Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Dive into Misinformation Detection

Dive into Misinformation Detection

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031548338
Condition
New
Product Description

This book delivers a brief introduction to misinformation, and various novel approaches for solving misinformation detection problems. It considers all kinds of false information as fake news or misinformation and uses the terms fake news and misinformation interchangeably, in text, images, audio and video. The primary purpose is to provide a foundation for the problems of misinformation or false content detection including various challenges and approaches to solve them. The book starts with an overall description of misinformation. It briefly introduces the history, various issues or challenges, reasons for creating and spreading misinformation, and its impact on individuals and society. The second chapter discusses prior works on misinformation detection and explores various datasets, recent advancements, and state-of-the-art mechanisms. Chapter three demonstrates that the presence of surprising content in a story draws instant attention and appeals to strong emotional stimuli, and subsequently explores the application of novelty and emotion in the misinformation detection domain. Next, chapter four first introduces multitasking and discusses its advantages, before developing a framework for joint learning of interrelated tasks such as emotion recognition, novelty detection, and misinformation detection. The fifth chapter explores various datasets and mechanisms leveraging multimodal information, and eventually explains the fusion mechanisms of text and image modalities to obtain an efficient multimodal feature that ultimately helps to classify multimedia fake news. Chapter six discusses how novelty and emotion can be helpful in multimodal misinformation detection. It shows that detecting misleading information is difficult without earlier knowledge about that particular news and explores the possible solutions to tackle this problem. Eventually, chapter seven introduces the concept of multilingualism and implements an effective neural model to detectfabricated multilingual information, which overcomes the research and development gap in misinformation detection for regional languages. The final chapter eight briefly summarizes the presented results. This book is mainly written for researchers and graduate students specializing in fake news search and detection, as well as for industry professionals who need to explore various dimensions of misinformation detection regardless of their past knowledge and experience.

Available Colors
Available Sizes
1 Offer Price Range: $89.00 - $89.00
BEST PRICE

Single Product Purchase

$89.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$89.00 $89.00

$89.00
See Site In stock Visit Store

Similar Products

The Ethics of Detachment in Santayana's Philosophy

$54.99

Republics at War, 1776-1840

$84.99

Conceptual Modelling of Multi-Agent Systems

$84.99

Neuro-Ophthalmology and Neuro-Otology

$64.99

The Nile, Biology of an Ancient River

$84.99

Deutschland und das Weltflchtlingsproblem

$59.99

Global Economics and Management: Transition to Economy 4.0

$169.99

Fluorescent Organic Nanoparticles

$39.99

Modernization Science

$219.99

John Grote

$54.99

Brseneinfhrungen von Aktien am deutschen Kapitalmarkt

$44.99

BCG-Therapie des oberflchlichen Harnblasenkarzinoms

$59.99

Thinking in LINQ

$64.99

Biscuit's Pet & Play Easter: A Touch & Feel Book by Alyssa Satin Capucilli

$10.99

The Eukaryotic Ribosome

$109.99

The WTO Primer

$54.99

Dynamic Modeling, Empirical Macroeconomics, and Finance

$109.99

Zahlenreich

$29.99

The Dynamics of Biological Systems

$139.99

Practical SGML

$54.99

bungen zur Internen Unternehmensrechnung

$29.99

Machine Learning and Data Mining in Pattern Recognition

$84.99

South Africa's Destabilisation of Zimbabwe, 1980-89

$84.99

Re-engineering for Sustainable Industrial Production

$169.00

Statistisches Matching mit Fuzzy Logic

$69.99

Nexus Network Journal 11,2

$39.99

Social and Emotional Learning and Complex Skills Assessment

$109.00

Biology and Management of Lung Cancer

$219.99

Organizational Behaviour and Performance

$39.99

Reconfigurable Computing: Architectures, Tools and Applications

$39.99

Flame Game Development

$54.99

Coleoptera, Cicindelidae und Carabidae-Carabinae

$54.99

Numerical Simulation of Compressible Euler Flows

$109.99

National Police Gazette and the Making of the Modern American Man, 1879-1906

$54.99

A Search for Exotic Higgs Decays

$199.99

The Mother of the Bride Guide - A Modern Mom's Guide to Wedding Planning by Katie Martin

$15.99

Multi-Agent Systems

$54.99

Die Gesellschaft braucht die Alten

$59.99

Marketization

$109.99

The Gothic Child

$39.99