Text And Social Media Analytics For Fake News And Hate Speech Detection
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Text And Social Media Analytics For Fake News And Hate Speech Detection
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Author :
language : en
Publisher:
Release Date : 2024-10
Text And Social Media Analytics For Fake News And Hate Speech Detection written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-10 with Computational linguistics categories.
"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 speeches on social media platforms. Features 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 GiT Hub repository links to aid understanding The text is for professionals and scholars of various disciplines interested in fake news and hate speech detection"--
Text And Social Media Analytics For Fake News And Hate Speech Detection
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Author : Hemant Kumar Soni
language : en
Publisher: CRC Press
Release Date : 2024-08-21
Text And Social Media Analytics For Fake News And Hate Speech Detection written by Hemant Kumar Soni and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-21 with Computers categories.
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.
Startup Driven E Government Digital Innovation For Sustainable Ecosystems
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Author : Mishra, Divya
language : en
Publisher: IGI Global
Release Date : 2025-05-23
Startup Driven E Government Digital Innovation For Sustainable Ecosystems written by Mishra, Divya and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-23 with Business & Economics categories.
As startups create breakthrough innovation increasing public sector performance, they are often utilized to restructure government operations by leveraging digital technology and electronic governance. Measurable and simple solutions may improve efficiency in public services, boost the transparency of public institutions, and promote sustainability in areas ranging from education and farming to healthcare and business. The infusion of technology can upgrade traditional government models into innovative, customer-oriented, and sustainable foundations. Further exploration may revolutionize how e-governance tools can be used to enhance government responsiveness and create a sustainable digital ecosystem that benefits both the public and private sectors. Startup-Driven E-Government: Digital Innovation for Sustainable Ecosystems explores how digital changes are solving historical deficiencies in the management system. It offers actionable insights, focusing on how collaboration can overcome challenges and improve public services. Covering topics such as smart labor welfare, industrial automation, and women’s safety, this book is an excellent resource for government officials, policymakers, entrepreneurs, engineers, urban developers, business owners, researchers, scholars, academicians, and more.
Navigating Challenges Of Object Detection Through Cognitive Computing
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Author : Ahmad, Sadique
language : en
Publisher: IGI Global
Release Date : 2025-04-30
Navigating Challenges Of Object Detection Through Cognitive Computing written by Ahmad, Sadique and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-30 with Computers categories.
Cognitive computing is transforming how machines perceive, analyze, and make intelligent decisions, enabling breakthroughs in object detection, segmentation, and image processing. By integrating cognitive algorithms with machine learning, this technology enhances automation, accuracy, and efficiency across industries such as healthcare, finance, and agriculture. The ability of machines to mimic human reasoning opens new frontiers for innovation, leading to smarter diagnostics, risk assessments, and precision-driven solutions. As cognitive computing evolves, its applications will continue to reshape industries, improve decision-making, and drive technological advancements that impact society on a global scale. Navigating Challenges of Object Detection Through Cognitive Computing explores the challenges of object detection across various domains and presents cognitive computing-based intelligent techniques to overcome them. It provides insights into innovative methodologies for improving detection accuracy in complex scenarios such as surface defect detection, indoor environments, adverse weather conditions, UAV imagery, and camouflaged object detection. Covering topics such as smart engineering, social medial sentiment analyses, and healthcare, this book is an excellent resource for computer engineers, computer scientists, industry practitioners, professionals, researchers, scholars, academicians, and more.
Citizen Centric Artificial Intelligence For Smart Cities
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Author : Sharma, Ashok
language : en
Publisher: IGI Global
Release Date : 2025-05-07
Citizen Centric Artificial Intelligence For Smart Cities written by Sharma, Ashok and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-07 with Political Science categories.
Artificial Intelligence (AI) has transformative potential in shaping the future of urban living. AI-driven initiatives are revolutionizing various aspects of smart city development, from infrastructure optimization to environmental sustainability. At the heart of this lies the concept of citizen-centric design, where AI technologies are harnessed to prioritize the needs, preferences, and well-being of urban communities across key domains such as transportation, energy management, public safety, healthcare, and governance. An emphasis on ethical considerations in AI deployment, including privacy protection, transparency, accountability, and inclusivity, is critical for ensuring that AI technologies are developed and deployed in a manner that respects the rights and dignity of urban residents. Citizen-Centric Artificial Intelligence for Smart Cities provides insights into the role of AI in shaping smart city development and offers policy recommendations for leveraging AI to improve urban governance, service delivery, and citizen engagement. This comprehensive analysis uncovers the ways in which AI-based services are reshaping the urban landscape and empowering citizens to actively participate in the co-creation of their cities, inspiring the exploration of new avenues and the development of innovative solutions to address urban challenges. Covering topics such as robotic communication, disaster situational awareness, and data governance, this book is an excellent resource for policymakers, government officials, computer scientists, professionals, researchers, scholars, academicians, and more.
Cybercrime In Social Media
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Author : Pradeep Kumar Roy
language : en
Publisher: CRC Press
Release Date : 2023-06-16
Cybercrime In Social Media written by Pradeep Kumar Roy and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-16 with Computers categories.
