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project_notes.txt
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project_notes.txt
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Training Data:
Conservative and Democratic
What do we train on ? News vs. Opinion
News. Opinions should be trivial
Bias Rating Site to attach rating to sites
http://www.allsides.com/about-bias
http://www.businessinsider.com/what-your-preferred-news-outlet-says-about-your-political-ideology-2014-10
on the basis of viewership allignment
Sites
Top 100 conservative sites
http://rightwingnews.com/john-hawkins/the-100-most-popular-conservative-websites-of-2015/
Data Minipulation:
Throw words into bins, manipulate each sentence into certain features
Wordnet:
https://wordnet.princeton.edu/
Features:
POS - vectorized by most common words
Machine Learning:
Use linear regression to provide real valued score for an input
TO DO:
Eliminate noise data (clean up articles)
Add POS bigram pattern feature
Fix up Front End
Deploy as WebApp
Deploy as Chrome Extension
Attempt word binning