public LexRank_Continuous(LexRank_CosineMatrix CosineMatrixInfo)
{
Data = CosineMatrixInfo;
StochasticMatrix = new double[Data.MatrixSize][];
for (int i = 0; i < Data.MatrixSize; i++)
{
StochasticMatrix[i] = new double[Data.MatrixSize];
}
StiffStochasticMatrix();
LexRankScores = GetLexRankScores();
Normalization();
}
public LexRank_PowerMethod(LexRank_CosineMatrix CosineMatrixInfo, double theThreshold)
{
Data = CosineMatrixInfo;
Threshold = theThreshold;
StochasticMatrix = new double[Data.MatrixSize][];
for (int i = 0; i < Data.MatrixSize; i++)
{
StochasticMatrix[i] = new double[Data.MatrixSize];
}
GetDegreeInfo(Threshold);
StiffStochasticMatrix();
LexRankScores = GetLexRankScores();
Normalization();
}
static void Main(string[] args)
{
LexRank_BagOfWord BagOfWord = new LexRank_BagOfWord(@"C:\Users\Lian\Desktop\results\N07\");
//BagOfWord.ShowSentenceInfo();
LexRank_CosineMatrix CosineMatrix = new LexRank_CosineMatrix(BagOfWord);
//CosineMatrix.PrintCosineMatrix();
LexRank_PowerMethod PowerMethod = new LexRank_PowerMethod(CosineMatrix, 0.1);
//PowerMethod.ShowDegreeInfo();
//LexRank_Continuous Continuous = new LexRank_Continuous(CosineMatrix);
//Continuous.ShowLexRankScores();
LexRank_TopicSentences TopicSentences = new LexRank_TopicSentences(BagOfWord.ListofSentences, PowerMethod.LexRankScores);
//TopicSentences.ShowSentencesAndScores();
LexRank_PickTopicSentences PickTopicSentences = new LexRank_PickTopicSentences(BagOfWord.ListofSentences, CosineMatrix.CosineMatrix, TopicSentences.SortedSentences);
//PickTopicSentences.ShowTopicThreePosition();
//PickTopicSentences.ShowSentencesOrder();
PickTopicSentences.PrintThreeSentences();
}
