// for not-the-first-time-user calculate the cumulative tag result -
// or you may say update the current knowledge status of the user
// unique for user-domain
public List <CumulativeTagScore> getCumulativeTagWiseResult(UserQuizDetail quiz, UserResult userResult)
{
List <QuestionAttempted> questions = quiz.QuestionsAttempted;
HashSet <string> labels = new HashSet <string>();
Dictionary <string, int> totalTagCount = new Dictionary <string, int>();
Dictionary <string, int> correctTagCount = new Dictionary <string, int>();
Dictionary <int, int> questionTagCount = new Dictionary <int, int>();
Dictionary <string, double> tagRatingList = new Dictionary <string, double>();
Dictionary <string, double> taxScoreCumulative = new Dictionary <string, double>();
Dictionary <string, double> totalDenCount = new Dictionary <string, double>();
Dictionary <string, int> taxScoreNumber = new Dictionary <string, int>();
Dictionary <string, int> taxScoreNumberOld = new Dictionary <string, int>();
string[] taxonomyLevels = { "Remember", "Understand", "Apply", "Analyze", "Evaluate", "Create" };
foreach (var item in questions)
{
labels.UnionWith(new HashSet <string>(item.ConceptTags));
}
List <CumulativeTagScore> newCumulativeTagScores = new List <CumulativeTagScore>();
foreach (var item in labels)
{
totalTagCount.Add(item, 0);
tagRatingList.Add(item, 0);
taxScoreCumulative.Add(item, 0);
totalDenCount.Add(item, 0);
foreach (var tax in taxonomyLevels)
{
taxScoreNumber[tax + "-" + item] = 0;
}
foreach (var question in questions)
{
if (question.ConceptTags.Contains(item))
{
totalTagCount[item] += 1;
totalDenCount[item] += question.DifficultyLevel / (float)(question.ConceptTags.Length);
if (question.IsCorrect)
{
tagRatingList[item] += question.DifficultyLevel / (float)(question.ConceptTags.Length);
taxScoreCumulative[item] += Array.IndexOf(taxonomyLevels, question.Taxonomy) + 1;
taxScoreNumber[question.Taxonomy + "-" + item] += question.DifficultyLevel;
}
}
}
tagRatingList[item] /= totalDenCount[item];
tagRatingList[item] = Math.Round(tagRatingList[item], 2);
}
//calculated the value for the current test, now we'll calculate the aggregate
int numOfQuiz = userResult.QuizResults.Count - 1;
List <CumulativeTagScore> cumulativeTagScores = userResult.TagWiseCumulativeScore;
HashSet <string> oldTag = new HashSet <string>();
foreach (var old in cumulativeTagScores)
{
oldTag.Add(old.TagName);
}
HashSet <string> h = new HashSet <string>(labels);
HashSet <string> h1 = new HashSet <string>(oldTag);
Console.WriteLine("================");
Console.WriteLine(String.Join(",", h1));
Console.WriteLine(String.Join(",", h));
Console.WriteLine("================");
h.ExceptWith(oldTag);
h1.ExceptWith(labels);
Console.WriteLine(String.Join(",", labels));
Console.WriteLine("================");
Console.WriteLine(String.Join(",", h1));
Console.WriteLine(String.Join(",", h));
Console.WriteLine("================");
foreach (var item in cumulativeTagScores)
{
// Console.WriteLine("{}{}{}{} " + item.TagName);
foreach (var item2 in item.TaxonomyListAndScores)
{
taxScoreNumberOld[item2.TaxonomyName + "-" + item.TagName] = item2.TaxonomyScoreNumber;
}
}
Console.WriteLine(String.Join(",", taxScoreNumberOld));
Console.WriteLine(String.Join(",", taxScoreNumber));
foreach (var item in cumulativeTagScores)
{
//concept common in previous and in new
if (!h1.Contains(item.TagName))
{
Console.WriteLine(item.TagName + "====");
CumulativeTagScore score = new CumulativeTagScore();
string tagName = item.TagName;
double tagRating = item.TagRating;
string taxLevelOld = item.TaxonomyLevelReached;
string taxLevelNew = getTaxonomyLevel(tagName, questions);
double taxScoreOld = item.TaxonomyScore;
double taxScoreNew = taxScoreCumulative[item.TagName] + taxScoreOld;
double oldTotalTemp = tagRating * numOfQuiz;
double newTotalTemp = oldTotalTemp + tagRatingList[tagName];
double newTagRating = newTotalTemp / (numOfQuiz + 1);
newTagRating = Math.Round(newTagRating, 2);
score.TagName = tagName;
score.TagRating = newTagRating;
score.TaxonomyLevelReached = getHigerTaxonomyLevel(taxLevelOld, taxLevelNew);
score.TaxonomyScore = taxScoreNew;
List <TaxonomyListAndScore> taxonomyListAndScores = new List <TaxonomyListAndScore>();
foreach (var taxx in taxonomyLevels)
{
