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Data Science for Fake News: Surveys and Perspectives, P Deepak, Chakraborty Tanmoy, Long Cheng


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Автор: P Deepak, Chakraborty Tanmoy, Long Cheng
Название:  Data Science for Fake News: Surveys and Perspectives
ISBN: 9783030626983
Издательство: Springer
Классификация:



ISBN-10: 3030626989
Обложка/Формат: Paperback
Страницы: 318
Вес: 0.44 кг.
Дата издания: 30.04.2022
Серия: The information retrieval series
Язык: English
Издание: 1st ed. 2021
Иллюстрации: 17 illustrations, color; 53 illustrations, black and white; xiv, 302 p. 70 illus., 17 illus. in color.; 17 illustrations, color; 53 illustrations, bla
Размер: 234 x 156 x 17
Читательская аудитория: Professional & vocational
Подзаголовок: Surveys and perspectives
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This book provides an overview of fake news detection, both through a variety of tutorial-style survey articles that capture advancements in the field from various facets and in a somewhat unique direction through expert perspectives from various disciplines. The approach is based on the idea that advancing the frontier on data science approaches for fake news is an interdisciplinary effort, and that perspectives from domain experts are crucial to shape the next generation of methods and tools. The fake news challenge cuts across a number of data science subfields such as graph analytics, mining of spatio-temporal data, information retrieval, natural language processing, computer vision and image processing, to name a few. This book will present a number of tutorial-style surveys that summarize a range of recent work in the field. In a unique feature, this book includes perspective notes from experts in disciplines such as linguistics, anthropology, medicine and politics that will help to shape the next generation of data science research in fake news. The main target groups of this book are academic and industrial researchers working in the area of data science, and with interests in devising and applying data science technologies for fake news detection. For young researchers such as PhD students, a review of data science work on fake news is provided, equipping them with enough know-how to start engaging in research within the area. For experienced researchers, the detailed descriptions of approaches will enable them to take seasoned choices in identifying promising directions for future research.
Дополнительное описание: A Multifaceted Approach to Fake News.- Part I: Survey.- On Unsupervised Methods for Fake News Detection.- Multi-modal Fake News Detection.- Deep Learning for Fake News Detection.- Dynamics of Fake News Diffusion.- Neural Language Models for (Fake?) News G



Data Science for Fake News: Surveys and Perspectives

Автор: P Deepak, Chakraborty Tanmoy, Long Cheng
Название: Data Science for Fake News: Surveys and Perspectives
ISBN: 3030626954 ISBN-13(EAN): 9783030626952
Издательство: Springer
Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: A Multifaceted Approach to Fake News.- Part I: Survey.- On Unsupervised Methods for Fake News Detection.- Multi-modal Fake News Detection.- Deep Learning for Fake News Detection.- Dynamics of Fake News Diffusion.- Neural Language Models for (Fake?) News Generation.- Fact Checking on Knowledge Graphs.- Graph Mining Meets Fake News Detection.- Part II: Perspectives.- Fake News in Health and Medicine.- Ethical Considerations in Data-Driven Fake News Detection.- A Political Science Perspective on Fake News.- A Political Science Perspective on Fake News.- Fake News and Social Processes: A Short Review.- Misinformation and the Indian Election: Case Study.- STS, Data Science, and Fake News: Questions and Challenges.- Linguistic Approaches to Fake News Detection.

Perspectives on Data Science for Software Engineering

Автор: Tim Menzies
Название: Perspectives on Data Science for Software Engineering
ISBN: 0128042060 ISBN-13(EAN): 9780128042069
Издательство: Elsevier Science
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Цена: 8588.00 р.
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Описание: "

Perspectives on Data Science for Software Engineering" presents the best practices of seasoned data miners in software engineering. The idea for this book was created during the 2014 conference at Dagstuhl, an invitation-only gathering of leading computer scientists who meet to identify and discuss cutting-edge informatics topics. At the 2014 conference, the concept of how to transfer the knowledge of experts from seasoned software engineers and data scientists to newcomers in the field highlighted many discussions.

