The COVID-19 pandemic has posed significant risks to particular communities and individuals, including indigenous communities, migrant workers, refugees, transgender individuals, and the homeless population. The disadvantaged population is overwhelmed by deprivation, inequality, unemployment, and infections, both communicable and non-communicable, which make them more vulnerable to COVID-19 and its negative consequences. These marginalized groups struggle to obtain an admirable political representation and face marginalization and lack of access to health, education, and social services. It is imperative that these marginalized groups and their right to life and their livelihoods are supported, especially when they are put at risk during global crises, such as the COVID-19 pandemic. The Handbook of Research on the Impact of COVID-19 on Marginalized Populations and Support for the Future represents a way of acknowledging an improved, pandemic-free, and prosperous environment for everyone in the future where society does not leave behind any poor or marginalized individuals. The book is a representation of the voice of the marginalized people in the new normal attempting to draw on a comprehensive knowledge bank, which includes anthropology, sociology, gender studies, media, education, indigenous dimension, philosophy, bioethics, care ethics, and more. This book focuses solely on the marginalized people, examines the oppressed communities in depth, and provides insights on how we should stand by these vulnerable people. This book is a valuable tool for social workers, government bodies, policymakers, social justice advocates, human rights activists, researchers in gender and race studies, practitioners, academicians, and students interested in how COVID-19 has impacted marginalized populations and how social justice can be advocated for in the future.

Data science has been playing a vital role in almost all major fields. Many researchers are interested in the development of IT applications, which are user-driven with a focus on issues. This can be addressed using data science. User-driven research and data science have gained much attention from many private, public, and government organizations and research institutions. The Handbook of Research on Designing User Interfaces With a Data Science Approach promotes the inclusion of more diversified users for user-centered designs of applications across domains and analyzes user data with a data science approach for effective and user-friendly user interface designs. It introduces the foundations of advanced topics of human-computer interaction, particularly with user-centered designs and techniques. Covering topics such as artificial neural networks, natural dialog systems, and machine learning, this book is an essential resource for faculty, research scholars, industry professionals, students of higher education, mathematicians, data scientists, interaction designers, visual designers, software engineers, user experience researchers, accessibility engineers, cognitive system engineers, academicians, and libraries.

The book is about Ubuntu-loosely translated-I am because we are-or, our common humanity in Zulu, about Unity, and global solidarity. It proves again how alike and universal we are as societies across the globe despite this deadly pandemic. On a personal and social basis, each of the six chapters is a call to action to find commonality, and this is the third book of Jahid's amelioration on Covid-19 Trilogy. And the Appendix is something special for the readership. Ubuntu tells us about the Indigenous healing keys: empathy, compromise, learning, non-violence, change, forgiveness, restorative justice, love, spirituality and hope. The book was written by a highly diverse team of contributors, both from the Global South and North, and is multidisciplinary in nature, and attempting of Commoning the Communities. The authors hail from the fields of social work, anthropology, and education, and have been working with local communities in the ongoing struggle to identify and address complicit oppression and inequalities. Offering a beacon of hope for today and tomorrow, the book will appeal to social science researchers, policy planners, and the general public alike