Volume 14 | Issue 4 |

 Abstract

The present study focuses on the formulation and evaluation of polyherbal anti-diabetic granules for the effective management of diabetes mellitus, a chronic metabolic disorder characterized by elevated blood glucose levels and associated complications. The limitations and side effects of conventional synthetic drugs highlight the need for safer and more effective herbal alternatives.In this study, a polyherbal formulation was developed using Aegle marmelos, Gymnema sylvestre, and Momordica charantia, which possess well-established antidiabetic properties through multiple mechanisms such as reducing glucose absorption and improving insulin activity. The granules were prepared by the wet granulation method using suitable excipients including diluents, binders, lubricants, and flavoring agents.The prepared granules were evaluated for various pre-compression and post-formulation parameters such as angle of repose, bulk and tapped density, Carr's index, Hausner's ratio, particle size distribution, and moisture content. Further evaluation included phytochemical screening, organoleptic properties, and in-vitro antidiabetic activity using enzyme inhibition assays. Sachet evaluation tests were also performed to ensure uniform ity and quality.The study concludes that polyherbal anti- diabetic granules are a stable, effective, and patient- friendly dosage form with promising potential in the management of diabetes mellitus.

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 Keywords

Polyherbal granules, Diabetes mellitus, Antidiabetic activity, Wet granulation, Herbal formulation, Phytochemicals, Enzyme inhibition

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Creative Commons Attribution 4.0 and The Open Definition

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Health is a state of physical, mental, social and spiritual wellbeing of a person and not merely the absence of disease and infirmity. Most people believe that mental disorders are very rare and it is not going to be affected by a child. In fact, mental illness is very common and widespread. An estimated 13.7% of Indian people are affected with mental illness and 54 million Americans are affected in a year. Objectives: 1) To assess the pre-test level of knowledge regarding myths and misconceptions about mental illness among 17 to 19 years of adolescents from selected college.2) To assess the post-test level of knowledge regarding myths and misconceptions about mental illness among 17 to 19 years of adolescents from selected college.3) To determine association between the knowledge regarding myths and misconceptions about mental illness among 17 to 19 years of adolescents from their selected demographic variables. Methodology

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TEACHING ON KNOWLEDGE REGARDING MYTHS AND MISCONCEPTIONS ABOUT MENTAL ILLNESS AMONG 17 TO 19 YEARS OF ADOLESCENTS FROM SELECTED COLLEGE."

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Creative Commons Attribution 4.0 and The Open Definition

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The traditional perimeter-based cybersecurity model is no longer effective against modern threats, leading to the adoption of Zero Trust Architecture (ZTA). This paper presents the implementation of an AI-driven Zero-Trust Identity Risk and Adaptive Access Engine. The system integrates machine learning techniques into the authentication process to dynamically evaluate user risk. A hybrid approach is used, combining Random Forest for contextual risk analysis and Isolation Forest for behavioral anomaly detection. The generated risk score is used to enforce adaptive access decisions such as granting access, triggering multi-factor authentication, or blocking access. The system is implemented using FastAPI and supports real-time decision-making with low latency. Additionally, a SIEM-based logging system and SOC dashboard are developed for monitoring and analysis. Experimental results show that the system achieves high performance and efficient real-time risk evaluation, making it suitable for modern cybersecurity environments.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Zero Trust, Machine Learning, Random Forest, Isolation Forest, Adaptive Access, Cybersecurity, FastAPI, SIEM

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The use of the Internet and social media has grown rapidly over the time, becoming an important part of our everyday lives. These platforms help people to express their thoughts, feelings, and ideas and stay connected with each other's. However, as social networking sites have become more popular, the problem of cyberbullying has also increased. Cyberbullying means using technology like social media or messaging platforms to harm or harass or bully someone. The Internet can sometimes spread negative and abusive content, which can cause emotional and mental harm to people. Using offensive or abusive language has become a common issue on social media. Such behavior often causes deep emotional pain, trauma, depression and can also lead to suicide attempts, specially in youngsters. The purpose of this project is to design and develop an automated system to detect and prevent cyberbullying on social networking sites using Natural Language Processing (NLP) and Machine Learning algorithms.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Cyberbullying Detection, Natural Language Processing (NLP), Machine Learning, Text Classification, Sentiment Analysis

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The transition from traditional perimeter-based network security to Zero Trust Architecture (ZTA) represents a major shift in modern cybersecurity. This paper reviews the implementation of AI-driven continuous authentication mechanisms in Identity and Access Management (IAM) systems. It focuses on the use of hybrid machine learning models, combining Isolation Forest for anomaly detection and Random Forest for contextual risk evaluation. These models generate a dynamic risk score that enables adaptive access control decisions such as granting access, enforcing multi-factor authentication, or blocking sessions. The study also highlights the integration of identity risk telemetry with Security Information and Event Management (SIEM) systems using standardized schemas. The findings suggest that lightweight AI-based risk engines improve detection accuracy, reduce false positives, and support real-time security enforcement in Zero Trust environments.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Zero Trust Architecture, Machine Learning, Isolation Forest, Random Forest, Adaptive Access, Cybersecurity, SIEM, IAM

