We present a decomposition-based approach to managing incomplete information. We introduce world-set decompositions (WSDs), a space-efficient and complete representation system for finite sets of worlds. We study the problem of efficiently evaluating relational algebra queries on world-sets represented by WSDs. We also evaluate our technique experimentally in a large census data scenario and show that it is both scalable and efficient.
%0 Conference Paper
%1 Antova200710106Worlds
%A Antova, Lyublena
%A Koch, Christoph
%A Olteanu, Dan
%D 2007
%J Data Engineering, 2007. ICDE 2007. IEEE 23rd International Conference on
%K pdm
%P 606--615
%T 10106Worlds and Beyond: Efficient Representation and Processing of Incomplete Information
%U http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=4221709
%X We present a decomposition-based approach to managing incomplete information. We introduce world-set decompositions (WSDs), a space-efficient and complete representation system for finite sets of worlds. We study the problem of efficiently evaluating relational algebra queries on world-sets represented by WSDs. We also evaluate our technique experimentally in a large census data scenario and show that it is both scalable and efficient.
@inproceedings{Antova200710106Worlds,
abstract = {We present a decomposition-based approach to managing incomplete information. We introduce world-set decompositions (WSDs), a space-efficient and complete representation system for finite sets of worlds. We study the problem of efficiently evaluating relational algebra queries on world-sets represented by WSDs. We also evaluate our technique experimentally in a large census data scenario and show that it is both scalable and efficient.},
added-at = {2009-03-12T15:42:50.000+0100},
author = {Antova, Lyublena and Koch, Christoph and Olteanu, Dan},
biburl = {https://www.bibsonomy.org/bibtex/2db902ceec3e1426743ec8542cfffcda4/lillejul},
citeulike-article-id = {1419513},
interhash = {ed2cc787d6ce958ea21529dd2d701ffb},
intrahash = {db902ceec3e1426743ec8542cfffcda4},
journal = {Data Engineering, 2007. ICDE 2007. IEEE 23rd International Conference on},
keywords = {pdm},
pages = {606--615},
posted-at = {2007-06-28 13:57:04},
priority = {1},
timestamp = {2009-03-12T15:42:53.000+0100},
title = {10106Worlds and Beyond: Efficient Representation and Processing of Incomplete Information},
url = {http://ieeexplore.ieee.org/xpls/abs\_all.jsp?arnumber=4221709},
year = 2007
}