Download pdf A Study on Semantic Similarity and Its Application to Clustering
Download pdf A Study on Semantic Similarity and Its Application to Clustering
A Study on Semantic Similarity and Its Application to Clustering.cMontserrat Batet
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Author: Montserrat Batet
Number of Pages: 172 pages
Published Date: 07 Aug 2011
Publisher: VDM Verlag
Publication Country: Germany
Language: English
Format: Pdf
ISBN: 9783639370607
File size: 34 Mb
Download Link: A Study on Semantic Similarity and Its Application to Clustering
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In the last years, the amount of textual electronic information available has been increasing rapidly. Computer understanding of texts has become an important trend in computational linguistics. Proper processing of this kind of information requires an interpretation of their meaning at a semantic level. This work presents novel measures to estimate the degree of semantic similarity between words using one or more knowledge sources. The measures are based on the exploitation of the knowledge modelled in one or several ontologies and on the estimation of the information distribution of terms in the Web. They have been applied to clustering, computing the similarity/distance between individuals described by textual attributes. Results show that a proper interpretation of textual data at a semantic level improves the quality of the clusters and eases their interpretability.
Read online A Study on Semantic Similarity and Its Application to Clustering Buy A Study on Semantic Similarity and Its Application to Clustering Download and read A Study on Semantic Similarity and Its Application to Clustering ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook A Study on Semantic Similarity and Its Application to Clustering
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A Study on Semantic Similarity and Its Application to Clustering.cMontserrat Batet
Author: Montserrat Batet
Number of Pages: 172 pages
Published Date: 07 Aug 2011
Publisher: VDM Verlag
Publication Country: Germany
Language: English
Format: Pdf
ISBN: 9783639370607
File size: 34 Mb
Download Link: A Study on Semantic Similarity and Its Application to Clustering
---------------------------------------------------------------
In the last years, the amount of textual electronic information available has been increasing rapidly. Computer understanding of texts has become an important trend in computational linguistics. Proper processing of this kind of information requires an interpretation of their meaning at a semantic level. This work presents novel measures to estimate the degree of semantic similarity between words using one or more knowledge sources. The measures are based on the exploitation of the knowledge modelled in one or several ontologies and on the estimation of the information distribution of terms in the Web. They have been applied to clustering, computing the similarity/distance between individuals described by textual attributes. Results show that a proper interpretation of textual data at a semantic level improves the quality of the clusters and eases their interpretability.
Read online A Study on Semantic Similarity and Its Application to Clustering Buy A Study on Semantic Similarity and Its Application to Clustering Download and read A Study on Semantic Similarity and Its Application to Clustering ebook, pdf, djvu, epub, mobi, fb2, zip, rar, torrent Download to iPad/iPhone/iOS, B&N nook A Study on Semantic Similarity and Its Application to Clustering
British Noctuae and Their Varieties, Volume 1
Big League Brothers pdf
windows 7 professional 64 bit activation key free
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Revue Du MIDI, Volume 22... download torrent