advanced topics - university of torontomashiyat/csc309/lectures/advanced topics.pdfadvanced topics ....

Advanced Topics

Social Spam, Campaigns, Misinformation and Crowdturfing

(Not part of Exam)

Large-Scale Social Systems

Key Organizing Principles

Challenges and Research Approach

Fake Accounts

Comment Spam

Spam Tweets and Twitter Spammers

Spam Videos

Collective Attention Spam

Campaigns

Adversarial Propaganda

Misinformation (Fake)

Crowdturfing (Crowdsourcing + Astroturfing)

Examples of Crowdturfing

Social Spam

How to detect these?

Blacklisting URLs

Blacklist Performance

Comparison to Email Click Through

Social Spam Detection Approaches

Open Research Challenges

Open Research Challenges

Useful Tools

Useful Tools

Web 3.0

Web 1.0

Web 1.0

Web 2.0

Web 2.0

Web 2.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

Web 3.0

References

1. http://www2014.kr/asset/slide/Social+Spam,+Campaigns,+Misinformation+and+Crowdturfing-www2014-tutorial.pdf

4. http://www.slideshare.net/freekbijl/web-30-explained-with-a-stamp?from=ss_embed