public override void Compute()
{
TermDocumentMatrix sourceArtifacts = SmoothingFilter.Compute(new TermDocumentMatrix((TLArtifactsCollection)Workspace.Load("SourceArtifacts")));
TermDocumentMatrix targetArtifacts = SmoothingFilter.Compute(new TermDocumentMatrix((TLArtifactsCollection)Workspace.Load("TargetArtifacts")));
TLSimilarityMatrix sims = VSM.Compute(sourceArtifacts, targetArtifacts);
Workspace.Store("Similarities", sims);
}
public override void Compute()
{
TLArtifactsCollection sourceArtifacts = (TLArtifactsCollection)Workspace.Load("SourceArtifacts");
TLArtifactsCollection targetArtifacts = (TLArtifactsCollection)Workspace.Load("TargetArtifacts");
TermDocumentMatrix matrix = new TermDocumentMatrix(sourceArtifacts, targetArtifacts);
matrix = SmoothingFilter.Compute(matrix, sourceArtifacts.Keys);
matrix = SmoothingFilter.Compute(matrix, targetArtifacts.Keys);
TLSimilarityMatrix sims = SimilarityUtil.ComputeCosine(matrix, sourceArtifacts.Keys, targetArtifacts.Keys);
Workspace.Store("Similarities", sims);
}