While there are many books covering data mining and software engineering basics, they present only the fundamentals and lack the perspective that comes from real-world experience. This book offers unique insights into the wisdom of the community s leaders gathered to share hard-won lessons from the trenches. Ideas are presented in digestible chapters designed to be applicable across many domains.

Topics included cover data collection, data sharing, data mining, and how to utilize these techniques in successful software projects. Newcomers to software engineering data science will learn the tips and tricks of the trade, while more experienced data scientists will benefit from war stories that show what traps to avoid.
Presents the wisdom of community experts, derived from a summit on software analyticsProvides contributed chapters that share discrete ideas and technique from the trenchesCovers top areas of concern, including mining security and social data, data visualization, and cloud-based dataPresented in digestible chapters designed to be applicable across many domains"

International news flow online

Автор: Segev, Elad
Название: International news flow online
ISBN: 143312985X ISBN-13(EAN): 9781433129858
Издательство: Peter Lang
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Цена: 24238.00 р.
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Описание: Why are some countries more newsworthy than others? What are the similarities and differences in the scope of international news presented in different languages and cultures? How does international news affect our perception of the world? In this book, Elad Segev explores international news flow on the internet by addressing these key questions.
Segev provides a comparative analysis of the international scope of online newspapers, news portals, and news aggregators in different languages and cultures, using innovative web mining techniques and network analysis. This book explores the theory of news flow around the world, and analyses many of its dimensions such as the global standing of the United States, the Middle Eastern conflicts as seen around the world, and, the effect of financial news. In doing so, the book unveils new patterns, meanings and implications of international news on our perception of the world.
Following these insights, the author discusses the opportunities and challenges of studying international news flow online in the future, and how this field of research can be further developed theoretically and empirically.

International news flow online

Автор: Segev, Elad
Название: International news flow online
ISBN: 1433129841 ISBN-13(EAN): 9781433129841
Издательство: Peter Lang
Рейтинг:
Цена: 6713.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Why are some countries more newsworthy than others? What are the similarities and differences in the scope of international news presented in different languages and cultures? How does international news affect our perception of the world? In this book, Elad Segev explores international news flow on the internet by addressing these key questions.
Segev provides a comparative analysis of the international scope of online newspapers, news portals, and news aggregators in different languages and cultures, using innovative web mining techniques and network analysis. This book explores the theory of news flow around the world, and analyses many of its dimensions such as the global standing of the United States, the Middle Eastern conflicts as seen around the world, and, the effect of financial news. In doing so, the book unveils new patterns, meanings and implications of international news on our perception of the world.
Following these insights, the author discusses the opportunities and challenges of studying international news flow online in the future, and how this field of research can be further developed theoretically and empirically.

Doing news framing analysis ii

Название: Doing news framing analysis ii
ISBN: 1138188557 ISBN-13(EAN): 9781138188556
Издательство: Taylor&Francis
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Цена: 7654.00 р.
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Описание:

This volume presents original, 'big picture' perspectives on news framing. Each chapter in this volume will feature an individual or team of framing analysts who take a reflective look at their own empirical work. The editors' goals are to identify the influences that determine the use of different theoretical and methodological approaches, and to provide interpretive guides to news framing scholars regarding what news frames are, how they can be observed in news texts, and how framing effects are uncovered and substantiated in cultural, group, and individual sites.

Doing News Framing Analysis II will continue the work of its predecessor by giving talented framing scholars the space to write about their work and bring readers closer to the framing research project.

Chapter 9 of this book is freely available as a downloadable Open Access PDF under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license available at http: //www.taylorfrancis.com.

