Volume 13 | Issue 5 |

 Abstract

In the era of block chain, ensuring data truthfulness and protecting the privates of data generators are both important to the long term healthy improvement of data market . On one hand , the main aim is to maximize the profit of the customer. Yet, to reduce operation cost, A strategic service provider may provide data services based on the whole raw data set, or even return a fake result without processing the data from designated data sources. The guarantee data confidentiality content of raw data should not be disclosed to data consumers if the real identity of data generator is hidden. Reliable and secure data exchange is developed internally in associate degree encryption and the signature using , partially encryption and by using identity-based signature. Also we have to maintain data processing, batch verification and outcome verification to maintain security and confidentiality of data. By using profile matching service with addition to reliable and secure data exchange we can improve the performance of information distribution service.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

DATA MARKETS, DATA TRUTHFULNESS, DATA CONFIDENTIALITY

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Capital punishment remains one of the most divisive aspects of criminal justice in democratic societies. In India, it raises particularly challenging questions due to its coexistence with a constitution that guarantees the right to life and personal liberty. This paper explores the historical, legal, and constitutional dimensions of the death penalty in India, with a special focus on Article 21 of the Indian Constitution. Through an analysis of statutory provisions, judicial precedents, international obligations, and socio-political trends, the research evaluates the compatibility of capital punishment with the Indian constitutional framework. The paper also considers whether the 'rarest of rare' doctrine provides sufficient safeguards or whether a shift toward complete abolition is warranted.

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 Keywords

Capital Punishment

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Creative Commons Attribution 4.0 and The Open Definition

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This introduces an advanced Blockchain-based AI-powered Voting System, an innovative solution designed to overcome the persistent challenges of security, transparency, and voter authentication in modern electoral processes. In an era where traditional voting methods are increasingly susceptible to fraud, tampering, and inefficiencies, this system leverages cutting-edge technologies to create a secure, transparent, and reliable voting mechanism that meets the evolving demands of digital democracy. At its core, the system integrates blockchain technology to establish a decentralized, immutable ledger for vote storage. This ensures that every vote cast is permanently recorded and safeguarded against unauthorized modifications, tampering, or data loss. The transparent nature of blockchain technology allows all stakeholders to verify and audit the election process without compromising the confidentiality of voter information, thereby fostering trust and confidence in the electoral system. To address the critical issue of voter authentication, the system incorporates advanced biometric verification, utilizing facial recognition algorithms to match voter identities with pre-stored biometric data. This ensures that only legitimate voters can access the system and participate in the election, effectively eliminating the possibility of identity fraud. The system also employs secure document validation processes to authenticate voter credentials during registration, further enhancing the integrity of the voter database. A centralized database efficiently manages user registration, providing a streamlined and organized process for enrolling voters. To enhance security during registration, the system implements OTP-based verification, requiring users to validate their credentials with a unique, time-sensitive code sent to their registered mobile number. This additional layer of authentication prevents unauthorized access and ensures the accuracy of voter information. Smart contracts, a defining feature of the system, automate essential voting processes, including vote validation, tallying, and result declaration. These self-executing contracts operate on pre-defined rules and conditions, eliminating the need for manual intervention and significantly reducing the risk of human error. By automating these tasks, the system provides real-time, tamper-proof results with unparalleled accuracy and efficiency.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Blockchain, E-voting, AI, Facial Recognition, OTP Verification, Cybersecurity, Data Integrity, Voter Privacy, Decentralization, Smart Contracts

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

In present work efficiency of CeFeO3 as photocatalyst for degradation of Reactive Blue 4 was studied. Photocatalytic bleaching of Reactive Blue 4 was observed spectrophotometrically.The influence of variation of different reaction parameters such as concentration of dye; pH and amount of photo catalyst were observed. The optimum conditions for photocatalytic degradation have been established. The optimum conditions for the degradation of Reactive Blue 4 dye have been found as dye concentration 3x10-5M, pH= 8.0 and 0.06 g/100 ml catalyst dose. The kinetics of degradation of the dye follows first order kinetics.A tentative mechanism for degradation of dye by CeFeO3 has been proposed. The presence of hydroxyl radical as an active Oxidising species has been confirmed.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Reactive Blue 4,Photocatalyst, Photocatalytic bleaching.

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Creative Commons Attribution 4.0 and The Open Definition

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This paper delves into the intricate and multifaceted realities faced by the LGBTQ+ community in India, shedding light on both the advancements in legal rights and the persistent social, economic, and cultural obstacles that remain. Despite significant judicial milestones, including the landmark decriminalization of homosexuality and the formal recognition of transgender rights, deeply entrenched discrimination continues to permeate sectors such as healthcare, employment, education, and public engagement. By employing a multidisciplinary approach, this paper critically analyzes these pressing issues and puts forth actionable strategies aimed at fostering inclusive development and empowering the LGBTQ+ community in India.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Marginalization, Homosexuality, Transgender, Social Stigma, Social Inclusion.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

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Disease Prediction, Support Vector Machine (SVM), Machine Learning, Healthcare Analytics, Clinical Decision Support, Data Mining, Predictive Modeling, Medical Diagnosis.

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Creative Commons Attribution 4.0 and The Open Definition

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Ocular asthenopia, commonly known as eye strain, has emerged as a significant concern in the digital age. The increasing reliance on digital devices has led to a surge in the prevalence of eye strain, affecting individuals' productivity, quality of life, and overall well-being. This issue has become even more pronounced since the COVID-19 pandemic, which further accelerated the widespread use of digital technology. As this trend continues, the incidence of ocular asthenopia is expected to rise, making it an urgent public health issue. Both Ayurvedic and conventional approaches provide valuable strategies for managing this condition. While conventional care offers immediate relief and effective symptomatic management, Ayurvedic practices offer a holistic approach to address the underlying causes of eye strain. Continued research and collaboration between these two paradigms present an opportunity to enhance treatment options and improve the quality of life for individuals affected by ocular asthenopia.

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 Keywords

Ocular Asthenopia, Timira, Digital Eye Strain

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Dungurpur - Maratha Realation : A Study (1728 -1818 AD)

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Dungurpur - Maratha Realation : A Study (1728 -1818 AD)

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract This study explores the current mental health status among educated women who are unemployed. This paper also examines the relationship between mental health and demographic factors such as age, marital status, and educational qualification among these women. This study aims to explore as its objectives the varied conditions of mental health issues (Depression, Anxiety and Stress) and their prevalence in women who are unemployed. The condition of their unemployment, however, is to be assessed in terms of their age, marital status and academic qualifications. A cross-sectional survey methodology was used in the quantitative investigation. A total of 312 unemployed educated women in the age group of 28-45 years were selected using convenient sampling techniques from Jadavpur University, University of North Bengal and The University of Burdwan of West Bengal, India. This study employed a structured personal information sheet and 'The 21-item Depression, Anxiety and Stress Scale (DASS-21)' developed by Lovibond and Lovibond (1995), covering three following sub-factors: Depression, Anxiety and Stress. The collected data were analyzed using mean, SD and ANOVA through statistical package for social science (SPSS). The outcomes of the specific study demonstrated significance difference in overall mental health as per age, marital status and educational qualification of these women. On analyzing dimension-wise mental health, a significance difference was found in depression, anxiety or stress of such women with regards to their age, marital status and educational qualification.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Mental Health, Depression, Anxiety, Stress, Unemployed, Women

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Creative Commons Attribution 4.0 and The Open Definition