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234 articles for “Social issues”
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ML Model Comparison for Sentiment Analysis Across Diverse Datasets
Abstract: Analyzing sentiment is crucial for understanding public opinion on various issues in marketing, politics, and social sciences. This study compares the performance of seven different machine learning algorithms for sentiment classification, focusing on their effectiveness, accuracy, and complexity. The research is conducted on a pre-processed dataset with balanced text samples, utilizing feature extraction methods such as Term Frequency-Inverse Document Frequency (TF-IDF). The performance assessment criteria consist of accuracy, precision, recall, …
Published in Journal of Operating Systems Development & Trends · Vol. 12, Issue 2, 2025 · pp. 26–33 Read article
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Role of Library and Information Services in Bridging the Digital Divide in India in Addition to Efforts Made by the Governments
Abstract: Advanced separation alludes to the hole between those with customary, compelling access to computerized and data innovation, and those without this entrance. It envelops both actual admittance to innovation equipment and, all the extensively, aptitudes and assets which take into consideration its utilization. Variables like sex, actual handicap, actual access, age, admittance to the substance, and absence of ICT abilities add to the computerized partition. Advanced libraries, Public Libraries and …
Published in Journal of Advancements in Library Sciences · Vol. 7, Issue 3, 2020 · pp. 1–9 Read article
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Utilizing Machine Learning for Self Assessment of Mental Well-being, Informed by Expert Insights and Student Experiences
Abstract: Monitoring one's own well-being is of utmost importance in bolstering mental health. Recent research involving college student populations has investigated the long-term feasibility of recording daily emotional states, activities, and social interactions. The prevalence of mental health issues is on the rise, particularly among young adults and adolescents, placing university students at a heightened risk due to challenges related to fitting in and forming connections in diverse social environments. Many …
Published in Research and Reviews: A Journal of Health Professions · Vol. 13, Issue 2, 2023 · pp. 55–64 Read article
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Barriers to Student Expression on Mental Health
Abstract: It focuses on the challenges faced by students in openly expressing their opinions and emotions regarding mental health, which is an essential yet often sensitive topic. The research, conducted upon 52 students with an age range of 18 to 26, highlights the perceptions students have about mental health and the difficulties they face in seeking help. Even though 78.4% of the respondents emphasized the need for increased mental health awareness, …
Published in International Journal of Behavioral Sciences · Vol. 2, Issue 2, 2025 Read article
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Vaccines in the Fight Against COVID-19: Mechanisms, Efficacy, and Global Challenges
Abstract: The SARS-CoV-2 pandemic has created an unparalleled public health problem, necessitating comprehensive prevention. This page discusses COVID-19's evolution, scientific understanding, and quick vaccine production and implementation. It compares the mechanisms, efficacy, and safety profiles of the four major types of COVID-19 vaccines—namely mRNA, viral vector, protein subunit, and inactivated virus vaccines. Each type is evaluated in terms of how it stimulates the immune response, its effectiveness in preventing infection or …
Published in Recent Trends in Infectious Diseases · Vol. 2, Issue 2, 2025 · pp. 34–48 Read article
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Uncharacteristic Behavior of User and its Impact on Social Networks
Abstract: Although there are still a lot of security and protection issues, the emotional rise in OSN use. Right now, propose a hazard evaluation dependent on the possibility that the more a client conduct separates from what it very well may be considered as a ‘typical conduct’, the more it ought to be viewed as unsafe. In doing this, we have considered that OSN populace is extremely heterogeneous in watched practices. …
Published in Recent Trends in Parallel Computing · Vol. 7, Issue 1, 2020 · pp. 24–29 Read article
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The New Digital Accord: Ethics, Society and the Future of Online Interaction
Abstract: In a time when digital technology feels like our second home, every click leaves a mark, and every share holds significance. The ‘New Digital Accord’ aims to explore the complex relationship between technological progress and ethical responsibilities, examining how our constant connectivity shapes social behaviours, digital safety, and moral values. This paper addresses key challenges such as cybersecurity threats, misinformation, digital addiction, online harassment, and the ethical questions surrounding artificial …
Published in OmniScience: A Multi-disciplinary Journal · Vol. 15, Issue 3, 2025 · pp. 102–113 Read article
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A Review of History and Origin of Corona Virus Infection
Abstract: Crown infection (COVID-19) is a wrapped RNA infection that is differently found in people and natural life. A sum of six animal groups has been distinguished to cause infection in people. They are known to contaminate the neurological, respiratory, enteric, and hepatic frameworks. The previous not many decades have seen endemic flare-ups as Middle East respiratory disorder crown infection (MERSCoV) and extreme intense respiratory disorder related crown infection (SARS-CoV).The latest …
Published in Research and Reviews: A Journal of Microbiology and Virology · Vol. 10, Issue 2, 2020 · pp. 29–31 Read article
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Decentagram: A Decentralised Social Media Using Blockchain
Abstract: Nowadays, it is almost impossible to meet someone who does not share at least a small portion of their life online. 3.53 billion people were active users of social media as of July. This is 45% of the world's population, and the quota rises over the threshold for individuals with internet access which is 80%. Such capillary entry into people's daily activities indicates the ability of large social media businesses …
Published in Journal of Mobile Computing, Communications & Mobile Networks · Vol. 10, Issue 1, 2023 · pp. 1–6 Read article
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A comprehensive Review on the Impact of Aquatic Pollution on Fish
Abstract: Freshwater is one of the most important natural resources that are used for various activities in our daily lives. Here, 70% of our Nation’s liquid freshwater is unfit for consumption. Effect of heavy metals on hydrophobicity provides general information about the distribution of heavy metals in the atmosphere from different sources around the world, such as atmospheric precipitation, river and lake sediments. Human activities such as chemicals are increasing day …
