Volume 11 | Issue 7 |

 Abstract

This study suggests a concept called Augmented Education (Augmented) to initially address the issues raised above. This model primarily comprises of the following three modules, as indicated in Fig. 2: Three modules are included: (1) a Data Module that combines data from multiple sources on campus, (2) a Prediction Module that uses machine learning (ML)-based algorithms to predict academic performance, and (3) a Feedback Module that delivers visualized feedback. The Data Module evaluates characteristics and features that can represent students' behavioral change from three different perspectives. In the end, AugmentED is evaluated using data from 156 actual college students. In this work, a model for the proposed system called Augmented Education (AugmentED) is put forth in an effort to initially address the issues raised above. This model primarily comprises of the following three modules of the proposed system:.

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Predicting Performance of Students in Online Classes Using ML

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 Abstract

Abstract: Globally, a sport as an industry has a unifying appeal. The sports industry boasts of a dynamic appeal that many other, even bigger industries look at with envy. It has the power to define nations as a whole. Sports offer a perfect opportunity to explore scientific concepts such as force, motion, potential energy, velocity, and torque. For many students school-organised sports play an important role in their academic and social experiences. Every school has sports embedded in their curriculum as they understand the importance of physical health and activity. However, the importance given to sports ends there as this inclusion is just for the sake of a formality. Whether it be high performance sports at the Olympics or the development of sports locally, sports education is becoming increasingly important in the modern world. Even though there is a growing awareness of including sports education as a compulsory subject in Indian schools, there lie some endemic obstacles which are preventing its growth trajectory. Roselin Kiro of Elets News Network (ENN) finds out the scenario of sports education in schools in India. India For Sports (IFS) was set up with a vision to provide a same level playing field to the Indian athletes when they compete at international events.[3] The organization tries to solve the basic issue of funding for the deserving athletes. It also provides the athletes visibility by covering their stories, hardships, achievements and activities. The organization also connects the athletes to corporate sponsors and other sports aiding organization to provide facilities such as dietitians, nutritionists, psychologists etc. India For Sports was a crowd funding platform for Indian athletes. It was incepted in June, 2014 to help Indian athletes with funding. It is running 6 fund raising campaigns [2] for athletes in individual sports disciplines such as athletics, table tennis and wrestling.

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Key words : Relevance, Sports, Education, Schools, Concepts.

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 Abstract

The main objective of this study is to examine farmers' aperception towards purchasing crop insurance, aiming to help researchers understand how to mitigate or avoid risks faced by farmers through crop insurance subscriptions. The chosen location for this investigation is Erode District in the Western part of Tamil Nadu, as the attitudes and perceptions of farmers in this area are indicative of their behavior towards crop insurance. The researcher analyzed various factors that influence farmers' perceptions and attitudes towards buying crop insurance. For this study, a sample of 426 farmers from Erode District was selected using the convenience sampling method. To establish significant relationships between variables, the researcher utilized Cluster Analysis, Multiple Regression, Factor Analysis, Chi-Square Analysis, and Percentage Analysis. Additionally, Cronbach's alpha was used to assess the questionnaire's reliability.

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 Keywords

Attitude, Crop Insurance, Perception, Farmers' Risk, Natural Calamities, Government, Agro Economy, etc.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In India by the year 2025, approximately 75% of the population would be employable. For the overall development of the country, we need better skills and opportunities at the same time. The population with proper skills could help the nation to generate revenue, create job opportunities and mitigate poverty. Small-scale industries in India are crucial for the development of the nation as a developed country, despite that this sector is facing a shortage of skilled workforce. Understanding and mitigating the challenge of skilled workforce shortage is crucial for the growth and success of small-scale industries in India. By analysing the factors contributing to the shortage, evaluating its impacts, and exploring potential solutions, this research paper aims to provide valuable insights for policymakers, industry leaders, and stakeholders in addressing this pressing challenge. Ultimately, the findings and recommendations from this study can contribute to fostering a skilled and competitive workforce that supports the sustainable development of small-scale industries in India.

