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Compressing and indexing labeled trees, with applications

Articolo
Data di Pubblicazione:
2009
Abstract:
Consider an ordered, static tree T where each node has a label from alphabet ?. Tree T may be of arbitrary degree and shape. Our goal is designing a compressed storage scheme of T that supports basic navigational operations among the immediate neighbors of a node (i.e. parent, ith child, or any child with some label, . . .) as well as more sophisticated path-based search operations over its labeled structure. We present a novel approach to this problem by designing what we call the XBW-transform of the tree in the spirit of the well-knownBurrows-Wheeler transform for strings [1994]. TheXBW-transform uses path-sorting to linearize the labeled tree T into two coordinated arrays, one capturing the structure and the other the labels. For the first time, by using the properties of the XBW-transform, our compressed indexes go beyond the information-theoretic lower bound, and support navigational and pathsearch operations over labeled trees within (near-)optimal time bounds and entropy-bounded space. Our XBW-transform is simple and likely to spur new results in the theory of tree compression and indexing, as well as interesting application contexts. As an example, we use the XBW-transform to design and implement a compressed index for XML documents whose compression ratio is signifi-cantly better than the one achievable by state-of-the-art tools, and its query time performance is order of magnitudes faster. © 2009 ACM.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Burrows-Wheeler transform; Labeled tree compression; Labeled tree indexing; Path searching; Tree navigation; XML compression; XML indexing
Elenco autori:
Manzini, Giovanni
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/318189
Pubblicato in:
JOURNAL OF THE ASSOCIATION FOR COMPUTING MACHINERY
Journal
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http://www.scopus.com/record/display.url?eid=2-s2.0-71449088969&origin=inward
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