Disinformation, Misinformation, and Fake News in Social Media

Emerging Research Challenges and Opportunities

Kai Shu, Suhang Wang, Dongwon Lee, Huan Liu (Herausgeber)

Buch | Softcover

VIII, 288 Seiten

2021 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-42701-6 (ISBN)

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This book serves as a convenient entry point for researchers, practitioners, and students to understand the problems and challenges, learn state-of-the-art solutions for their specific needs, and quickly identify new research problems in their domains. The contributors to this volume describe the recent advancements in three related parts: (1) user engagements in the dissemination of information disorder; (2) techniques on detecting and mitigating disinformation; and (3) trending issues such as ethics, blockchain, clickbaits, etc. This edited volume will appeal to students, researchers, and professionals working on disinformation, misinformation and fake news in social media from a unique lens.

A Social Network Analysis and Cyber Forensics Informed Exploration of Disinformation Campaigns.- Mitigating Fake News through Fact-checking URL recommendation.- Detecting Fake News with Semi-supervised Tensor Decomposition.- Learning Hierarchical Discourse-level Structure for Fake News Detection.- Mining Styles and Emotions for Fake News Detection.- Fake News Detection with Deep Diffusive Network Model.- Fake News Detection: An Interdisciplinary Research.- Jointly Identifying Framing Bias and Detecting Fake News on Social Media.

Erscheinungsdatum	21.06.2021
Reihe/Serie	Lecture Notes in Social Networks
Zusatzinfo	VIII, 288 p. 84 illus., 73 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	451 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Schlagworte	community detection • Computational Social Sciences • data mining and knowledge discovery • Fake News • misinformation and disinformation • network propaganda • social cyber security • social media mining
ISBN-10	3-030-42701-3 / 3030427013
ISBN-13	978-3-030-42701-6 / 9783030427016
Zustand	Neuware