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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao u:crisarrow_drop_down
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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Conference object . 2000
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https://doi.org/10.1109/dexa.2...
Article . 2002 . Peer-reviewed
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Some remarks on vector representations of legal documents

Authors: Schweighofer, Erich; Rauber, Andreas; Merkl, Dieter;

Some remarks on vector representations of legal documents

Abstract

Vector representation of legal documents is still the best way for computing classification clusters and labelling of its contents. This paper deals with the problem of diversity of legal documents making vector representation a difficult task. Extensive experiments with three text corpora of about 580 documents in three languages have shown that binary or weighted vector representation may not be sufficient. Even quite successful approaches of similarity computation have problems in identifying the best context of classification. The LabelSOM method can be seen as a very efficient tool for verification of similarity because common elements are explicitly identified. Finally, some proposals for the "best" vector representation are discussed: weighted vectors, feature vectors and hierarchies of vectors using XML information for identifying similar contexts.

Country
Austria
Related Organizations
Keywords

505003 European law, 505003 Europarecht, 505029 Völkerrecht, 505029 International law

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    popularity
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    influence
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Average
Average
Average
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