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The present study focuses on the formulation and evaluation of a herbal antiperspirant roll-on as a safer alternative to synthetic products. Excessive sweating and body odor are commonly caused by microbial decomposition of sweat. Synthetic antiperspirants containing aluminum salts may lead to skin irritation, creating a demand for herbal alternatives. In this study, a roll-on formulation was prepared using sage extract, aloe vera, and tea tree oil along with suitable excipients such as Carbopol, glycerin, and camphor. The formulation was evaluated for parameters such as pH, viscosity, spreadability, drying time, and stability. The results indicated that the formulation had acceptable physicochemical properties and good stability. The herbal ingredients provided antimicrobial, soothing, and deodorizing effects. Hence, the developed formulation can be considered a safe and effective alternative to conventional antiperspirants.

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Herbal Antiperspirant, Roll-On, Sage, Aloe vera, Tea Tree Oil, Carbopol Gel, Antimicrobial Activity, Deodorant, Cosmetic Formulation

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract: This paper explores the concept of humanism with special reference to Gandhian philosophy and its relevance in contemporary India. Humanism, derived from the Latin term humanities, emphasizes the dignity, value, and potential of human beings, promoting rational thinking, moral responsibility, and social welfare. Historically, humanism traces its roots to Greek thought, particularly Protagoras' idea that "man is the measure of all things," and later developed in both Western and Eastern traditions. While Western humanism often adopted an atheistic orientation, Indian humanism, reflected in the Vedas, Upanishads, and later reform movements, integrates spirituality with ethical living. The paper adopts a descriptive methodology based on secondary sources to analyse Gandhi's humanistic ideas. Gandhi's humanism was shaped by diverse influences, including his family, religious texts like the Bhagavad Gita, and thinkers such as Tolstoy and Ruskin. Central to his philosophy are truth, non-violence, service to humanity, and moral duty. Gandhi viewed religion as inseparable from daily life, defining it as dharma--a moral obligation that fosters both individual integrity and social harmony. Gandhian humanism advocates the creation of a just and humane society grounded in tolerance, unity, and ethical conduct. His vision of Ramarajya represents an ideal society based on justice, equality, and moral values. He emphasized duty over rights, believing that social transformation begins with inner moral development. In contemporary India, Gandhian humanism remains relevant as it addresses issues of inequality, conflict, and moral decline, offering a path toward peace, harmony, and holistic human development.

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Humanism, Gandhian Humanism, Philosophy of Humanism, Gandhian Philosophy, Indian Philosophy

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Creative Commons Attribution 4.0 and The Open Definition

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This paper examines the issue of child abuse and trafficking within the socio-economic and cultural context of Indian society. It highlights how poverty, gender discrimination, broken family structures, conflict situations, and lack of education make the child vulnerable to exploitation. The study discusses various forms of abuse, including labour exploitation, neglect, physical and emotional violence, trafficking, and discrimination against the girl child and children born out of wedlock. It also addresses the condition of the migrant child and those living in conflict-ridden regions who often suffer psychological and emotional trauma. The paper emphasizes that child abuse is socially constructed and therefore preventable through collective responsibility, policy intervention, educational reform, and economic development. It ultimately stresses the need to safeguard the child's rights and ensure holistic development, recognizing the child as the foundation of the nation's future.

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Child, Abuse, Trafficking, Discrimination, Poverty

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Creative Commons Attribution 4.0 and The Open Definition

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This study explores the importance of mental wellness for effective performance in the workplace. With increasing stress and pressure to perform, employees' mental health is often neglected, leading to decreased productivity, job satisfaction, and overall well-being. This research aims to investigate the relationship between mental wellness and job performance, and identify strategies for promoting mental wellness in the workplace. A mixed-methods approach will be used, combining surveys, interviews, and case studies to gather data from employees and managers across various industries. The findings of this study will contribute to a better understanding of the role of mental wellness in achieving effective performance and provide recommendations for organizations to prioritize mental wellness.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Mental Wellness, Effective Performance, Workplace Stress, Employee Productivity, Mental Health, Job Satisfaction, Well-being, Workplace Wellness, Organizational Performance, Employee Engagement

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Creative Commons Attribution 4.0 and The Open Definition

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Abstract The proposal of "One Nation, One Election" (ONOE), which seeks to synchronize elections to the Lok Sabha and State Legislative Assemblies, has emerged as a major subject of political and constitutional debate in India. While proponents argue that simultaneous elections would reduce public expenditure, ensure administrative efficiency, and promote stable governance, critics highlight serious concerns regarding its feasibility, constitutional validity, and implications for India's federal structure. This article provides a comprehensive analysis of the historical evolution of electoral cycles in India, examines the constitutional and institutional requirements for implementing ONOE, evaluates its potential benefits, and critically explores the challenges it poses to federalism and democratic accountability. The study concludes that although ONOE offers certain administrative advantages, its implementation requires cautious deliberation to safeguard the core principles of India's federal and democratic system.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

One Nation One Election, Electoral Reform, Federalism, Indian Constitution, Governance, Democracy, Election System

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Creative Commons Attribution 4.0 and The Open Definition