public void Process()
{
foreach (TFIDF_Document art in documentList.Values)
{
Tokeniser tokeniser = new Tokeniser();
Token[] tokens = tokeniser.Partition(art.Content);
Punctuation_Remover pRemover = new Punctuation_Remover();
tokens = pRemover.MarkPunc(tokens);
tokens = Stemmer.Stem(tokens);
Stopword_Remover swRemover = new Stopword_Remover();
tokens = swRemover.RemoveStopwords(tokens);
Number_Remover nRemover = new Number_Remover();
tokens = nRemover.RemoveNumber(tokens);
foreach (Token t in tokens)
{
if (t.WordType == Token.WORDTYPE.DEFAULT)
{
t.WordType = Token.WORDTYPE.REGULAR;
}
}
art.SetToken(tokens);
art.CalTF();
}
CalIDF();
foreach (TFIDF_Document art in documentList.Values)
{
art.CalTFIDF(inverseDocumentFrequency);
}
graph.InitializeGraph(documentList.Values.ToArray());
}
public void Process()
{
foreach (TFIDF_Document art in documentList.Values)
{
Tokeniser tokeniser = new Tokeniser();
Token[] tokens = tokeniser.Partition(art.Content);
Punctuation_Remover pRemover = new Punctuation_Remover();
tokens = pRemover.MarkPunc(tokens);
tokens = Stemmer.Stem(tokens);
Stopword_Remover swRemover = new Stopword_Remover();
tokens = swRemover.RemoveStopwords(tokens);
Number_Remover nRemover = new Number_Remover();
tokens = nRemover.RemoveNumber(tokens);
foreach (Token t in tokens)
{
if (t.WordType == Token.WORDTYPE.DEFAULT)
{
t.WordType = Token.WORDTYPE.REGULAR;
}
}
art.SetToken(tokens);
art.CalTF();
}
CalIDF();
foreach (TFIDF_Document art in documentList.Values)
{
art.CalTFIDF(inverseDocumentFrequency);
}
graph.InitializeGraph(documentList.Values.ToArray());
}