private static void Main()
{
SummarizedDocument summarizedDocument = Summarizer.Summarize(
new FileContentProvider(Path.Combine(Path.GetDirectoryName(Assembly.GetExecutingAssembly().Location), "TextualData\\AutomaticSummarization.txt")),
new SummarizerArguments
{
Language = "en",
MaxSummarySentences = 5
});
string summery = string.Join(Environment.NewLine, summarizedDocument.Sentences);
Console.Write(summery);
Console.ReadLine();
}
private static void Main()
{
SummarizerArguments summarizerArguments = new SummarizerArguments
{
InputFile = Path.Combine(Path.GetDirectoryName(Assembly.GetExecutingAssembly().Location), "TextualData", "AutomaticSummarization.txt")
};
SummarizedDocument summarizedDocument = Summarizer.Summarize(summarizerArguments);
string summery = string.Join(Environment.NewLine, summarizedDocument.Sentences);
Console.Write(summery);
Console.ReadLine();
}
public static String Summarize(String text)
{
var summaryArgs = new SummarizerArguments();
summaryArgs.DictionaryLanguage = "en";
//summaryArgs.DisplayLines = 3;
summaryArgs.DisplayPercent = 50;
summaryArgs.InputString = text;
SummarizedDocument doc = OpenTextSummarizer.Summarizer.Summarize(summaryArgs);
var output = doc.Sentences;
var summary = string.Concat(output.ToArray());
return(summary);
}
private string SummarizeText(string text)
{
// Set text summarize arguments
SummarizerArguments sumargs = new SummarizerArguments
{
DictionaryLanguage = "en",
DisplayLines = 5,
DisplayPercent = 0,
InputFile = "",
InputString = text
};
// Summarize text
SummarizedDocument doc = Summarizer.Summarize(sumargs);
// Return result
return(string.Join("\r\n\r\n", doc.Sentences.ToArray()));
}
private void SummarizeButton_Click(object sender, EventArgs e)
{
int sentCount = 1;
int.TryParse(numericUpDown1.Text, out sentCount);
SummarizerArguments sumargs = new SummarizerArguments
{
DictionaryLanguage = "en",
DisplayLines = sentCount,
DisplayPercent = 0,
InputFile = "",
InputString = OriginalTextBox.Text
};
SummarizedDocument doc = Summarizer.Summarize(sumargs);
string summary = string.Join("\r\n\r\n", doc.Sentences.ToArray());
SummaryTextBox.Text = summary;
}
private void button3_Click(object sender, EventArgs e)
{
string path = "E:\\Dropbox\\Masters\\myMSc\\PracticalPart\\Sematic_K-MEANSClustering\\MScDataSets\\Reuters21578\\00\\000.xml";
string path_data_docCollection = "E:\\Dropbox\\Masters\\myMSc\\PracticalPart\\Sematic_K-MEANSClustering\\MScDataSets\\Reuters21578\\data\\00_" + maxNoDoc + "_docCollection.xml";
string path_data_mainCLusterNodeList = "E:\\Dropbox\\Masters\\myMSc\\PracticalPart\\Sematic_K-MEANSClustering\\MScDataSets\\Reuters21578\\data\\00_" + maxNoDoc + "_mainCLusterNodeList.xml";
if (cboxDataSet.Text == "Reu_01")
{
path = "E:\\Dropbox\\Masters\\myMSc\\PracticalPart\\Sematic_K-MEANSClustering\\MScDataSets\\Reuters21578\\Reu_01\\reut2-000_small.xml";
path_data_docCollection = "E:\\Dropbox\\Masters\\myMSc\\PracticalPart\\Sematic_K-MEANSClustering\\MScDataSets\\Reuters21578\\data\\01_" + maxNoDoc + "_docCollection.xml";
path_data_mainCLusterNodeList = "E:\\Dropbox\\Masters\\myMSc\\PracticalPart\\Sematic_K-MEANSClustering\\MScDataSets\\Reuters21578\\data\\01_" + maxNoDoc + "_mainCLusterNodeList.xml";
}
else if (cboxDataSet.Text == "Re0")
{
}
else
{
//this is test ds so already assigned
}
if (File.Exists(path_data_docCollection) && File.Exists(path_data_mainCLusterNodeList))
{
docCollection.DocumentList = DeSerializeObject <List <string> >(path_data_docCollection);
mainCLusterNodeList = DeSerializeObject <List <ClusterNode> >(path_data_mainCLusterNodeList);
}
else
{
XmlDocument doc2 = new XmlDocument();
doc2.Load(path);
XmlNodeList nodelist = doc2.DocumentElement.SelectNodes("/main/REUTERS");
int n = 1;
int sentCount = 5;
foreach (XmlNode node in nodelist)
{
ClusterNode item = new ClusterNode();
item.cLusters = new List <string>();
XmlNode body = node.SelectSingleNode("TEXT/BODY");
if (body == null)
{
continue;
}
string text = body.InnerText;
if (body.InnerText.Length > 400)
{
SummarizerArguments sumargs = new SummarizerArguments
{
DictionaryLanguage = "en",
DisplayLines = sentCount,
DisplayPercent = 0,
InputFile = "",
InputString = body.InnerText
};
SummarizedDocument doc = Summarizer.Summarize(sumargs);
string summary = string.Join("\r\n\r\n", doc.Sentences.ToArray());
text = summary;
int len = summary.Length;
}
XmlNodeList nodelistPLACES = node.SelectNodes("PLACES/D");
foreach (XmlNode place in nodelistPLACES)
{
item.cLusters.Add(place.InnerText);
}
//XmlNodeList nodelistTOPICS = node.SelectNodes("TOPICS/D");
//foreach (XmlNode topic in nodelistTOPICS)
//{
// item.cLusters.Add(topic.InnerText);
//}
docCollection.DocumentList.Add(text);
item.id = n;
item.content = text;
//item.cLuster = cLuster.InnerXml;
mainCLusterNodeList.Add(item);
n++;
if (n > maxNoDoc)
{
break;
}
}
SerializeObject(docCollection.DocumentList, path_data_docCollection);
SerializeObject(mainCLusterNodeList, path_data_mainCLusterNodeList);
}
int totalDoc = 0;
if (int.TryParse(docCollection.DocumentList.Count.ToString(), out totalDoc))
{
lblTotalDoc.Text = totalDoc.ToString();
}
MessageBox.Show("Done");
}
