Edu Journal of International Affairs and Research, ISSN: 2583-9993

"Reviewing the Antidiabetic Potential of Polygonum Glabrum Wild: A Comprehensive Analysis"

2024-03-19T08:52:20+00:00

This comprehensive review delves into the antidiabetic potential of Polygonum Glabrum Wild, offering a thorough analysis of existing literature on its efficacy in managing diabetes mellitus. Polygonum Glabrum Wild, a plant with a rich history in traditional medicine, has garnered attention for its purported antidiabetic properties. Through a comprehensive examination of scientific studies, this review elucidates the mechanisms underlying Polygonum Glabrum Wild's antidiabetic effects, shedding light on its pharmacological activities and potential applications in diabetes management. The review highlights the importance of further research to fully understand the therapeutic potential of Polygonum Glabrum Wild and its integration into diabetes treatment strategies. Overall, this review provides valuable insights into the antidiabetic properties of Polygonum Glabrum Wild, paving the way for future research and clinical applications in the field of diabetes management.

Critical Examination of the Evolution of the Doctrine of Proportionality within the Framework of Indian Administrative Law

2024-03-31T10:46:42+00:00

The theory of Doctrine of proportionality is a legal idea that ensures governmental powers are reasonable, necessary and
proportionate to their lawful purpose. This multidisciplinary research explores the history, constitutional basis and modern
implementation of proportionality theory in Indian administrative law, highlighting its incorporation into Articles 14 and
19. The Doctrine of proportionality describes government acts as lawful, logical, necessary, stringent and balanced with the
goal of protecting individual rights while also serving the general interest. The Doctrine of proportionality protects the
fundamental rights, legality, and constitutionality of administrative decisions while fostering a worldwide balance between
governmental requirements and individual liberty. The doctrine of proportionality in Administrative Law provides a proper
balance between intended outcomes and methods, enabling judicial review to challenge acts that are disproportionate to
court awareness.

Analysis of Rural Health Prediction Machine Learning Algorithms with LSTM-GAN Architecture for 5G Medical Time-Series Analysis

2024-04-13T16:11:45+00:00

For smart health-care services and apps, 4G and other communication standards are employed in the healthcare industry. These technologies are essential to the development of smart healthcare services in the future. As the health care sector expands, several applications are anticipated to generate enormous amounts of data in various formats and sizes. Such vast and varied data requires specific handling with regard to end-to-end delay, bandwidth, latency, and other factors. Information and communication technology is developing quickly today. The system must be created in such a way that it takes into account the preferences of senior people, who have additional needs in terms of their living arrangements and the environment in which they live. In order to examine the most important criteria (feature) needed to develop a model for spotting strange behavior in elderly people, this study recommended using the "Decision Making Trial and Evaluation Laboratory" (DEMATEL). After DEMATEL analyzed the main criteria for predicting odd behavior in the elderly, Convolutional Neural Networks (CNNs) and Long Short-Term Memories (LSTMs) were adopted in the detection of strange behavior in the elderly. The study developed a theory by relating the SIMADL dataset to the behavior of elderly persons and then carried out an experimental investigation with CNN and LSTM-GAN. According to performance assessments, the LSTM has a 97% accuracy rate when it comes to identifying odd behavior in elderly people.

Building a Global Fintech Business: Strategies and Case Studies

2024-04-18T12:04:10+00:00

Strategy is essential to build the Fintech industry globally. A strong brand helps to draw the customer’s attention. A clear value proposition, compelling brand story, and consistent messages among different platforms help to build credibility and trust. As a digital type of business segment, Fintech hampers the traditional strategies towards financial transactions. Fintech follows seven different strategic themes to establish business globally

Leveraging AI, ML, and Data Analytics to Evaluate Compliance Obligations in Annual Reports for Pharmaceutical Companies

2024-05-07T10:46:07+00:00

This paper delves into the utilization of artificial intelligence (AI), machine learning (ML), and data analytics to assess compliance obligations within annual reports for pharmaceutical companies. Annual reports serve as pivotal documents for showcasing a company's financial performance, regulatory adherence, and overall governance. However, ensuring compliance with regulatory standards poses significant challenges in the dynamic pharmaceutical landscape. By harnessing AI, ML, and data analytics technologies, this study aims to streamline the evaluation process, enhance accuracy, and identify potential areas of non-compliance within annual reports. Through a comprehensive analysis of regulatory frameworks, industry guidelines, and historical data, the paper explores how advanced analytics can facilitate proactive compliance management, mitigate risks, and ensure transparency and accountability. Insights derived from this research can inform pharmaceutical companies' strategies for optimizing compliance processes, fostering regulatory confidence, and maintaining stakeholders' trust in the industry.

Evaluating the MGNREGA Derived Water Management Programs: A Study of Mewat District, Haryana

2024-05-09T14:26:38+00:00

The water management has been playing a very significant role in rural development. Present study highlight an active role of various water management programmes which have undertaken under MGNREGA in a Mewat district which is situated under the foothills of Aravali in the six block of Mewat district, Haryana. In this study, various water management programmes like groundwater recharging, election of check dames, soil conservation works etc. have been executed under the rural development for 12 villages. In order to analyse the impact of water management programmes, a composite index method was applied to get the desired results. Further, the findings of the study shows that there is a significant impact of all these water management programme in terms provide a sustainable employment for the BPL households and also been proved conducive to execute the rural development in terms of taking structural measures for developing the rural infrastructure and the drought management measures in the 12 villages of Mewat district.