Gesellschaft für Informatik e.V.

Lecture Notes in Informatics


Datenbanksysteme in Business, Technologie und Web (BTW 2007) P-103, 44-63 (2007).


2007


Editors

Alfons Kemper (ed.), Harald Schöning (ed.), Thomas Rose (ed.), Matthias Jarke (ed.), Thomas Seidl (ed.), Christoph Quix (ed.), Christoph Brochhaus (ed.)


Contents

Efficient time-travel on versioned text collections

Klaus Berberich , Srikanta Bedathur and Gerhard Weikum

Abstract


The availability of versioned text collections such as the Internet Archive opens up opportunities for time-aware exploration of their contents. In this paper, we propose time-travel retrieval and ranking that extends traditional keyword queries with a temporal context in which the query should be evaluated. More precisely, the query is evaluated over all states of the collection that existed during the temporal context. In order to support these queries, we make key contributions in (i) defining extensions to well-known relevance models that take into account the temporal context of the query and the version history of documents, (ii) designing an immortal index over the full versioned text collection that avoids a blowup in index size, and (iii) making the popular NRA algorithm for top-k query processing aware of the temporal context. We present preliminary experimental analysis over the English Wikipedia revision history showing that the proposed techniques are both effective and efficient.


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ISBN 978-3-88579-197-3


Last changed 04.10.2013 18:13:27