NLTK: Sentiment Strength Detection in Bahasa Indonesia: Difference between revisions
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Onnowpurbo (talk | contribs) Created page with " ==Referensi== * https://github.com/masdevid/SentiStrengthID" |
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==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 | |||
Revision as of 03:22, 25 February 2017
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
