Micelle relaxation processes are visible below the critical micelle concentration, which denotes premicellar aggregation. The relaxation mechanisms were investigated with the aid of Grosse's hypothesis. Due to the radial and tangential diffusion of unbound and bound counter ions around the charged micelles, the two low frequencies are consequently ascribed to these processes. The hydrophilic hydration, in which the water molecules are entirely immobilised, is shown to be temperature independent. On the other side, at lower temperatures, the hydrophobic hydration rise

    The Effect of Reaction Time on the Viscosity and Density of Tetraethyl Orthosilicate from Silica of Rice Husk Ash

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    TEOS is a material widely used in various industrial fields. One source of silica (SiO2) is rice husk ash. The purpose of this study was to determine the effect of reaction time on viscosity and density in making TEOS from rice husk silica. Silica resulting from the purification of rice husk ash is used in the TEOS manufacturing process by examining the variation of reaction time. One mole of ethanol (58.4 ml) and 0.25 mole (7 gr) of silica powder were added to a 250 ml round bottom flask, followed by the addition of 1 gr of CuO/Al2O3 catalyst. The mixture was then refluxed for 30, 35, 40, 45, and 50 hours with effective stirring at a temperature of 90°C. The FTIR characterization results show that there are three main functional groups: the -OH, Si-O, and C-O groups in the five TEOS synthesis results. Wave numbers of the –OH functional groups obtained ranged from 3349 cm-1 to 3315 cm-1 ; Si-O functional groups ranged from 813 cm-1 to 606 cm-1 , and C-O functional groups ranged from 1105 cm-1 to 1040 cm-1 . Reaction time has a significant effect on the viscosity and density of the resulting TEOS. The findings indicate that reaction time does not significantly affect the viscosity of TEOS solutions within the investigated time frame. The viscosity values obtained fall within the acceptable range for commercial TEOS, indicating successful production of TEOS solutions with suitable flow characteristics. However, the density values obtained do not meet the requirements for commercial TEOS, highlighting the need for further optimization

    Use of AI to Recreate and Repatriate Lost, Destroyed or Stolen Paintings: The 1785 Parisian Salon Case Study

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    This study investigates the efficacy of artificial intelligence (AI) in the field of artwork restoration, focusing on lost, stolen, or destroyed artworks. Employing a dual approach that combines traditional manual restoration techniques with advanced generative AI tools, the research centers on a case study of the 1785 Parisian Salon. Itspecifically examines the reconstitution of Antoine François Callet's painting, Achilles Dragging the Body of Hector, unveiled alongside Jacques-Louis David's Oath of the Horatii. The study utilizes Easy Diffusion and Stable Diffusion 2.1 technologies for inpainting and colorization processes. These AI tools are employed in concert with manual restoration practices to recreate the Callet painting. The methodology also includes the use of secondary visual materials, such as Pietro Martini's 1785 engraving of the Salon Carré, to inform the AI's trained dataset. The application of generative AI in this context significantly accelerates the restoration process. However, the study identifies a critical issue where successive AI-based inpainting iterations lead to a degradation in color fidelity and detail precision. This degradation is evidenced by the emergence of unintended artifacts and a loss of visual coherence in the restored images. While AI significantly expedites the artwork restoration process, its integration with manual techniques is crucial to mitigate the loss of artistic detail and color accuracy. The study's findings emphasize the need for a balanced approach that leverages the strengths of both AI and traditional restoration methods. This integrative strategy is essential for preserving the original artistic essence of artworks, contributing significantly to the fields of art restoration and digital humanities

    Optimizing Rail System Stability: Investigating Wear Patterns in Adjustable Steel Washer Equipped Base Plate Designs

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    The rail fastening system is a critical component ensuring the secure attachment of rails, thereby playing a pivotal role in track safety and the prevention of derailments. Key constituents, including rail clamps, tensioning bolts, washers, elastomer pads, and base plates, collectively contribute to the system's efficacy. In the context of Malaysia, the base plate design has remained unchanged for more than a decade. Notably, the adjustable washer, crucial for absorbing train vibrations, encounters compatibility issues with the teeth configuration of the base plate. Consequently, excessive rotational force is necessitated during installation, resulting in initial deformation and wear. This adversely affects the performance of both the base plate and the rail fastening system. To address these challenges, this research undertakes a comprehensive investigation and analysis aimed at enhancing the performance and design of the base plate and its associated components. The outcomes reveal a redesigned base plate capable of reducing stress on the tooth structure by an impressive 69.4%

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