/// <summary>
/// Calculates Score for each review
/// </summary>
/// <param name="v"></param>
private void CalculateScoreForEachReview(int v)
{
List <double> scores = new List <double>();
foreach (var review in ReviewList)
{
try
{
double score = 0;
var words = review.Split(' ').ToList();
foreach (var word in words)
{
if (WordCountsDictionary.ContainsKey(word))
{
score += (WordCountsDictionary[word] / (v * 1.0)) * Math.Log((double)ReviewList.Count / (double)(NumberofReviewsWithWord[word]));
}
}
scores.Add(score / (double)words.Count);
}
catch (Exception)
{
}
}
ReviewListScore = scores;
}
/// <summary>
/// Calculates Score for each review
/// </summary>
/// <param name="v"></param>
private void CalculateScoreForEachReview(int v)
{
List <double> scores = new List <double>();
foreach (var review in ReviewList)
{
double score = 0;
try
{
var words = review.Split(' ').ToList();
foreach (var word in words)
{
if (WordCountsDictionary.ContainsKey(word))
{
score += WordCountsDictionary[word] / (v * 1.0);
}
}
}
catch (Exception)
{
}
scores.Add(score);
}
ReviewListScore = scores;
}
/// <summary>
/// Add the input word to dictionary and increase the value if already in the dictionary
/// </summary>
/// <param name="word"></param>
private void AddWordToDictionary(string word)
{
if (!WordCountsDictionary.ContainsKey(word))
{
WordCountsDictionary.Add(word, 1);
}
else
{
WordCountsDictionary[word]++;
}
}