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Enhancing semantic search using case-based modular ontology

Authors:

Nesrine Ben Mustapha,

Hajer Baazaoui Zghal,

Marie-Aude Aufaure,

Henda Ben GhezalaAuthors Info & Claims

SAC '10: Proceedings of the 2010 ACM Symposium on Applied Computing

Pages 1438 - 1439

https://doi.org/10.1145/1774088.1774393

Published: 22 March 2010 Publication History

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Abstract

In this paper, we present a semantic search approach based on Case-based modular Ontology. Our work aims to improve ontology-based information retrieval by the integration of the traditional information retrieval, the use of ontology and the case based reasoning (CBR). In fact, our recommender approach uses the CBR with ontology for case representation and indexing. Ontology-based similarity is used to retrieve similar cases and to provide end users with alternative recommendations. The main contribution of this work is the use of a CBR mechanism and an ontological representation for two purposes: Resource Retrieval from Web and ontology enrichment from cases.

References

[1]

Aamodt, A., and Plaza, E. Case-based reasoning: foundational issues, methodological variations, and system approaches. AI Communications 7, 1 (1994), 39--59.

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[2]

Aktas, M., Pierce, M., Fox, G., and Leake, D. A web based conversational case-based recommender system for ontology aided metadata discovery. In Proceedings of the Fifth IEEE/ACM International Workshop on Grid Computing (GRID 2004) (2004), IEEE Computer Society Press.

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[3]

Ben Mustapha, N., Baazaoui Zghal, H., Aufaure, MA. and Ben Ghezala, H. Combining Semantic Search and Ontology Learning for Incremental Web Ontology Engineering, International Workshop on Web Information Systems Modeling (WISM 2009) (Held in conjunction with CAiSE 2009), Amsterdam, juin, 2009.

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Gao, J., and Deng, G. The research of applying domain ontology to case-based reasoning system. In Proceedings of International Conference on Services Systems and Services Management (2005).

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Cited By

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Besbes GBaazaoui-Zghal H(2016)Fuzzy ontology-based Medical Information Retrieval2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)10.1109/FUZZ-IEEE.2016.7737685(178-185)Online publication date: Jul-2016
https://doi.org/10.1109/FUZZ-IEEE.2016.7737685
Cuzzocrea A(2015)Searching Semantic Data WarehousesEncyclopedia of Information Science and Technology, Third Edition10.4018/978-1-4666-5888-2.ch190(1968-1976)Online publication date: 2015
https://doi.org/10.4018/978-1-4666-5888-2.ch190
Pérez-Castillo RCaivano DPiattini M(2014)Ontology-based similarity applied to business process clusteringJournal of Software: Evolution and Process10.1002/smr.165226:12(1128-1149)Online publication date: 1-Dec-2014
https://dl.acm.org/doi/10.1002/smr.1652
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Index Terms

Enhancing semantic search using case-based modular ontology
1. Computing methodologies
  1. Artificial intelligence
    1. Knowledge representation and reasoning

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Information & Contributors

Information

Published In

SAC '10: Proceedings of the 2010 ACM Symposium on Applied Computing

March 2010

2712 pages

ISBN:9781605586397

DOI:10.1145/1774088

Conference Chairs:
Sung Y. Shin
South Dakota State University
,
Sascha Ossowski
University Rey Juan Carlos, Spain
,
Michael Schumacher
University of Applied Sciences Western Switzerland, Switzerland
,
Program Chairs:
Mathew J. Palakal
Indiana University Purdue University
,
Chih-Cheng Hung
Southern Polytechnic State University

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 22 March 2010

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SAC'10: The 2010 ACM Symposium on Applied Computing

March 22 - 26, 2010

Sierre, Switzerland

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SAC '10 Paper Acceptance Rate 364 of 1,353 submissions, 27%;

Overall Acceptance Rate 1,650 of 6,669 submissions, 25%

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Cited By

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Besbes GBaazaoui-Zghal H(2016)Fuzzy ontology-based Medical Information Retrieval2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)10.1109/FUZZ-IEEE.2016.7737685(178-185)Online publication date: Jul-2016
https://doi.org/10.1109/FUZZ-IEEE.2016.7737685
Cuzzocrea A(2015)Searching Semantic Data WarehousesEncyclopedia of Information Science and Technology, Third Edition10.4018/978-1-4666-5888-2.ch190(1968-1976)Online publication date: 2015
https://doi.org/10.4018/978-1-4666-5888-2.ch190
Pérez-Castillo RCaivano DPiattini M(2014)Ontology-based similarity applied to business process clusteringJournal of Software: Evolution and Process10.1002/smr.165226:12(1128-1149)Online publication date: 1-Dec-2014
https://dl.acm.org/doi/10.1002/smr.1652
Baazaoui-Zghal HMustapha NElloumi-Chaabene MMoreno ASanchez D(2013)Semantic Web Search System Founded on Case-Based Reasoning and Ontology LearningKnowledge Discovery, Knowledge Engineering and Knowledge Management10.1007/978-3-642-29764-9_5(72-86)Online publication date: 2013
https://doi.org/10.1007/978-3-642-29764-9_5
Cuzzocrea ASimitsis ADe Virgilio RGeller JCappellari PRoantree M(2012)Searching semantic data warehousesProceedings of the 2nd International Workshop on Semantic Search over the Web10.1145/2494068.2494074(1-5)Online publication date: 27-Aug-2012
https://dl.acm.org/doi/10.1145/2494068.2494074
Mustapha NAufaure MBaazaoui Zghal HBen Ghezala H(2012)Modular ontological warehouse for adaptative information searchProceedings of the 2nd international conference on Model and Data Engineering10.1007/978-3-642-33609-6_9(79-90)Online publication date: 3-Oct-2012
https://dl.acm.org/doi/10.1007/978-3-642-33609-6_9
Lazarinis F(2011)Exploring the effectiveness of information searching tools on Greek museum websitesMuseum Management and Curatorship10.1080/09647775.2011.60393526:4(391-408)Online publication date: Oct-2011
https://doi.org/10.1080/09647775.2011.603935
Ben Mustapha NZghal HAufaure Mben Ghezala H(2010)Semantic search using modular ontology learning and case-based reasoningProceedings of the 2010 EDBT/ICDT Workshops10.1145/1754239.1754243(1-12)Online publication date: 22-Mar-2010
https://dl.acm.org/doi/10.1145/1754239.1754243

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