public MainWindow()
        {
            TajikKEAContext jsonContext = new TajikKEAContext();

            KEAGlobal.InitiateKEAGlobal(jsonContext);
            InitializeComponent();
            DataContext = this;
        }
Beispiel #2
0
        static void Main(string[] args)
        {
            TajikKEAContext jsonContext = new TajikKEAContext();

            KEAGlobal.InitiateKEAGlobal(jsonContext);
            PDFHelper pDFHelper = new PDFHelper();

            var badei = new IDFCategory()
            {
                Guid = Guid.NewGuid(), Name = "Бадеӣ"
            };
            var badeiDocs = GetDocuments(pDFHelper, @"C:\Users\dilshodk\Desktop\for me\Бадеи");

            var gumanitari = new IDFCategory()
            {
                Guid = Guid.NewGuid(), Name = "Гуманитарӣ"
            };
            var gumanitariDocs = GetDocuments(pDFHelper, @"C:\Users\dilshodk\Desktop\for me\Гуманитари");

            var иқтисодӣ = new IDFCategory()
            {
                Guid = Guid.NewGuid(), Name = "Иқтисодӣ"
            };
            var иқтисодӣDocs = GetDocuments(pDFHelper, @"C:\Users\dilshodk\Desktop\for me\Иқтисодӣ");

            var илмидақиқ = new IDFCategory()
            {
                Guid = Guid.NewGuid(), Name = "Илми дақиқ"
            };
            var илмидақиқDocs = GetDocuments(pDFHelper, @"C:\Users\dilshodk\Desktop\for me\Илми дакик");

            var сиёсӣ = new IDFCategory()
            {
                Guid = Guid.NewGuid(), Name = "Сиёсӣ"
            };
            var сиёсӣDocs = GetDocuments(pDFHelper, @"C:\Users\dilshodk\Desktop\for me\Сиёси");

            var техникӣ = new IDFCategory()
            {
                Guid = Guid.NewGuid(), Name = "Техникӣ"
            };
            var техникӣDocs = GetDocuments(pDFHelper, @"C:\Users\dilshodk\Desktop\for me\Техники");

            var тиб = new IDFCategory()
            {
                Guid = Guid.NewGuid(), Name = "Тиб"
            };
            var тибDocs = GetDocuments(pDFHelper, @"C:\Users\dilshodk\Desktop\for me\Тиб");

            var физика = new IDFCategory()
            {
                Guid = Guid.NewGuid(), Name = "Физика"
            };
            var физикаDocs = GetDocuments(pDFHelper, @"C:\Users\dilshodk\Desktop\for me\Физика");

            var химия = new IDFCategory()
            {
                Guid = Guid.NewGuid(), Name = "Химия"
            };
            var химияDocs = GetDocuments(pDFHelper, @"C:\Users\dilshodk\Desktop\for me\Химия");

            List <TajikDocument> allDocuments = badeiDocs.ToList();

            allDocuments.AddRange(gumanitariDocs);
            allDocuments.AddRange(иқтисодӣDocs);
            allDocuments.AddRange(илмидақиқDocs);
            allDocuments.AddRange(сиёсӣDocs);
            allDocuments.AddRange(техникӣDocs);
            allDocuments.AddRange(тибDocs);
            allDocuments.AddRange(физикаDocs);
            allDocuments.AddRange(химияDocs);
            var minimum = 0.00000000000000000000000112;

            foreach (var item in jsonContext.Words)
            {
                CalculateCategory(badei, item, badeiDocs);
                CalculateCategory(gumanitari, item, gumanitariDocs);
                CalculateCategory(иқтисодӣ, item, иқтисодӣDocs);
                CalculateCategory(илмидақиқ, item, илмидақиқDocs);
                CalculateCategory(сиёсӣ, item, сиёсӣDocs);
                CalculateCategory(техникӣ, item, техникӣDocs);
                CalculateCategory(тиб, item, тибDocs);
                CalculateCategory(физика, item, физикаDocs);
                CalculateCategory(химия, item, химияDocs);

                var word = new TajikWord(item.Content);
                var idf  = KEAGlobal.TFIDFManager.CalCulateIDF(allDocuments, word);
                if (idf == 0)
                {
                    idf = minimum;
                }
                item.CommonIDF = idf;
            }
            foreach (var item in jsonContext.Words)
            {
                foreach (var item2 in item.IDFCategoryLinks)
                {
                    if (item2.IDF == 0)
                    {
                        item2.IDF = minimum;
                    }
                }
            }
            var text = JsonConvert.SerializeObject(jsonContext.Words, Formatting.Indented);

            File.WriteAllText("WordAllIDF.json", text);
            Console.ReadLine();
        }