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A distance-based spelling suggestion method for XML keyword search

Published: 15 October 2012 Publication History

Abstract

We study the spelling suggestion problem for keyword search on XML documents. To address the problems in existing work, we propose a distance-based approach to suggesting meaningful query candidates for an issued query. Our approach uses distance to measure the relationship between keyword matching nodes, and ranks a candidate higher if there are closely-related nodes in the database that match the candidate. We design an efficient algorithm to generate top-k query candidates. Experiments with real datasets verified the effectiveness and efficiency of our approach.

References

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Bao, Z., Ling, T.W., Chen, B., Lu, J.: Effective XML keyword search with relevance oriented ranking. In: ICDE, pp. 517-528 (2009).
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Bocek, T., Hunt, E., Stiller, B.: Fast Similarity Search in Large Dictionaries. Technical Report ifi-2007.02, Department of Informatics. University of Zurich (April 2007).
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Guo, L., Shao, F., Botev, C., Shanmugasundaram, J.: XRANK: Ranked keyword search over XML documents. In: SIGMOD Conference, pp. 16-27 (2003).
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Liu, Z., Walker, J., Chen, Y.: A semantic XML search engine using keywords. In: VLDB, pp. 1330-1333 (2007).
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Lu, Y., Wang, W., Li, J., Liu, C.: XClean: Providing valid spelling suggestions for XML keyword queries. In: ICDE, pp. 661-672 (2011).
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Pu, K.Q., Yu, X.: Keyword query cleaning. PVLDB 1(1), 909-920 (2008).
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Tao, Y., Papadopoulos, S., Sheng, C., Stefanidis, K.: Nearest keyword search in XML documents. In: SIGMOD Conference, pp. 589-600 (2011).
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Termehchy, A., Winslett, M.: Using structural information in XML keyword search effectively. ACM Trans. Database Syst. 36(1), 4 (2011).
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Cited By

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  • (2013)Spelling Suggestion for XML Keyword Search Based on XSketch SynopsisProceedings of International Conference on Information Integration and Web-based Applications & Services10.1145/2539150.2539166(494-502)Online publication date: 2-Dec-2013
  • (2012)Spelling suggestion for XML keyword search based on pairwise keyword summariesProceedings of the 13th international conference on Web Information Systems Engineering10.1007/978-3-642-35063-4_9(114-127)Online publication date: 28-Nov-2012

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Published In

cover image Guide Proceedings
ER'12: Proceedings of the 31st international conference on Conceptual Modeling
October 2012
591 pages
ISBN:9783642340017
  • Editors:
  • Paolo Atzeni,
  • David Cheung,
  • Sudha Ram

Sponsors

  • Springer
  • Universitàdegli Studi Di Brescia: Universitàdegli Studi Di Brescia
  • Universita della Calabria, Rende(CS), Italy
  • Università degli Studi di Milano: Università degli Studi di Milano
  • HP: HP

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 15 October 2012

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Cited By

View all
  • (2013)Spelling Suggestion for XML Keyword Search Based on XSketch SynopsisProceedings of International Conference on Information Integration and Web-based Applications & Services10.1145/2539150.2539166(494-502)Online publication date: 2-Dec-2013
  • (2012)Spelling suggestion for XML keyword search based on pairwise keyword summariesProceedings of the 13th international conference on Web Information Systems Engineering10.1007/978-3-642-35063-4_9(114-127)Online publication date: 28-Nov-2012

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