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Browsing by Author "Alim, Suat"

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    Master Thesis
    Language independent multi document summarization using latent semantic indexing/clustering techniques
    (2009) Alim, Suat
    This thesis discusses our research on language independent multi-document summarization. We used latent semantic indexing and centroid based clustering methods in our summarization process. Firstly, our algorithm uses latent semantic analysis (LSA) to extract key-terms. Secondly, important sentences holding these key-terms are extracted by applying latent semantic indexing (LSI) and centroidbased clustering methods. Our experiments show that LSA improve key-term extraction. Also, our summarization system has achieved good results, compared to some other multi-document summarization systems.