NLTK: Sentiment Strength Detection in Bahasa Indonesia
Revision as of 10:22, 25 February 2017 by Onnowpurbo (talk | contribs)
SentiStrengthID
Sentiment Strength Detection in Bahasa Indonesia. This is unsupervised version of SentiStrength (http://sentistrength.wlv.ac.uk/) in Bahasa Indonesia. Core Feature:
- Sentiment Lookup
- Negation Word Lookup
- Booster Word Lookup
- Emoticon Lookup
- Idiom Lookup
- Question Word Lookup
- Slang Word Lookup
- Spelling Correction (optional) using Pater Norvig (http://norvig.com/spell-correct.html)
- Negative emotion ignored in question
- Exclamation marks count as +2
- Repeated Punctuation boosts sentiment
Ignored Rule:
repeated letters more than 2 boosts sentiment score. This rule do not applied due to my own pre-processing rule which removing word's extra character score +2, -2 in word "miss". Do not apply in Bahasa Indonesia.
Warning!
This is work in progress. Experimental for my Master Thesis