Re:Ask HN: Sentiment Analysis – how to handle biased word li...
by PaulHoule on Saturday February 21, 2015 @09:36AM
(#9085607)
It is worse than than because of:
(i) negators aren't always next to the word they negate, to get good accuracy you need more of a parse
(ii) sentiment is highly dependent on the domain. For instance, if one was looking at people's opinions on stocks, "Buy" and "Sell" are considered sentiment but these are emotionally neutral words in general.
(iii) Also there is sarcasm, which sometimes people can't figure out right.
(i) negators aren't always next to the word they negate, to get good accuracy you need more of a parse (ii) sentiment is highly dependent on the domain. For instance, if one was looking at people's opinions on stocks, "Buy" and "Sell" are considered sentiment but these are emotionally neutral words in general. (iii) Also there is sarcasm, which sometimes people can't figure out right.