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Java port of Python NLTK Vader Sentiment Analyzer. VADER (Valence Aware Dictionary and sEntiment Reasoner)
is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in
social media, and works well on texts from other domains.
The newest version!
/*
* MIT License
*
* Copyright (c) 2018 Animesh Pandey
*
* Permission is hereby granted, free of charge, to any person obtaining a copy
* of this software and associated documentation files (the "Software"), to deal
* in the Software without restriction, including without limitation the rights
* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
* copies of the Software, and to permit persons to whom the Software is
* furnished to do so, subject to the following conditions:
*
* The above copyright notice and this permission notice shall be included in all
* copies or substantial portions of the Software.
*
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
* SOFTWARE.
*/
package com.vader.sentiment.util;
/**
* List of default values of valence modifiers.
* This list has values as well as factors that modify the valence.
*
* @author Animesh Pandey
*/
public enum Valence {
/**
* This denotes the default valence for token that boost.
*/
DEFAULT_BOOSTING(0.293F),
/**
* This denotes the default valence for token that damp.
*/
DEFAULT_DAMPING(-0.293F),
/**
* Boosting factor for strings having a '?'.
*/
ALL_CAPS_FACTOR(0.733F),
/**
* If a negative word is encountered, its valence is reduced by this factor.
*/
NEGATIVE_WORD_DAMPING_FACTOR(-0.74F),
/**
* Boosting factor for strings having a '!'.
*/
EXCLAMATION_BOOSTING(0.292F),
/**
* Boosting factor for strings having a '?'.
*/
QUESTION_MARK_BOOSTING(0.96F),
/**
* Boosting factor for strings having 3 or more '?'s.
*/
QUESTION_MARK_MAX_COUNT_BOOSTING(0.18F),
/**
* If the preceding trigram has a "never" type phrase, increase the negative valence by 25%.
*/
PRECEDING_TRIGRAM_HAVING_NEVER_DAMPING_FACTOR(1.25F),
/**
* If the preceding bigram has a "never" type phrase, increase the negative valence by 50%.
*/
PRECEDING_BIGRAM_HAVING_NEVER_DAMPING_FACTOR(1.5F),
/**
* At distance of 1 from current token, reduce current gram's valence by 5%.
*/
ONE_WORD_DISTANCE_DAMPING_FACTOR(0.95F),
/**
* At distance of 2 from current token, reduce current gram's valence by 10%.
*/
TWO_WORD_DISTANCE_DAMPING_FACTOR(0.9F),
/**
* If the conjunction is after the current token then reduce valence by 50%.
*/
PRE_CONJUNCTION_ADJUSTMENT_FACTOR(0.5F),
/**
* If the conjunction is before the current token then increase valence by 50%.
*/
POST_CONJUNCTION_ADJUSTMENT_FACTOR(1.5F);
/**
* Valence value.
*/
private float value;
/**
* Enum constructor.
*
* @param value valence value
*/
Valence(float value) {
this.value = value;
}
public float getValue() {
return value;
}
}
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