วิธีการรวมเอกสาร Word กับโมเดลการเรียนรู้ของเครื่องโดยใช้ Aspose.Words

using System;
using Aspose.Words;

class Program
{
    static void Main()
    {
        string filePath = "DocumentForAnalysis.docx";
        Document doc = new Document(filePath);

        Console.WriteLine("เอกสารถูกโหลดเรียบร้อยแล้ว");
    }
}

using System;
using Aspose.Words;

class Program
{
    static void Main()
    {
        Document doc = new Document("DocumentForAnalysis.docx");
        string text = doc.GetText();

        Console.WriteLine("ข้อความที่ดึงออกมา:");
        Console.WriteLine(text);
    }
}

using System;
using System.Linq;

class Program
{
    static void Main()
    {
        string rawText = "  This is a SAMPLE text for analysis. ";
        string processedText = string.Join(" ", rawText.Split().Select(word => word.ToLower()));

        Console.WriteLine("ข้อความที่เตรียมไว้:");
        Console.WriteLine(processedText);
    }
}

using System;
using Microsoft.ML;

class Program
{
    static void Main()
    {
        var mlContext = new MLContext();
        ITransformer model = mlContext.Model.Load("SentimentAnalysisModel.zip", out _);

        Console.WriteLine("โมเดล ML ถูกโหลดแล้ว");
    }
}

using System;
using Microsoft.ML;

class Program
{
    static void Main()
    {
        var mlContext = new MLContext();
        string preprocessedText = "this is a sample text for analysis";
        var data = new[] { new { Text = preprocessedText } };
        var dataView = mlContext.Data.LoadFromEnumerable(data);

        Console.WriteLine("Data View ถูกสร้างขึ้น");
    }
}

using System;
using Microsoft.ML;

class Program
{
    static void Main()
    {
        var mlContext = new MLContext();
        ITransformer model = mlContext.Model.Load("SentimentAnalysisModel.zip", out _);
        var predictionEngine = mlContext.Model.CreatePredictionEngine<dynamic, dynamic>(model);

        Console.WriteLine("Prediction Engine ถูกสร้างขึ้น");
    }
}

using System;
using Microsoft.ML;
using System.Linq;

class Program
{
    static void Main()
    {
        var mlContext = new MLContext();
        string preprocessedText = "this is a sample text for analysis";
        var data = new[] { new { Text = preprocessedText } };
        var dataView = mlContext.Data.LoadFromEnumerable(data);
        ITransformer model = mlContext.Model.Load("SentimentAnalysisModel.zip", out _);
        var predictionEngine = mlContext.Model.CreatePredictionEngine<dynamic, dynamic>(model);
        var prediction = predictionEngine.Predict(dataView.First());

        Console.WriteLine($"อารมณ์ที่ทำนาย: {prediction.PredictedLabel}");
    }
}

using System;
using Aspose.Words;

class Program
{
    static void Main()
    {
        Document doc = new Document("DocumentForAnalysis.docx");
        DocumentBuilder builder = new DocumentBuilder(doc);
        builder.MoveToDocumentEnd();
        builder.Writeln("อารมณ์ที่ทำนาย: Positive");

        Console.WriteLine("ผลการทำนายถูกเพิ่มลงในเอกสาร");
    }
}

using System;
using Aspose.Words;

class Program
{
    static void Main()
    {
        Document doc = new Document("DocumentForAnalysis.docx");
        DocumentBuilder builder = new DocumentBuilder(doc);
        builder.MoveToDocumentEnd();
        builder.Writeln("อารมณ์ที่ทำนาย: Positive");
        doc.Save("DocumentWithAnalysis.docx");

        Console.WriteLine("เอกสารถูกบันทึกแล้ว");
    }
}