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Skilled workforce, Sustainable development, employment generation, Vocational training, small-scale industry.

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Creative Commons Attribution 4.0 and The Open Definition

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Image dehazing is a critical task in computer vision and image processing that aims to restore clear visibility in hazy or foggy images. In recent years, significant advancements have been made in image dehazing algorithms, leading to improved results and enhanced visual quality. This paper presents a comprehensive review and comparative analysis of state-of-the-art image dehazing techniques. We categorize the existing methods into different groups based on their underlying principles and analyze their strengths and limitations. Additionally, we provide a comparative evaluation of these techniques based on various metrics, including visual quality, computational complexity, and robustness to different hazing conditions. This analysis aims to assist researchers and practitioners in understanding the current landscape of image dehazing methods and identifying avenues for future research.

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Image dehazing, computer vision, image processing, visibility restoration, hazy images, foggy images

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The Buddhist logician Dign?ga known as the father of the medieval Indian logic. He introduced some new concepts on the discussion of logic or inference. Here Pak??bh?sa or the fallacy of thesis, a notable concept of Dign?ga's philosophy, has been discussed after following his great work 'Ny?yaprave?a'.

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Pak??bh?sa, Hetv?bh?sa, D????bh?sa, Aprasiddha-bi?e?ana, Aprasiddha-bi?e?ya, Aprasiddh?v?ya, Prasiddha-sa?vandha.

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Reverse migration, a phenomenon characterised by the return of individuals to their places of origin, has been a growing trend in many parts of the world. Tehri District in Uttarakhand, India, is witnessing an upsurge in reverse migration, which has significant implications for its socio-cultural fabric. This research paper explores the factors contributing to reverse migration in Tehri District and its impact on the local socio-cultural discourse. The study aims to comprehensively understand this dynamic social phenomenon and its potential implications for the region by employing advanced qualitative and quantitative methodologies.

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Reverse migration, Himalayan region, socio-cultural implications, Tehri District

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Applications of creativity and innovative ideas have been taking place in the academic libraries for many years. But, over a period of years, technological changes have influenced the library users at a much faster rate than the academic libraries. This is causing a gap between the libraries and their users. To cope up with this, academic libraries need to strategically tackle the situation. The present study focusses on the role of ambient environment in the implementation of creativity and innovations in academic libraries.

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Creativity, innovation, academic libraries, environment, ambience

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Abstract: Channel's height-width ratio played a significant role on the HT-PEMFC's performance. In the current study, a rectangular parallel flow field design was used to analyze the three different ratios between the channel height-width to observe the various factors that includes velocity field vectors, pressure and water mass fraction in the anode and cathode compartments, membrane current density, the mass fraction of H2, N2 and O2, also polarization curve for HT-PEMFCs. In the first ratio 1:1 where the height and width of gas channel remains the same. By keeping the same channel's inlet-outlet area, the height in the second ratio (4:5) is smaller than the width, while the height in the third ratio (5:4) is larger. Using the COMSOL 6.0 Multiphysics software, we performed a numerical simulation modelling of the HT-PEMFC for this investigation. When channel height to width is kept at (1:1) shows good performance for polarization plot simulation results.

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H: W ratio, PEMFCs, Mass fraction, Ohmic voltage drop, Polarization plot, Velocity.

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Skin diseases pose significant healthcare challenges worldwide, and timely and accurate diagnosis is crucial for effective treatment and management. Teledermatology, which involves the remote diagnosis and consultation of skin conditions using telecommunication technology, has emerged as a promising approach to address the shortage of dermatologists in underserved areas and improve access to dermatological care. In this paper, we propose a novel methodology for the classification of skin diseases in teledermatology using image processing techniques and Support Vector Machines (SVM) as the classification algorithm. The methodology involves data collection from authoritative medical sources, preprocessing to enhance image quality, feature extraction from dermatological images, and model training using SVM.

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Creative Commons Attribution 4.0 and The Open Definition

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Teledermatology, Skin Disease, acne, eczema, psoriasis, classification.

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Creative Commons Attribution 4.0 and The Open Definition