Evaluating the effectiveness of publishers’ features in fake news detection on social media

• Published in: Multimedia tools and applications Vol. 82; no. 2; pp. 2913 - 2939
• Main Authors: Jarrahi, Ali, Safari, Leila
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.01.2023; Springer Nature B.V
• Subjects: Accuracy; Algorithms; Artificial neural networks; Authenticity; Computer Communication Networks; Computer Science; Credibility; Data Structures and Information Theory; Dictionaries; Digital media; Internet; Journalism; Multimedia; Multimedia Information Systems; Neural networks; News; Social networks; Special Purpose and Application-Based Systems; Text categorization; Fake news detection; Deep neural network; CreditRank algorithm; Social media; Machine learning; Text classification

With the expansion of the Internet and attractive social media infrastructures, people prefer to follow the news through these media. Despite the many advantages of these media in the news field, the lack of control and verification mechanism has led to the spread of fake news as one of the most cri...