A C# console application, that lets the user input a text file, the used then enters the percent summarization factor (numbered %) the users file is read line by line and stop words need to be removed based on their frequency and the new text needs to be saved as a new text file.
Extractive methods - selecting important sentences, paragraphs etc. from the original
document and concatenating them into a shorter form. The importance of sentences is
decided based on statistical and linguistic features of sentences.
Application must be console based
1. Prompt the user to enter an input filename (eg [url removed, login to view]) and a percent summarization
factor, SF (where SF = summarizedWordLength x 100 / inputWordLength).
2. Read the text from [url removed, login to view] [url removed, login to view] and process the text from [url removed, login to view]
3. Output the summary text to file (eg [url removed, login to view]) and display to console some
Count the occurrence of different words in the document, copying the words into a list
which is ordered by frequency with the most common word at the top of the list.
Copy each sentence in the document into a second list.
Remove (filter) those words from the word frequency list which are very common and
of little use in classifying the document. These are called ‘stop words’ and include
words such as such as the, is, at, which, and on. There is no definitive listing of what
defines a stop word as it could be document specific, however the file ‘[url removed, login to view]’
is provided containing a listing of generic common stop words
For each sentence, count the number of the words that matches the top word
(most frequent) in the filtered word list.
Find the sentence that has the highest number of occurrences of the most
If the length of words in the summary text added to the current selected
sentence word length exceeds the summary word length limit the sentence is
Else add the sentence to the summary text. Remove the word from the top of
the frequency word list and the sentence from the listing of word sentences.
Output summary text to file and display appropriate statistics, including actual SF.
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