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Performance Enhancement of Hierarchical Document Signature: A Comprehensive Study

Manna, Sukanya; Gedeon, Tamas (Tom)


Hierarchical Document Signature (HDS) has been successfully applied in document computing to find similarity between different pieces of text [1], [2], [3]; for example sentence-sentence similarity, sentence-phrase similarity. HDS is application specific, it is dependent on different features at different levels. This paper hence presents a comprehensive study of enhancement of the performance of HDS to find semantic sentence similarity by tuning some of its significant features. The...[Show more]

CollectionsANU Research Publications
Date published: 2011
Type: Conference paper
Source: IEEE International Conference on Fuzzy Systems
DOI: 10.1109/FUZZY.2011.6007657


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