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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 ... Leer más

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  • Human-Centered Data Science

    An Introduction

    Best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of large datasets.Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the ... Leer más

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  • Big Crisis Data

    Social Media in Disasters and Time-Critical Situations

    Social media is an invaluable source of time-critical information during a crisis. However, emergency response and humanitarian relief organizations that would like to use this information struggle with an avalanche of social media messages that exceeds the human capacity to process. Emergency managers, decision makers, and affected communities can make sense of social media through a combination ... Leer más

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  • Social Network Analytics for Contemporary Business Organizations

    Social technology is quickly becoming a vital tool in our personal, educational, and professional lives. Its use must be further examined in order to determine the role of social media technology in organizational settings to promote business development and growth. Social Network Analytics for Contemporary Business Organizations is a critical scholarly resource that analyzes the application of ... Leer más

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  • Mapping the Public Voice for Development—Natural Language Processing of Social Media Text Data

    A Special Supplement of Key Indicators for Asia and the Pacific 2022

    The publication introduces the foundations of natural language analyses and showcases studies that have applied NLP techniques to make progress on the Sustainable Development Goals. It also reviews specific NLP techniques and concepts, supported by two case studies. The first case study analyzes public sentiments on the coronavirus disease (COVID-19) in the Philippines while the second case study ... Leer más

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  • AI Approaches to the Complexity of Legal Systems XI-XII

    AICOL International Workshops 2018 and 2020: AICOL-XI@JURIX 2018, AICOL-XII@JURIX 2020, XAILA@JURIX 2020, Revised Selected Papers

    Series series Springer Nature Proceedings Computer Science
    This book includes revised selected papers from the International Workshops on AI Approaches to the Complexity of Legal Systems, AICOL-XI@JURIX2018, held in Groningen, The Netherlands, on December 12, 2018; AICOL-XII@JURIX 2020, held in Brno, Czechia, on December 9, 2020; XAILA@JURIX 2020, held in in Brno, Czechia, on December 9, 2020.*The 17 full and 4 short papers included in this volume were ... Leer más

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  • Social Network Mining, Analysis, and Research Trends: Techniques and Applications

    Social network analysis dates back to the early 20th century, with initial studies focusing on small group behavior from a sociological perspective. The emergence of the Internet and subsequent increase in the use of online social networking applications has caused a shift in the approach to this field. Faced with complex, large datasets, researchers need new methods and tools for collecting, ... Leer más

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  • Systems Approaches to Knowledge Management, Transfer, and Resource Development

    Edición de W.B. Lee ...
    The world is moving into a new era of the knowledge economy. In the past decade, the significance of developing knowledge has grown to a level where it is now dominating other socio-economic factors. Systems Approaches to Knowledge Management, Transfer, and Resource Development provides a new view of knowledge management through the lens of systems approach, which looks at each part of the ... Leer más

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  • Detecting Hate Speech in Human and AI-Generated Content: Techniques, Bias Mitigation, and Ethical Considerations

    As digital communication becomes increasingly pervasive, the detection of hate speech in both human and AI-generated content has emerged as a critical concern for online safety. The use of harmful language across social media platforms and content generated by language models poses significant challenges in identifying toxic discourse. Traditional moderation methods often fall short in recognizing ... Leer más

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  • Social Networks Analysis and Mining

    17th International Conference, ASONAM 2025, Niagara Falls, ON, Canada, August 25–28, 2025, Proceedings, Part II

    Series Libro 2 - Springer Nature Proceedings Computer Science
    This LNCS conference 3-volume set constitutes the proceedings of the 17th International Conference on Social Networks Analysis and Mining, ASONAM 2025, in Niagara Falls, ON, Canada, during August 25–28, 2025.The 32 full papers together with 33 short papers included in this volume were carefully reviewed and selected from 134 submissions. The remaining 44 papers included in these proceedings are ... Leer más

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  • Cybercrime in Social Media

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    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 othersDiscusses usefulness of social platforms for societal needsIncludes framework to address the social issues with ... Leer más

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  • Advances in Social Networks Analysis and Mining

    Proceedings of the 17th International Conference on Advances in Social Networks Analysis and Mining - ASONAM 2025

    Series series Springer Nature Proceedings Computer Science
    This book explores the evolution of social network analysis and mining (SNAM), a field that originated in social and business communities but has expanded significantly in recent years. The rise of online social platforms, email logs, phone records, and instant messaging systems has driven the development of advanced techniques for analyzing social networks, drawing heavily on graph theory and ... Leer más

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