/// <summary>
/// Analyze sentiment of English input.
/// The results of analysis are accumulated until the next call of GetSentimentAndFlush().
/// </summary>
/// <param name="input">English string</param>
public override void Analyze(string input)
{
if (!HasStart)
{
return;
}
// attach spelling correction engine
var suggestion = symSpell.WordSegmentation(input.ToLowerInvariant(), 2);
Console.WriteLine(suggestion.correctedString);
List <string> tokens = suggestion.correctedString.Split(' ').ToList();
foreach (string word in tokens)
{
if (englishSentimentDictionary.ContainsKey(word))
{
void UpdateAggregate(object[] args)
{
EnglishWordSentiment sentiment = args[0] as EnglishWordSentiment;
int weight = 1;
if (sentiment.GetValence() != WordSentiment.Valence.NULL)
{
aggregateValence[(int)sentiment.GetValence()] += weight;
}
if (sentiment.GetStateIntensity() != WordSentiment.StateIntensity.NULL)
{
aggregateStateIntensity[(int)sentiment.GetStateIntensity()] += weight;
}
if (sentiment.GetEmotion() != WordSentiment.Emotion.NULL)
{
aggregateEmotion[(int)sentiment.GetEmotion()] += weight;
}
if (sentiment.GetJudgment() != WordSentiment.Judgment.NULL)
{
aggregateJudgment[(int)sentiment.GetJudgment()] += weight;
}
if (sentiment.GetAgreement() != WordSentiment.Agreement.NULL)
{
aggregateAgreement[(int)sentiment.GetAgreement()] += weight;
}
if (sentiment.GetIntention() != WordSentiment.Intention.NULL)
{
aggregateIntention[(int)sentiment.GetIntention()] += weight;
}
}
Util.TaskQueue.Add("aggregateEnglishSentiment", UpdateAggregate,
englishSentimentDictionary[word]);
}
}
}
/// <summary>
/// Returns accumulated sentiment analysis results and reset them.
/// </summary>
/// <returns>The results of sentiment analysis</returns>
public override WordSentiment GetSentimentAndFlush()
{
WordSentiment ret = new EnglishWordSentiment("", "", "", "", "", "", "");
if (!HasStart)
{
return(ret);
}
void GetAggregate(object[] args)
{
Random r = new Random();
WordSentiment.Valence v;
WordSentiment.StateIntensity si;
WordSentiment.Emotion e;
WordSentiment.Judgment j;
WordSentiment.Agreement a;
WordSentiment.Intention i;
if (aggregateValence.Sum() <= 0)
{
v = WordSentiment.Valence.NULL;
}
else
{
int max = 0;
List <int> argmax = new List <int>();
for (int k = 0; k < aggregateValence.Length; k++)
{
if (aggregateValence[k] > max)
{
max = aggregateValence[k];
argmax = new List <int>()
{
k
};
}
else if (aggregateValence[k] == max)
{
argmax.Add(k);
}
}
v = (WordSentiment.Valence)argmax[r.Next(argmax.Count)];
}
if (aggregateStateIntensity.Sum() <= 0)
{
si = WordSentiment.StateIntensity.NULL;
}
else
{
int max = 0;
List <int> argmax = new List <int>();
for (int k = 0; k < aggregateStateIntensity.Length; k++)
{
if (aggregateStateIntensity[k] > max)
{
max = aggregateStateIntensity[k];
argmax = new List <int>()
{
k
};
}
else if (aggregateStateIntensity[k] == max)
{
argmax.Add(k);
}
}
si = (WordSentiment.StateIntensity)argmax[r.Next(argmax.Count)];
}
if (aggregateEmotion.Sum() <= 0)
{
e = WordSentiment.Emotion.NULL;
}
else
{
int max = 0;
List <int> argmax = new List <int>();
for (int k = 0; k < aggregateEmotion.Length; k++)
{
if (aggregateEmotion[k] > max)
{
max = aggregateEmotion[k];
argmax = new List <int>()
{
k
};
}
else if (aggregateEmotion[k] == max)
{
argmax.Add(k);
}
}
e = (WordSentiment.Emotion)argmax[r.Next(argmax.Count)];
}
if (aggregateJudgment.Sum() <= 0)
{
j = WordSentiment.Judgment.NULL;
}
else
{
int max = 0;
List <int> argmax = new List <int>();
for (int k = 0; k < aggregateJudgment.Length; k++)
{
if (aggregateJudgment[k] > max)
{
max = aggregateJudgment[k];
argmax = new List <int>()
{
k
};
}
else if (aggregateJudgment[k] == max)
{
argmax.Add(k);
}
}
j = (WordSentiment.Judgment)argmax[r.Next(argmax.Count)];
}
if (aggregateAgreement.Sum() <= 0)
{
a = WordSentiment.Agreement.NULL;
}
else
{
int max = 0;
List <int> argmax = new List <int>();
for (int k = 0; k < aggregateAgreement.Length; k++)
{
if (aggregateAgreement[k] > max)
{
max = aggregateAgreement[k];
argmax = new List <int>()
{
k
};
}
else if (aggregateAgreement[k] == max)
{
argmax.Add(k);
}
}
a = (WordSentiment.Agreement)argmax[r.Next(argmax.Count)];
}
if (aggregateIntention.Sum() <= 0)
{
i = WordSentiment.Intention.NULL;
}
else
{
int max = 0;
List <int> argmax = new List <int>();
for (int k = 0; k < aggregateIntention.Length; k++)
{
if (aggregateIntention[k] > max)
{
max = aggregateIntention[k];
argmax = new List <int>()
{
k
};
}
else if (aggregateIntention[k] == max)
{
argmax.Add(k);
}
}
i = (WordSentiment.Intention)argmax[r.Next(argmax.Count)];
}
ret = new EnglishWordSentiment("", v, si, e, j, a, i);
}
Util.TaskQueue.Add("aggregateEnglishSentiment", GetAggregate);
Util.TaskQueue.Add("aggregateEnglishSentiment", InitializeAggregate);
return(ret);
}