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Text and Social Media Analytics for Fake News and Hate Speech Detection
Identifying and stopping the dissemination of fabricated news, hate speech, or deceptive information camouflaged as legitimate news poses a significant technological hurdle. This book presents emergent methodologies and technological approaches of natural language processing through machine learning for counteracting the spread of fake news and hate speech on social media platforms. • Covers various approaches, algorithms, and methodologies for fake news and hate speech detection. • Explains the automatic detection and prevention of fake news and hate speech through paralinguistic clues on social media using artificial intelligence. • Discusses the application of machine learning models to learn linguistic characteristics of hate speech over social media platforms. • Emphasizes the role of multilingual and multimodal processing to detect fake news. • Includes research on different optimization techniques, case studies on the identification, prevention, and social impact of fake news, and GitHub repository links to aid understanding. The text is for professionals and scholars of various disciplines interested in fake news and hate speech detection.
Women in State Politics in India
The dynamics of Indian politics is reflected in the flexible and fluctuating relations between the centre and the states as well as in the equations within the multiparty political system. This book is one of the first to explore the participation of women in state politics in India and how women navigate the dynamic spaces and hierarchies of the Indian political system. With the help of in-depth studies of 16 states in India, it analyses the gender profile of political parties and legislative bodies in these states; the question of women’s representation which is miniscule in legislative assemblies and women voters and their voting choices. It also explores the roadblocks and barriers they face, along with a study of women’s participation in informal politics. The chapters in this book underline the need for women’s active participation both inside and outside the party system to make democracy more robust and meaningful. Topical, rich in empirical data, this book will be an essential read for scholars and researchers of Indian politics, gender studies, political science, sociology, public administration, and South Asia studies.
The Routledge Handbook on Crisis, Polycrisis, and Public Administration
This volume considers how local, national, and global crises with differing durations, sizes, and impacts challenge the public sector to respond. Within the public administration and policy disciplines, there has been limited recognition about the nature of, linkages among, and the response options for crises and polycrises, when more than one crisis, emergency, disaster, or catastrophe (whether human-caused or natural) simultaneously impacts citizens in one geographical location. This handbook gathers experts from different fields to explore how each crisis challenges human capacity, information technology, and communication capabilities, and how public leaders must respond. These expert co...
Electoral Dynamics in the States of India
This empirically rich volume presents a holistic picture of the electoral process in Indian states and the return of the BJP to power. Drawing on the 2019 elections, it presents ground-level data to understand various aspects of elections: the nature of campaigning, caste, class and identity politics, electoral issues, poll strategies of different parties in the fray, electoral issues, electoral verdicts, the contestants, the leadership factor, the formation of government, among other empirical details. The essays underline the determinants of electoral behaviour by looking into the correlation between the background variables of voters and their voting choices. The essays also compare and contrast the 2019 election verdicts from the earlier elections held in the state under study. A long view of Indian state politics, this book will be essential reference for scholars and researchers of politics, especially political processes, and South Asian studies.
Two Decades of Panchayat Raj in India
Decentralisation is a much-debated issue in India and other countries with a federal system of governance. The enactment of the 73rd Constitutional Amendment Act in 1993 and the subsequent state-wise Panchayat Raj acts in India brought to the front the significance of the grassroots democratic processes. After two decades, Panchayat Raj has been a matter of debate and speculation about its performance and impact. All the major states have completed at least four rounds of Panchayat elections. Almost three million people, including more than one million women, took part in these elections. The experiences of the states provide vital insights into the process of institutionalising Panchayat Raj. This volume strives to encompass all these issues related to Panchayat Raj in India.
