1 / 6

Five months with the Devils

Five months with the Devils. Identifying Content Polluters in Social Streams. Radu Popescu. Why did I choose this project?. The Intelligent Web course was my favourite course in both content and assignment tasks

nico
Télécharger la présentation

Five months with the Devils

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Five months with the Devils IdentifyingContent Polluters in Social Streams Radu Popescu

  2. Why did I choose this project? • The Intelligent Web course was my favourite course in both content and assignment tasks • I am really excited about Social Networks and would like to help improve their use • I have strong coding skills especially in the Web Technologies languages

  3. Background literature • Kyumin Lee, Brian David Eoff, James Caverlee. 2011 Seven Months with the Devils: A Long-Term Study of Content Polluters on Twitter • Benevenuto, F.; Magno, G.; Rodrigues, T.; and Almeida, V. 2010. Detecting spammers on Twitter. • Lee, K.; Caverlee, J.; and Webb, S. 2010. Uncovering Social Spammers: Social Honeypots + Machine Learning

  4. The research question • How would you go about identifying social media content that is harmful to the pervasiveness of important topics? • How could you prevent identified problem users from further polluting the social streams? • How can it be implemented in an ethical way and adaptable to various type of polluters (i.e. trolls, spammers)

  5. How would you solve it • Identify Content polluters in Social Streams, mainly Twitter • Use techniques such as setting up honey pots or analysing user behaviour. • Create a database of identified potential polluters profiles • Follow them for a period of time observing their behaviour and collecting further information • Attempt to discourage polluting behaviour

  6. Your ideal team • Interest in Web Technologies and eager user of Social Networks • Good Writing skills • Good Coding skills

More Related