Doing News Framing Analysis II

Название: Doing News Framing Analysis II
ISBN: 1138188549 ISBN-13(EAN): 9781138188549
Издательство: Taylor&Francis
Рейтинг:
Цена: 24499.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

This volume presents original, 'big picture' perspectives on news framing. Each chapter in this volume will feature an individual or team of framing analysts who take a reflective look at their own empirical work. The editors' goals are to identify the influences that determine the use of different theoretical and methodological approaches, and to provide interpretive guides to news framing scholars regarding what news frames are, how they can be observed in news texts, and how framing effects are uncovered and substantiated in cultural, group, and individual sites.

Doing News Framing Analysis II will continue the work of its predecessor by giving talented framing scholars the space to write about their work and bring readers closer to the framing research project.

Chapter 9 of this book is freely available as a downloadable Open Access PDF under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license available at http: //www.taylorfrancis.com.

Media and governance

Название: Media and governance
ISBN: 1447341430 ISBN-13(EAN): 9781447341437
Издательство: Marston Book Services
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Цена: 15838.00 р.
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Описание: First published as a special issue of Policy & Politics, this book considers the impact of media-related factors on governance, policy, public accountability and the attribution of blame for failures.

Contemporary Perspectives in Data Mining, Volume 3

Автор: Kenneth D. Lawrence, Ronald K. Klimberg
Название: Contemporary Perspectives in Data Mining, Volume 3
ISBN: 1641130547 ISBN-13(EAN): 9781641130547
Издательство: Mare Nostrum (Eurospan)
Цена: 7623.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The series, Contemporary Perspectives on Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner.Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted from this data by examining the patterns of the data, whether they be associations of groups or things, predictions, sequential relationships between time order events or natural groups. Data mining applications are in finance (banking, brokerage, and insurance), marketing (customer relationships, retailing, logistics, and travel), as well as in manufacturing, health care, fraud detection, homeland security, and law enforcement.

Contemporary Perspectives in Data Mining, Volume 3

Автор: Kenneth D. Lawrence, Ronald K. Klimberg
Название: Contemporary Perspectives in Data Mining, Volume 3
ISBN: 1641130555 ISBN-13(EAN): 9781641130554
Издательство: Mare Nostrum (Eurospan)
Цена: 14137.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The series, Contemporary Perspectives on Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner.Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted from this data by examining the patterns of the data, whether they be associations of groups or things, predictions, sequential relationships between time order events or natural groups. Data mining applications are in finance (banking, brokerage, and insurance), marketing (customer relationships, retailing, logistics, and travel), as well as in manufacturing, health care, fraud detection, homeland security, and law enforcement.

Contemporary Perspectives in Data Mining

Автор: Kenneth D. Lawrence, Ronald K. Klimberg
Название: Contemporary Perspectives in Data Mining
ISBN: 1681230879 ISBN-13(EAN): 9781681230870
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 7623.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The series, Contemporary Perspectives on Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner. Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques.

Contemporary Perspectives in Data Mining

Автор: Kenneth D. Lawrence, Ronald K. Klimberg
Название: Contemporary Perspectives in Data Mining
ISBN: 1681230887 ISBN-13(EAN): 9781681230887
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 14137.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The series, Contemporary Perspectives on Data Mining, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner. Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques.

Contemporary Perspectives in Data Mining: Volume 1

Автор: Kenneth D. Lawrence, Ronald K. Klimberg
Название: Contemporary Perspectives in Data Mining: Volume 1
ISBN: 1623960568 ISBN-13(EAN): 9781623960568
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 14137.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: The series, <em>Contemporary Perspectives in Data Mining</em>, is composed of blind refereed scholarly research methods and applications of data mining. This series will be targeted both at the academic community, as well as the business practitioner.<br><br>Data mining seeks to discover knowledge from vast amounts of data with the use of statistical and mathematical techniques. The knowledge is extracted from this data by examining the patterns of the data, whether they be associations of groups or things, predictions, sequential relationships between time order events or natural groups.<br><br>Data mining applications are seen in finance (banking, brokerage, insurance), marketing (customer relationships, retailing, logistics, travel), as well as in manufacturing, health care, fraud detection, home-land security, and law enforcement.


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