TaxonomyListAndScore taxonomy = new TaxonomyListAndScore();
taxonomy.TaxonomyName = taxx;
Console.WriteLine(taxx);
taxonomy.TaxonomyScoreNumber = taxScoreNumber[taxx + "-" + item.TagName] + taxScoreNumberOld[taxx + "-" + item.TagName];
taxonomyListAndScores.Add(taxonomy);
}
score.TaxonomyListAndScores = taxonomyListAndScores;
newCumulativeTagScores.Add(score);
}
//concept in previous but not in new
else
{
CumulativeTagScore score = new CumulativeTagScore();
score.TagName = item.TagName;
score.TagRating = item.TagRating;
score.TaxonomyLevelReached = item.TaxonomyLevelReached;
score.TaxonomyScore = item.TaxonomyScore;
List <TaxonomyListAndScore> taxonomyListAndScores = new List <TaxonomyListAndScore>();
foreach (var taxx in taxonomyLevels)
{
TaxonomyListAndScore taxonomy = new TaxonomyListAndScore();
taxonomy.TaxonomyName = taxx;
taxonomy.TaxonomyScoreNumber = taxScoreNumberOld[taxx + "-" + item.TagName];
taxonomyListAndScores.Add(taxonomy);
}
score.TaxonomyListAndScores = taxonomyListAndScores;
newCumulativeTagScores.Add(score);
}
}
//new incoming concept
foreach (var item in h)
{
CumulativeTagScore score = new CumulativeTagScore();
score.TagName = item;
score.TagRating = tagRatingList[item];
score.TaxonomyLevelReached = getTaxonomyLevel(item, questions);
score.TaxonomyScore = taxScoreCumulative[item];
List <TaxonomyListAndScore> taxonomyListAndScores = new List <TaxonomyListAndScore>();
foreach (var taxx in taxonomyLevels)
{
TaxonomyListAndScore taxonomy = new TaxonomyListAndScore();
taxonomy.TaxonomyName = taxx;
taxonomy.TaxonomyScoreNumber = taxScoreNumber[taxx + "-" + item];
taxonomyListAndScores.Add(taxonomy);
}
score.TaxonomyListAndScores = taxonomyListAndScores;
newCumulativeTagScores.Add(score);
}
return(newCumulativeTagScores);
}
//for the first time, calculate the cumultaive tag wise result for that user-domain test.
public void getCumulativeTagWiseResultFirst(UserQuizDetail quiz, List <CumulativeTagScore> cumulativeTagScore)
{
List <QuestionAttempted> questions = quiz.QuestionsAttempted;
HashSet <string> labels = new HashSet <string>();
Dictionary <string, int> totalTagCount = new Dictionary <string, int>();
Dictionary <string, int> correctTagCount = new Dictionary <string, int>();
Dictionary <int, int> questionTagCount = new Dictionary <int, int>();
Dictionary <string, double> tagRatingList = new Dictionary <string, double>();
Dictionary <string, double> taxScoreCumulative = new Dictionary <string, double>();
Dictionary <string, double> totalDenCount = new Dictionary <string, double>();
Dictionary <string, int> taxScoreNumber = new Dictionary <string, int>();
string[] taxonomyLevels = { "Remember", "Understand", "Apply", "Analyze", "Evaluate", "Create" };
foreach (var item in questions)
{
labels.UnionWith(new HashSet <string>(item.ConceptTags));
}
foreach (var item in labels)
{
totalTagCount.Add(item, 0);
tagRatingList.Add(item, 0);
taxScoreCumulative.Add(item, 0);
totalDenCount.Add(item, 0);
foreach (var tax in taxonomyLevels)
{
taxScoreNumber[tax + "-" + item] = 0;
}
foreach (var question in questions)
{
if (question.ConceptTags.Contains(item))
{
totalTagCount[item] += 1;
totalDenCount[item] += question.DifficultyLevel / (float)(question.ConceptTags.Length);
if (question.IsCorrect)
{
tagRatingList[item] += question.DifficultyLevel / (float)(question.ConceptTags.Length);
taxScoreCumulative[item] += Array.IndexOf(taxonomyLevels, question.Taxonomy) + 1;
taxScoreNumber[question.Taxonomy + "-" + item] += question.DifficultyLevel;
}
}
}
tagRatingList[item] /= totalDenCount[item];
tagRatingList[item] = Math.Round(tagRatingList[item], 2);
CumulativeTagScore tag = new CumulativeTagScore();
tag.TagName = item;
tag.TagRating = tagRatingList[item];
tag.TaxonomyLevelReached = getTaxonomyLevel(item, questions);
tag.TaxonomyScore = taxScoreCumulative[item];
List <TaxonomyListAndScore> taxonomyListAndScores = new List <TaxonomyListAndScore>();
foreach (var tax in taxonomyLevels)
{
TaxonomyListAndScore taxonomy = new TaxonomyListAndScore();
taxonomy.TaxonomyName = tax;
taxonomy.TaxonomyScoreNumber = taxScoreNumber[tax + "-" + item];
taxonomyListAndScores.Add(taxonomy);
Console.WriteLine(taxonomy.TaxonomyName);
}
tag.TaxonomyListAndScores = taxonomyListAndScores;
cumulativeTagScore.Add(tag);
}
}
