Fake News Detection Techniques on Social Media: A Survey

Table 1

The existing survey on fake news detection techniques.

Authors/reference	Title	Categories/areas
[7]	“A hybrid model for fake news detection: leveraging news content and user comments in fake news”	Visual
[10]	“Sentiment analysis for fake news detection”	Linguistic
[26]	“Detecting fake news using machine learning: a systematic literature review”	Temporal
[20]	“Can machines learn to detect fake news? A survey focused on social media”	Social level
[13]	“Fake news detection in low-resourced languages “Kurdish language” using machine learning algorithms”	User-level
[3]	“Mapping the scholarship of fake news research: a systematic review”	Content-level
[33]	“Fake news detection tools and methods—a review”	Social level
[34]	“Approaches to identify fake news: a systematic literature review”	Social level
[35]	“Fake news detection in social media: a systematic review”	Content-level
[36]	“Fake news detection: a survey of evaluation datasets”	Content-level
[25]	“Fake news detection on social media: a systematic survey”	Temporal