public bool IsFeature(IWordItem word)
{
if (word.CanNotBeFeature())
{
return(false);
}
var value = Context.Aspect != null && Context.Aspect.IsAspect(word);
return(value);
}
private void ProcessWord(IWordItem wordItem)
{
if (wordItem.IsQuestion ||
wordItem.IsStopWord ||
wordItem.QuantValue.HasValue)
{
return;
}
if (wordItem.POS.WordType == WordType.Adjective ||
wordItem.IsSentiment)
{
if (wordItem.CanNotBeAttribute() ||
wordItem.IsSentiment && !includeSentiment)
{
// if sentiment excluded
log.LogDebug("Can't be attribute: {0}", wordItem);
return;
}
log.LogDebug("Adding attribute: {0}", wordItem);
attributes.Add(wordItem);
return;
}
if (wordItem.POS.WordType == WordType.Noun ||
wordItem.Entity == NamedEntities.Organization)
{
// words with ending -ing and -ed can't be features
if (wordItem.CanNotBeFeature())
{
log.LogDebug("Can't feature: {0}", wordItem);
return;
}
log.LogDebug("Adding feature: {0}", wordItem);
features.Add(wordItem);
}
}