protected void Page_Load(object sender, EventArgs e)
{
dictfile = Server.MapPath("/") + "/wn-msa-all.tab";
stemmer = new Stemmer(wn.GetSemanticWord(dictfile).Select(p => p.Item2).ToList());
if (!IsPostBack)
{
divresult.Visible = false;
}
}
public List<int> GetSemanticRelation(List<string> words, int docNo, int totalDoc, out List<string> vocabList,
out Dictionary<int, string> results, string filename, Stemmer stem)
{
results = new Dictionary<int, string>();
vocabList = new List<string>();
List<int> ids = new List<int>();
var semantic = this.GetSemanticWord(filename);
int count = words.Count;
int current = 1;
int excluded = 0;
consoleln = 0;
foreach (var oldword in words)
{
string word = stem.PerformNaziefStemming(oldword);
var matches = semantic.Where(p => p.Item2.ToLower() == word.ToLower()); //search word in dictionary
if (matches.Count() != 0)
{
if (!stopWords.Contains(word.ToLower()))
{
matches = matches.OrderByDescending(p => p.Item3).ToList(); //select highest score in word relationship
var match = matches.First();
ids.Add(match.Item1); //add the ID
//add the word to vocab list
vocabList.Add(match.Item2);
//foreach (var match in matches)
//{
//ids.Add(match.Item1); //add the ID
// //add the word to vocab list
//vocabList.Add(match.Item2);
var sem = semantic.Where(q => q.Item1 == match.Item1 && q.Item2 != match.Item2);
if (sem.Count() != 0)
{
int max = sem.Max(p => p.Item3);
if (!results.ContainsKey(match.Item1))
results.Add(match.Item1, match.Item2);
}
//}
}
else excluded++;
}
//Console.SetCursorPosition(0, consoleln);
//Console.WriteLine("\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t");
//Console.SetCursorPosition(0, consoleln);
//Console.WriteLine("STATUS: Processing words in document " + docNo + " of " + totalDoc + ": " + current + "/" + count +
//". Excluded stop words: " + excluded);
current++;
}
consoleln++;
//this.InsertToDb(ids, docNo, results, true);
return ids;
}