Published in Research and Reviews : Journal of Veterinary Science and Technology · Vol. 13, Issue 1, 2024 · pp. 1–12 Read article
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Lived Experience of Married Middle-aged Women Regarding Marital Satisfaction
Abstract: Introduction: Marital satisfaction is a significant contributor to general sense of happiness. A fulfilling marital relationship meets the intimacy requirements of both partners and contributes to their overall physical and mental well-being. However, elderly couples in today's era face new challenges associated with prolonged longevity. A study was conducted to explore the lived experience of marital satisfaction among married middle-aged women in selected community in Kannur. Objective of study was …
Published in International Journal of Women's Health Nursing And Practices · Vol. 2, Issue 1, 2024 · pp. 47–51 Read article
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A Case Study on the Efficacy of Sanshamana Chikitsa in Vitiligo (Shwitra)
Abstract: Background: Vitiligo (Shwitra), a pigmentary disorder characterized by the loss of melanocytes, the skin cells responsible for melanin production. This results in the appearance of white or depigmented patches on the skin, is interpreted in Ayurveda as a Tridoshaja condition primarily involving vitiation of Pitta and Rakta. Vitiligo poses a major psychological burden in addition to being a cosmetic issue due to its visible appearance and associated social stigma. Objective: …
Published in Research and Reviews : A Journal of Ayurvedic Science, Yoga and Naturopathy · Vol. 13, Issue 1, 2026 · pp. 29–38 Read article
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Social Media Analytics for Academic Performance of Students
Abstract: AbstractNowadays social media become the public platform around the world to discuss issues or for getting information, finding friends and many more. It is part for daily life which refers a common activity amongst children, youngsters and emerging adults. Excessive usage of social media may raise the question about the performance of students. Prediction of any event is always fascinating and very important part of the research. In this article, …
Published in Journal of Electronic Design Technology · Vol. 11, Issue 1, 2020 · pp. 21–26 Read article
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A Study on Social Network Mining
Abstract: AbstractA rapid increase has been seen in the recent decade in the usage of social media. Web and web 2.0 has made it easy for users to reach out to Twitter, Facebook and other social media platforms. Most of the users depend on these social media platforms for news and opinions on trending topics. This type of dependence on these social media platforms have produced large amount of data in …
Published in Journal of Advanced Database Management & Systems · Vol. 6, Issue 2, 2019 · pp. 36–39 Read article
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Social Networking or Library Networks in Digitalized Environment
Abstract: Library is an educational hub and a center of storage of information materials. Now library is not only a storage place but can build our networks and is very popular in all the fields. Now every field has personal demand of a unique library to manage the information in proper way with an effective presentation to the users. Today digitalization has also given an effective touch to this field thereby …
Published in Current Trends in Information Technology · Vol. 4, Issue 3, 2014 · pp. 1–4 Read article
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Socio-economic Study of Slum to Estimate Vulnerability In Order To Develop Proper Resettlement/Rehabilitation Process.
Abstract: About 900 million people, by the lowest estimations, are currently residing in urban slums. This figure rises to 1.6 billion when informal settlements of various forms are included. This amounts to roughly a quarter of the world's urban population. A sizable portion of India's urban population resides in slums. They encounter substantial barriers when accessing adequate housing and basic amenities (water, sanitation, social facilities, etc.). Government agencies’ attempts to address …
Published in International Journal of Urban Design and Development · Vol. 1, Issue 2, 2023 · pp. 33–46 Read article
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Childhood Obesity: From Determinants to Clinical Management strategies
Abstract: Childhood obesity is one of the major global health problems in whole world, with a dramatic increase in prevalence over the recent few decades. Obesity associated with very serious long term health complications and sometimes very serious complications, such as metabolic disorders, cardiovascular, neurological, renal and psychological disorders. There are various factors such as genetic, environmental, behavioural, and socio-economic factors are some key player in the pathogenesis of obesity. In …
Published in Research and Reviews: A Journal of Health Professions · Vol. 16, Issue 1, 2026 · pp. 45–53 Read article
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A New Evaluation Index for Application of Machine Learning Algorithms to Determine Trust in Skewed Social Media Data
Abstract: In this paper we study the problem of accuracy paradox which arises on the application of machine learning algorithms for inference of trust in skewed social media data. Skewness is defined as the under representation of one class over another in a binary classification problem. We achieved our purpose of identifying the accuracy paradox problem in various algorithms by identifying a new evaluation index called predictive index. The dataset used …
Published in Journal of Artificial Intelligence Research & Advances · Vol. 5, Issue 3, 2018 · pp. 49–57 Read article
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Feminist Consciousness: A Syntactic Analysis of Bayo Adebowale’s Lonely Days
Abstract: As an interdisciplinary discipline, feminism seeks to address issues of equality and equity based on gender, gender expression, gender identity, sex and sexuality in line with social theories and political activism. Feminism can be traced to the evolution and practice of inequality between the sexes. However, the issue of women’s struggle for empowerment dates back to the history of feminism. The history of feminism itself is the history of women’s …
Published in OmniScience: A Multi-disciplinary Journal · Vol. 7, Issue 2, 2017 · pp. 15–19 Read article
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Sustainable Practices in Urban Horticulture: A Review of Green Infrastructure
Abstract: Urbanization is expanding at an unprecedented rate across the globe, which brings about significant challenges, including environmental degradation, climate change, and the rapid loss of biodiversity. As the population in cities grows and urban areas become increasingly congested, the role of urban horticulture is becoming vital in improving the livability and sustainability of these environments. Urban horticulture plays an important role in enhancing both the ecological and social fabric of …
Published in International Journal of Trends in Horticulture · Vol. 2, Issue 1, 2025 · pp. 1–6 Read article