Description: TexLexAn is the project of an automatic text analyzer, classifier and summarizer. This software is at the frontier of the artificial intelligence and of the machine learning, and participates at its very modest level to the development of the softwares of the future. I take a lot of fun to develop it, I hope you will enjoy to try it.
Currently, it works with English, French, German, Italian and Spanish texts.
The Perceptron in the supervised learning to add or update the text classification.
The linear classifier to classify / categorize the text.
A fuzzy logic and a case based reasoning to learn the best summarizing method from the past summarizations.
A summarizer based on the extraction of the most relevant sentences.
A basic re-worder based on the replacing of the deadwood expressions with their simplified equivalents.
A knowledge base to extract sentences carrying some sentiments.
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File list (Check if you may need any files):
5956449pack1.51.tar
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