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Please use this identifier to cite or link to this item: http://hdl.handle.net/1783.1/5999
Title: Reachability indexes for relational keyword search
Authors: Markowetz, Alexander
Yang, Yin
Papadias, Dimitris
Keywords: Keyword search
Reachability indexing
Relational databases
Issue Date: 2009
Citation: Proceedings of the IEEE International Conference on Data Engineering (ICDE), Shanghai, China, March 29-April 2, 2009, p. 1163-1166
Abstract: Due to its considerable ease of use, relational keyword search (R-KWS) has become increasingly popular. Its simplicity, however, comes at the cost of intensive query processing. Specifically, R-KWS explores a vast search space, comprised of all possible combinations of keyword occurrences in any attribute of every table. Existing systems follow two general methodologies for query processing: (i) graph based, which traverses a materialized data graph, and (ii) operator based, which executes relational operator trees on an underlying DBMS. In both cases, computations are largely wasted on graph traversals or operator tree executions that fail to return results. Motivated by this observation, we introduce a comprehensive framework for reachability indexing that eliminates such fruitless operations. We describe a range of indexes that capture various types of join reachability. Extensive experiments demonstrate that the proposed techniques significantly improve performance, often by several orders of magnitude.
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URI: http://hdl.handle.net/1783.1/5999
Appears in Collections:CSE Conference Papers

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