Coreference aware web object retrieval

Dalton, J, Blanco Gonzalez, R and Mika, P 2011, 'Coreference aware web object retrieval', in Proceedings of the 20th ACM international conference on Information and knowledge management 2011, Glasgow, Scotland, 24-28 October 2011, pp. 211-220.

Document type: Conference Paper
Collection: Conference Papers

Title Coreference aware web object retrieval
Author(s) Dalton, J
Blanco Gonzalez, R
Mika, P
Year 2011
Conference name CIKM '11
Conference location Glasgow, Scotland
Conference dates 24-28 October 2011
Proceedings title Proceedings of the 20th ACM international conference on Information and knowledge management 2011
Publisher ACM
Place of publication United States
Start page 211
End page 220
Total pages 10
Abstract As user demands become increasingly sophisticated, search engines today are competing in more than just returning document results from the Web. One area of competition is providing web object results from structured data extracted from a multitude of information sources. We address the problem of performing keyword retrieval over a collection of objects containing a large degree of duplication as different Web-based information sources provide descriptions of the same object. We develop a method for coreference aware retrieval that performs topic-specific coreference resolution on retrieved objects in order to improve object search results. Our results demonstrate that coreference has a significant impact on the effectiveness of retrieval in the domain of local search. Our results show that a coreference aware system outperforms naive object retrieval by more than 20% in P5 and P10.
Subjects Information and Computing Sciences not elsewhere classified
DOI - identifier 10.1145/2063576.2063612
Copyright notice © 2011 ACM
ISBN 9781450307178
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