Получение неправильной оценки с использованием SentiWordNet

Question

Я делаю анализ настроений с использованием SentiWordNet, и я сослался на сообщение здесь How to use SentiWordNet. Тем не менее, я получаю оценку 0.0, несмотря на то, что тестировал различные материалы. Что-то я здесь делаю неправильно? Благодаря!

import java.io.BufferedReader; 
    import java.io.File; 
    import java.io.FileReader; 
    import java.util.HashMap; 
    import java.util.Iterator; 
    import java.util.Set; 
    import java.util.Vector; 

    public class SWN3 { 
     private String pathToSWN = "C:\\Users\\Malcolm\\Desktop\\SentiWordNet_3.0.0\\home\\swn\\www\\admin\\dump\\SentiWordNet_3.0.0.txt"; 
     private HashMap<String, Double> _dict; 

     public SWN3(){ 

      _dict = new HashMap<String, Double>(); 
      HashMap<String, Vector<Double>> _temp = new HashMap<String, Vector<Double>>(); 
      try{ 
       BufferedReader csv = new BufferedReader(new FileReader(pathToSWN)); 
       String line = "";   
       while((line = csv.readLine()) != null) 
       { 
        String[] data = line.split("\t"); 
        Double score = Double.parseDouble(data[2])-Double.parseDouble(data[3]); 
        String[] words = data[4].split(" "); 
        for(String w:words) 
        { 
         String[] w_n = w.split("#"); 
         w_n[0] += "#"+data[0]; 
         int index = Integer.parseInt(w_n[1])-1; 
         if(_temp.containsKey(w_n[0])) 
         { 
          Vector<Double> v = _temp.get(w_n[0]); 
          if(index>v.size()) 
           for(int i = v.size();i<index; i++) 
            v.add(0.0); 
          v.add(index, score); 
          _temp.put(w_n[0], v); 
         } 
         else 
         { 
          Vector<Double> v = new Vector<Double>(); 
          for(int i = 0;i<index; i++) 
           v.add(0.0); 
          v.add(index, score); 
          _temp.put(w_n[0], v); 
         } 
        } 
       } 
       Set<String> temp = _temp.keySet(); 
       for (Iterator<String> iterator = temp.iterator(); iterator.hasNext();) { 
        String word = (String) iterator.next(); 
        Vector<Double> v = _temp.get(word); 
        double score = 0.0; 
        double sum = 0.0; 
        for(int i = 0; i < v.size(); i++) 
         score += ((double)1/(double)(i+1))*v.get(i); 
        for(int i = 1; i<=v.size(); i++) 
         sum += (double)1/(double)i; 
        score /= sum; 
        String sent = "";    
        if(score>=0.75) 
         sent = "strong_positive"; 
        else 
        if(score > 0.25 && score<=0.5) 
         sent = "positive"; 
        else 
        if(score > 0 && score>=0.25) 
         sent = "weak_positive"; 
        else 
        if(score < 0 && score>=-0.25) 
         sent = "weak_negative"; 
        else 
        if(score < -0.25 && score>=-0.5) 
         sent = "negative"; 
        else 
        if(score<=-0.75) 
         sent = "strong_negative"; 
        _dict.put(word, score); 
       } 
      } 
      catch(Exception e){e.printStackTrace();}   
     } 

public Double extract(String word) 
{ 
    Double total = new Double(0); 
    if(_dict.get(word+"#n") != null) 
     total = _dict.get(word+"#n") + total; 
    if(_dict.get(word+"#a") != null) 
     total = _dict.get(word+"#a") + total; 
    if(_dict.get(word+"#r") != null) 
     total = _dict.get(word+"#r") + total; 
    if(_dict.get(word+"#v") != null) 
     total = _dict.get(word+"#v") + total; 
    return total; 
} 

public static void main(String[] args) { 
    SWN3 test = new SWN3(); 
    String sentence="Hello have a Super awesome great day"; 
    String[] words = sentence.split("\\s+"); 
    double totalScore = 0; 
    for(String word : words) { 
     word = word.replaceAll("([^a-zA-Z\\s])", ""); 
     if (test.extract(word) == null) 
      continue; 
     totalScore += test.extract(word); 
    } 
    System.out.println(totalScore); 
} 

} 

Вот первые 10 строк SentiWordNet.txt

a 00001740 0.125 0 able#1 (usually followed by `to') having the necessary means or skill or know-how or authority to do something; "able to swim"; "she was able to program her computer"; "we were at last able to buy a car"; "able to get a grant for the project" 
a 00002098 0 0.75 unable#1 (usually followed by `to') not having the necessary means or skill or know-how; "unable to get to town without a car"; "unable to obtain funds" 
a 00002312 0 0 dorsal#2 abaxial#1 facing away from the axis of an organ or organism; "the abaxial surface of a leaf is the underside or side facing away from the stem" 
a 00002527 0 0 ventral#2 adaxial#1 nearest to or facing toward the axis of an organ or organism; "the upper side of a leaf is known as the adaxial surface" 
a 00002730 0 0 acroscopic#1 facing or on the side toward the apex 
a 00002843 0 0 basiscopic#1 facing or on the side toward the base 
a 00002956 0 0 abducting#1 abducent#1 especially of muscles; drawing away from the midline of the body or from an adjacent part 
a 00003131 0 0 adductive#1 adducting#1 adducent#1 especially of muscles; bringing together or drawing toward the midline of the body or toward an adjacent part 
a 00003356 0 0 nascent#1 being born or beginning; "the nascent chicks"; "a nascent insurgency" 
a 00003553 0 0 emerging#2 emergent#2 coming into existence; "an emergent republic" 

Answer 1

Обычно файл SentiWord.txt поставляется с фантастическим форматом.

Вы должны удалить первую часть (которая включает в себя комментарии и инструкции), а последние две строки:

# 
EMPTY LINE 

Анализатор не знает, как справиться с этими ситуациями, если вы удалите эти дополнительные две линии у вас все будет хорошо.