Here is my code...which gives a sorted (descending) list of cosine similarity values of different queries with a document.
   var dd = new List<Tuple<string, double, string>>();
            while ((line = file.ReadLine()) != null)
            {
                dd.Add(Tuple.Create(line, p.calculate_CS(line, document), document));
            }
            var top_value = dd.OrderByDescending(x => x.Item2).FirstOrDefault();
            if (top_value != null)
            { 
                // look up record using top_value.Item3, and then store top_value.Item1
                var abstrct = top_value.Item3.ToString();
                var r_field = top_value.Item1.ToString();
                write_To_Database(abstrct, r_field);
            }
This is the data insertion method......
static void write_To_Database(string document, string research_field)
        {
            try
            {
                SqlConnection con = new SqlConnection("Data Source=KHIZER;Initial Catalog=subset_aminer;Integrated Security=True;");
                con.Open();
                SqlCommand query = con.CreateCommand();
                query.CommandText = "select id from sub_aminer_paper where pid between 1 and 500 and DATALENGTH(p_abstract) != 0 and p_abstract = " + document;
                SqlDataReader reader = query.ExecuteReader();
                reader.Read();
                int id = reader.GetInt32(0);
                //reader.Close();
                query.Parameters.Add("@research_field", SqlDbType.Text);
                query.Parameters.Add("@id", SqlDbType.Int);
                query.CommandText = "insert into sub_aminer_paper (research_area) values(@research_field) where id = @id";
                query.ExecuteNonQuery();
                con.Close();
            }
            catch (Exception e)
            {
                Console.WriteLine("Exception: " + e.Message);
            }
            finally
            {
                Console.WriteLine("Executing finally block.");
            }
        }
I want to store the value of top (highest cosine similarity value) query in database against the string document which is taken from the same table...
Table structure is as follows...
--------------------------------------------------------------------------------
id | pid | p_title | p_author | p_year | p_venue | p_abstract | research_area
--------------------------------------------------------------------------------
string document is p_abstract and query is to be saved in the column research_area
Any suggestions will be highly appreciated.
 
     
    