poster

Generating summaries for ontology search

Authors:

Gong Cheng,

Weiyi Ge,

Yuzhong QuAuthors Info & Claims

WWW '11: Proceedings of the 20th international conference companion on World wide web

Pages 27 - 28

https://doi.org/10.1145/1963192.1963207

Published: 28 March 2011 Publication History

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Abstract

This poster proposes a novel approach for generating summaries for ontology search. Following previous work, we define ontology summarization as the problem of ranking and selecting RDF sentences, for which we examine three aspects. Firstly, to assess the salience of RDF sentences in an ontology, we devise a bipartite graph model for representing the ontology and analyze random walks on this graph. Secondly, to reflect how an ontology is matched with user needs expressed via keyword queries, we incorporate query relevance into the selection of RDF sentences. Finally, to improve the unity of a summary, we optimize its cohesion in terms of the connections between constituent RDF sentences. We have implemented an online prototype system called Falcons Ontology Search.

References

[1]

. Lempel and S. Moran. SALSA: The stochastic approach for link-structure analysis. phACM Trans. Inf. Syst., 19(2):131--160, April 2001.

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[2]

. Zhang, G. Cheng, and Y. Qu. Ontology summarization based on rdf sentence graph. In phProc. WWW, pages 707--716, May 2007.

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Cited By

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Wang XChen JLi SCheng GPan JKharlamov EQu Y(2019)A Framework for Evaluating Snippet Generation for Dataset SearchThe Semantic Web – ISWC 201910.1007/978-3-030-30793-6_39(680-697)Online publication date: 17-Oct-2019
https://doi.org/10.1007/978-3-030-30793-6_39
Sydow MPikuła MSchenkel R(2013)The notion of diversity in graphical entity summarisation on semantic knowledge graphsJournal of Intelligent Information Systems10.1007/s10844-013-0239-641:2(109-149)Online publication date: 1-Oct-2013
https://dl.acm.org/doi/10.1007/s10844-013-0239-6
Jiang XZhang XGui WGao FWang PZhou F(2012)Summarizing Semantic Associations Based on Focused Association GraphAdvanced Data Mining and Applications10.1007/978-3-642-35527-1_47(564-576)Online publication date: 2012
https://doi.org/10.1007/978-3-642-35527-1_47
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Information

Published In

WWW '11: Proceedings of the 20th international conference companion on World wide web

March 2011

552 pages

ISBN:9781450306379

DOI:10.1145/1963192

General Chairs:
S. Sadagopan
IIIT-Bangalore, India
,
Krithi Ramamritham
IIT-Bombay, India
,
Arun Kumar
IBM Research, India
,
M. P. Ravindra
Infosys E & R, India
,
Program Chairs:
Elisa Bertino
Purdue University, USA
,
Ravi Kumar
Yahoo! Research, USA

In-Cooperation

SIGWEB: ACM Special Interest Group on Hypertext, Hypermedia, and Web
The International Institute of Information Technology Bangalore: The International Institute of Information Technology Bangalore

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 28 March 2011

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WWW '11

WWW '11: 20th International World Wide Web Conference

March 28 - April 1, 2011

Hyderabad, India

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Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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Wang XChen JLi SCheng GPan JKharlamov EQu Y(2019)A Framework for Evaluating Snippet Generation for Dataset SearchThe Semantic Web – ISWC 201910.1007/978-3-030-30793-6_39(680-697)Online publication date: 17-Oct-2019
https://doi.org/10.1007/978-3-030-30793-6_39
Sydow MPikuła MSchenkel R(2013)The notion of diversity in graphical entity summarisation on semantic knowledge graphsJournal of Intelligent Information Systems10.1007/s10844-013-0239-641:2(109-149)Online publication date: 1-Oct-2013
https://dl.acm.org/doi/10.1007/s10844-013-0239-6
Jiang XZhang XGui WGao FWang PZhou F(2012)Summarizing Semantic Associations Based on Focused Association GraphAdvanced Data Mining and Applications10.1007/978-3-642-35527-1_47(564-576)Online publication date: 2012
https://doi.org/10.1007/978-3-642-35527-1_47
Bachir Bouiadjra ABenslimane S(2011)FOEval: Full ontology evaluation2011 7th International Conference on Natural Language Processing and Knowledge Engineering10.1109/NLPKE.2011.6138244(464-468)Online publication date: Nov-2011
https://doi.org/10.1109/NLPKE.2011.6138244
Cheng GJi FLuo SGe WQu Y(2011)BipRankProceedings of the 2011 joint international conference on The Semantic Web10.1007/978-3-642-29923-0_15(226-241)Online publication date: 4-Dec-2011
https://dl.acm.org/doi/10.1007/978-3-642-29923-0_15

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Ontology summarization based on rdf sentence graph

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