public Product ParseDataset(string datasetFile)
{
Product productSummary = null;
if (File.Exists(datasetFile))
{
SemEvalDataset dataset = XmlSerializationExtensions.FromXmlFile <SemEvalDataset>(datasetFile);
FileInfo datasetFileInfo = new FileInfo(datasetFile);
productSummary = new Product();
productSummary.Title = datasetFileInfo.Name;
Review defaultReview = new Review();
defaultReview.Title = string.Format("Batch sentences for dataset: {0}", datasetFileInfo.Name);
foreach (SemEvalDatasetSentence datasetSentence in dataset.Sentences)
{
Sentence sentence = new Sentence();
sentence.DatasetTypeId = (int)DatasetParserType.SemEval;
sentence.Text = datasetSentence.Sentence;
ManualResults calculatedResults = new ManualResults();
foreach (SemEvalDatasetAspect datasetAspect in datasetSentence.Aspects)
{
SemEvalResultAspect resultAspect = new SemEvalResultAspect();
resultAspect.AspectTermText = datasetAspect.Term;
if (!aspects.Contains(datasetAspect.Term.ToLower()))
{
aspects.Add(datasetAspect.Term.ToLower());
}
resultAspect.Polarity = datasetAspect.Polarity;
resultAspect.OpinionStrengthFrom = datasetAspect.From;
resultAspect.OpinionStrengthTo = datasetAspect.To;
calculatedResults.SemEvalResultAspects.Add(resultAspect);
}
if (calculatedResults.SemEvalResultAspects.Count > 0)
{
sentence.ManualResults = XmlSerializationExtensions.ToXmlString(calculatedResults);
}
defaultReview.Sentence.Add(sentence);
}
productSummary.Review.Add(defaultReview);
}
//RunTest();
return(productSummary);
}
