A new preprocessing phase for LSA-based Turkish text summarization

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A new preprocessing phase for LSA-based Turkish text summarization is a 2012 conference paper written in English by Guran A., Bayazit N.G. and published in Lecture Notes in Electrical Engineering.

[edit] Abstract

Text Summarization is a process of identifying the most salient information in a document or a set of related documents. This paper presents the performance analysis of a Turkish text summarization system that applies two Latent Semantic Analysis based algorithms with different preprocessing phases. The preprocessing method called "Consecutive Words Detection" is a new method that uses Turkish Wikipedia links to represent related consecutive words as a single term and improves the performance of text summarization in Turkish.

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