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CS 315 Web Search and Mining

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CS 315 Web Search and Mining

In the past decade, we have encountered the surge of socio-technical networks used by millions of people, including Google, Facebook, Twitter, Wikipedia, etc. Such systems include the computational systems, on the one hand, utilizing the complicated infrastructure and algorithms to regulate an enormous quantity of data and text, but on the other hand, comprises of social systems as they cannot prevail without human participation. 

The questions raised include:

1. How are such systems built?

2. What algorithms underlie their foundations?

3. How does human behaviour influence their operation and vice-versa?

So the CS 315 Web Search and Mining module will help the students to get the answers to the mentioned questions by:

  • By reading current research papers on the inner-workings of such a system
  • By executing algorithms that achieve tasks such as web crawling, web search, random walks, learning to rank, text classification, topic modelling
  • By critically speculating about the unexamined embrace of the techno-solution is utilizing a humanistic lens.

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