public static WordSimilarity GetInstance()
{
if (_wordSimilarity == null)
{
_wordSimilarity = new WordSimilarity();
}
return(_wordSimilarity);
}
/// <summary>
/// 词性逻辑相似度
/// </summary>
/// <param name="speech1"></param>
/// <param name="speech2"></param>
/// <returns></returns>
private double SpeechSimilarity(Tuple <string[], string[]> tuple1, Tuple <string[], string[]> tuple2)
{
WordSimilarity similarity = WordSimilarity.GetInstance();
Hashtable table1 = GetSemanticFlags(tuple1.Item2, tuple1.Item1);
Hashtable table2 = GetSemanticFlags(tuple2.Item2, tuple2.Item1);
//相似度计算
double similarValue = 0;
double totalValue = 0;
foreach (DictionaryEntry entry1 in table1)
{
if (_semanticAttributes.ContainsKey(entry1.Key))
{
double flagRank = (double)_semanticAttributes[entry1.Key];
totalValue += flagRank;
if (table2.ContainsKey(entry1.Key))
{
similarValue +=
similarity.SimList((List <string>)entry1.Value, (List <string>)table2[entry1.Key]) *
flagRank;
table2.Remove(entry1.Key);
}
}
}
foreach (DictionaryEntry dictionaryEntry in table2)
{
if (_semanticAttributes.ContainsKey(dictionaryEntry.Key))
{
totalValue += (double)_semanticAttributes[dictionaryEntry.Key];
}
}
if (totalValue > 0)
{
return(similarValue / totalValue);
}
return(0);
}
public static WordSimilarity GetInstance()
{
if (_wordSimilarity == null)
{
_wordSimilarity = new WordSimilarity();
}
return _wordSimilarity;
}
