Fake news 20190507 1832 1

fake_news/A_Topic-Agnostic_Approach for Identifying Fake_News_Pages_20190502/readme.md

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+# Paper Summary - A Topic-Agnostic Approach for Identifying Fake News Pages
+
+Original Paper: [A Topic-Agnostic Approach for Identifying Fake News Pages](https://arxiv.org/abs/1905.00957)
+
+# Intro 
+
+## Feature Types 
+
+- Morphological Features 
+  - Words Count and repetitive patterns 
+  - No semantic 
+
+
+- Psychological 
+  - Related to emotion and hence ultimately to words semantic 
+  - It requires a dictionary to get the semantic 
+
+
+- Readability 
+  - Depends on the complexity of the language used which defines the target audience 
+  - Based on specific patterns 
+
+
+
+## Textual Fake News Communication Patterns 
+
+From content perspective 
+
+- Focus on the headline which is 
+  - Short 
+  - Easy to read 
+  - Emotional (contains emotional content)
+
+- The body instead is typically 
+  - Less informative or not informative at all 
+  - Repetitive 
+  - Confused 
+  - Could also contradict the headline 
+
+
+From format / Web Page perspective 
+
+- Headline centric messy web page 
+- Full of Ads 
+
+
+
+
+
+

fake_news/readme.md

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+# Overview 
+
+Section related to Fake News Papers 
+
+