advanced topics - university of torontomashiyat/csc309/lectures/advanced topics.pdfadvanced topics ....
TRANSCRIPT
![Page 1: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/1.jpg)
Advanced Topics
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Social Spam, Campaigns, Misinformation and Crowdturfing
(Not part of Exam)
![Page 3: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/3.jpg)
Large-Scale Social Systems
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Key Organizing Principles
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Challenges and Research Approach
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Fake Accounts
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Comment Spam
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Spam Tweets and Twitter Spammers
![Page 9: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/9.jpg)
Spam Videos
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Collective Attention Spam
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Campaigns
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Adversarial Propaganda
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Misinformation (Fake)
![Page 14: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/14.jpg)
Crowdturfing (Crowdsourcing + Astroturfing)
![Page 15: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/15.jpg)
Examples of Crowdturfing
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Social Spam
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How to detect these?
![Page 18: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/18.jpg)
Blacklisting URLs
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Blacklist Performance
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Comparison to Email Click Through
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Social Spam Detection Approaches
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Open Research Challenges
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Open Research Challenges
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Useful Tools
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Useful Tools
![Page 26: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/26.jpg)
Web 3.0
![Page 27: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/27.jpg)
Web 1.0
![Page 28: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/28.jpg)
Web 1.0
![Page 29: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/29.jpg)
Web 2.0
![Page 30: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/30.jpg)
Web 2.0
![Page 31: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/31.jpg)
Web 2.0
![Page 32: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/32.jpg)
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Web 3.0
![Page 36: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/36.jpg)
Web 3.0
![Page 37: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/37.jpg)
Web 3.0
![Page 38: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/38.jpg)
Web 3.0
![Page 39: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/39.jpg)
Web 3.0
![Page 40: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/40.jpg)
Web 3.0
![Page 41: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/41.jpg)
Web 3.0
![Page 42: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/42.jpg)
Web 3.0
![Page 43: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/43.jpg)
Web 3.0
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Web 3.0
![Page 45: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/45.jpg)
Web 3.0
![Page 46: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/46.jpg)
Web 3.0
![Page 47: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/47.jpg)
Web 3.0
![Page 48: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/48.jpg)
Web 3.0
![Page 49: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/49.jpg)
Web 3.0
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Web 3.0
![Page 51: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/51.jpg)
Web 3.0
![Page 52: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/52.jpg)
Web 3.0
![Page 53: Advanced Topics - University of Torontomashiyat/csc309/Lectures/Advanced Topics.pdfAdvanced Topics . Social Spam ... +Misinformation+and+Crowdturfing- ... Fiverr for editing a document](https://reader031.vdocuments.net/reader031/viewer/2022021514/5b0e65a07f8b9aa31f8c00c6/html5/thumbnails/53.jpg)
Web 3.0
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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