This reference text presents the important components for grasping the potential of social computing with an emphasis on concerns, challenges, and benefits of the social platform in depth. Features: Detailed discussion on social-cyber issues, including hate speech, cyberbullying, and others Discusses usefulness of social platforms for societal needs Includes framework to address the social issues with their implementations Covers fake news and rumor detection models Describes sentimental analysis of social posts with advanced learning techniques The book is ideal for undergraduate, postgraduate, and research students who want to learn about the issues, challenges, and solutions of social platforms in depth.
Event Analytics Across Languages And Communities
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Author : Ivana Marenzi
language : en
Publisher: Springer Nature
Release Date : 2024-11-19
Event Analytics Across Languages And Communities written by Ivana Marenzi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-19 with Computers categories.
This open access book presents interdisciplinary and cross-sectoral research results fostering event analytics across languages and communities. It is based on the CLEOPATRA International Training Network, which explored how we analyze and understand the major events that influence and shape our lives and societies, and how they unfold online. This analysis was achieved through various case studies, the development of novel methodologies in fields such as data mining and natural language processing, and the creation of new event-centric datasets aggregated in the Open Event Knowledge Graph (OEKG), a multilingual event-centric knowledge graph that contains more than 1 million events in 15 languages. The book is divided into three parts, focusing on different aspects of event analytics across languages and communities: Part I Event-centric Multilingual and Multimodal NLP Technologies presents five chapters reporting on recent developments in NLP technologies required to process multilingual information. Next, the four chapters of Part II: Event-centric Multilingual Knowledge Technologies discuss technologies integrating multilingual event-centric information in knowledge graphs and providing user access to such information. Finally, Part III: Event Analytics covers three selected aspects of multilingual event analytics, namely an analysis of event-centric news spreading barriers, claim detection in social media, and the narrativization of events as a means of presenting event data. This book is mainly written for researchers in academia and industry, who work on topics like natural language processing, large language models, multilingual information retrieval or event analytics.
Emerging Trends And Future Directions In Artificial Intelligence Machine Learning And Internet Of Things Innovations
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Author : Khumukcham Robindro Singh
language : en
Publisher: CRC Press
Release Date : 2025-09-29
Emerging Trends And Future Directions In Artificial Intelligence Machine Learning And Internet Of Things Innovations written by Khumukcham Robindro Singh and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-09-29 with Technology & Engineering categories.
The “North East India AI Summit: Unravelling Trends (NEIAIS 2025)” served as a vibrant platform for the exchange of cutting-edge ideas and research in the field of Artificial Intelligence, with a strong emphasis on both foundational theo□ries and real-world applications. The summit brought together experts, researchers, and enthusiasts to explore critical areas including Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, Smart Systems, IoT Security, Network Technology, and Artificial Intelligence in Healthcare and Biomedical Applications. Discussions also delved into emerging trends and computational techniques, highlighting the transformative potential of AI in addressing complex, real-world challenges. The conference received an overwhelming response, attracting more than 120 research paper submissions from various regions of India and abroad. After a rigorous review process, 55 high-quality papers were accepted, out of which over 44 papers were registered for presentation at the summit. By fostering interdisciplinary col□laboration and showcasing impactful innovations, NEIAIS 2025 aims to inspire sustained research, technological growth, and broader societal benefits.
Detecting Fake News On Social Media
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Author : Kai Shu
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2019-07-03
Detecting Fake News On Social Media written by Kai Shu and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-03 with Computers categories.
This book is an accessible introduction to the study of detecting fake news on social media. The concepts, algorithms, and methods described in this book can help harness the power of social media to build effective and intelligent fake news detection systems. In the past decade, social media is becoming increasingly popular for news consumption due to its easy access, fast dissemination, and low cost. However, social media also enables the wide propagation of "fake news," i.e., news with intentionally false information. Fake news on social media can have significant negative societal effects. Therefore, fake news detection on social media has recently become an emerging research that is attracting tremendous attention. From a data mining perspective, this book introduces the basic concepts and characteristics of fake news across disciplines, reviews representative fake news detection methods in a principled way, and illustrates advanced settings of fake news detection on social media. In particular, the authors discuss the value of news content and social context, as well as important extensions to handle early detection, weakly-supervised detection, and explainable detection. This is essential reading for students, researchers, and practitioners to understand, manage, and excel in this area. This book is supported by additional materials, including lecture slides, the complete set of figures, key references, datasets, tools used in this book, and the source code of representative algorithms.
Advances On Intelligent Computing And Data Science
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Author : Faisal Saeed
language : en
Publisher: Springer Nature
Release Date : 2023-08-16
Advances On Intelligent Computing And Data Science written by Faisal Saeed and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-16 with Computers categories.
This book presents the papers included in the proceedings of the 3rd International Conference of Advanced Computing and Informatics (ICACin’22) that was held in Casablanca, Morocco, on October 15–16, 2022. A total of 98 papers were submitted to the conference, but only 60 papers were accepted and published in this book with an acceptance rate of 61%. The book presents several hot research topics which include artificial intelligence and data science, big data analytics, Internet of Things (IoT) and smart cities, information security, cloud computing and networking, and computational informatics.