/**
* Computes the upper case qoeficient.
*
* @param word {@link String} representing the word
* @return double representing the upper case qoeficient
*/
public static function computeCapsLockQoef($word)
{
if (Eklekt_Emotion_Utility_Heuristics::isCapsLock($word)) {
return 1.5;
} else {
return 1.0;
}
}
/**
* Textual affect sensing behavior, the main NLP alghoritm which uses
* Synesketch Lexicon and several heuristic rules.
*
* @param text
* String representing the text to be analysed
* @return {@link EmotionalState} which represents data recognised from the
* text
* @throws IOException
*/
public function feel($text)
{
$text = str_replace('\\n', ' ', $text);
$affectWords = array();
//$sentences = ParsingUtility.parseSentences(text);
$sentences = preg_split('/[!\\.]+/', $text);
foreach ($sentences as $sentence) {
// we imploy 5 heuristic rules to adjust emotive weights of the
// words:
// (1) negation in a sentence => flip valence of the affect words in
// it
$hasNegation = Eklekt_Emotion_Utility_Heuristics::hasNegation(strtolower($sentence));
// (2) more exclamination signs in a sentence => more intensive
// emotive weights
$exclaminationQoef = Eklekt_Emotion_Utility_Heuristics::computeExclaminationQoef(strtolower($sentence));
$splittedWords = explode(" ", $sentence);
$previousWord = "";
foreach ($splittedWords as $splittedWord) {
$emoWord = $this->lexUtil->getEmoticonAffectWord($splittedWord);
if ($emoWord != null) {
// (3) more emoticons with more 'emotive' signs (e.g. :DDDD)
// => more intensive emotive weights
$emoticonCoef = Eklekt_Emotion_Utility_Heuristics::computeEmoticonCoef($splittedWord, $emoWord);
$emoWord->adjustWeights($exclaminationQoef * $emoticonCoef);
$affectWords[] = $emoWord;
} else {
$words = preg_split('/[^A-Za-z\\-]+/', $splittedWord);
if (empty($words)) {
$words = array($splittedWord);
}
foreach ($words as $word) {
$emoWord = $this->lexUtil->getAffectWord(strtolower($word));
if ($emoWord != null) {
// (4) word is upper case => more intensive emotive
// weights
$capsLockCoef = Eklekt_Emotion_Utility_Heuristics::computeCapsLockQoef($word);
// (5) previous word is a intensity modifier (e.g.
// "extremly") => more intensive emotive weights
$modifierCoef = Eklekt_Emotion_Utility_Heuristics::computeModifier($previousWord);
// change the affect word!
if ($hasNegation) {
$emoWord->flipValence();
}
$emoWord->adjustWeights($exclaminationQoef * $capsLockCoef * $modifierCoef);
$affectWords[] = $emoWord;
}
$previousWord = $word;
}
}
}
}
return $this->createEmotionalState($text, $affectWords);
}
