Data Science Resources

Research and learning resources

• Fake Review Detection on Yelp
• Spotting Fake Reviewer Groups in Consumer Reviews
• Fake Review Detection: Classification and Analysis of Real and Pseudo Reviews
• What Yelp Fake Review Filter Might Be Doing?
• Analyzing and Detecting Opinion Spam on a Large-scale Dataset via Temporal and Spatial Patterns
• Large Scale Authorship Attribution of Online Reviews
• Opinion Spam Detection: Detecting Fake Reviews and Reviewers
• Survey of review spam detection using machine learning techniques
• Detecting Fake Reviews through Sentiment Analysis Using Machine Learning Techniques
• Spotting Fake Reviewer Groups in Consumer Reviews
• A framework for fake review annotation
• Myle Ott's personal site, Facebook AI researcher
  • A similar project he is working on with source
• Shebuti's personal webpage (co-author of an above paper)
• In Search of a Gold Standard in Studies of Deception
• Authentic versus Fictitious Online Reviews: A Textual Analysis across Luxury, Budget and Mid-Range Hotels
• Tackling the Poor Assumptions of Naive Bayes Text Classifiers