Auto Categorization of Twitter Friends

This is kind of list creator which works automatically based on your friends tweets. Text Analysis and Information Extraction

Transcript

1. Vamshi Krishna Reddy. V IIIT, Bangalore Avinash Reddy Palleti IIIT, Bangalore Ramya Krishna Y IIIT, Bangalore
2.  In Twitter, you might be following several people whom you want to categorize them according to their nature of tweets.  Twitter “Lists” feature is a way to organize the people you’re following on Twitter.  Example Lists can be: Art, Technology, Politics etc.,  Terminology:  FRIENDS: People whom you follow on Twitter
3.  Normally, we may want our friends to be organized automatically.  PROBLEM STATEMENT  The Auto list generator should be able to check the tweets of your friends and should categorize them by identifying the genre they belong to.
8. Consider 4 words among the extracted Entities, say W, X, Y, Z. and each occurred 10,3,1,2 times respectively. Now we’ll calculate each category’s score as follows. S(Technology)= 10*Wtech + 3*Xtech + 1*Ytech + 2*Ztech Where Xtech is the conditional probability of entity X to be present given the term ‘Technology’ is present. Similarly S(News), S(Music), S(Science) etc., are calculated. This calculation of S() is by considering all the words extracted from all the tweets of a given twitter user. Among all of categories which has got highest score will be the list into which the user belongs to.
9. Technology Sports Travel