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An ontology based CBR architecture for knowledge management in BULCHINO catalogue

Published: 12 June 2008 Publication History

Abstract

In this paper we present otology-based architecture for knowledge management in BULCHINO web-based catalogue for Bulgarian cultural heritage. Our approach for realizing content-based search and retrieval in the catalogue implies the application of the CBR technology for the representation of metadata characterizations of the cultural objects and the integration of ontology for semantic formalization of these characterizations. We provide an insight of the technical aspects of the architecture by enumerating the technological requirements, where we pay specific attention to the CBR framework jCOLIBRI and its features for implementing concept-based similarity assessment.

References

[1]
Aamodt, A., Plaza, E., Case-base reasoning: Foundational issues, methodological variations, and system approaches, AI Communications, 7(1), 1994, 39--59
[2]
Cataloging Cultural Objects, A guide to Describing Cultural Works and Their Images, 2005, http://www.vraweb.org/ccoweb/cco/index.html (to date)
[3]
C. Abasolo, E. Plaza, and J.-L.Arcos, Components for case-based reasoning systems, Lecture Notes in Computer Science, 2504, 2002
[4]
CATCH project, http://www.nwo.nl/nwohome.nsf/pages/NWOP_5XSKYG (to date)
[5]
CHIP project, http://www.chip-project.org (to date)
[6]
D. Mitev, I. Minov, O. Rahneva, Intelligent components in development environment for e-learning Selbo 2, In Proc. "Science, education and time as our concern", 30 November - 1 December, Smolyan, Bulgaria, 2007 (in Bulgarian)
[7]
Delphi Group, http://www.delphigroup.com (to date)
[8]
Description Logics Reasoners, http://www.cs.man.ac.uk/~sattler/reasoners.html
[9]
Díaz-Agudo, B., González-Calero, P. A., An Architecture for Knowledge Intensive CBR Systems, In Blanzieri, E., Portinale, L., (Eds.): Advances in Case-Based Reasoning (Procs. of the 5th European Workshop on Case-Based Reasoning, EWCBR 2000), Lecture Notes in Artificial Intelligence, 1898, Springer, 2000.
[10]
eCULTURE project, http://e-culture.multimedian.nl (to date)
[11]
FinnOnto project, http://www.seco.tkk.fi/projects/finnonto (to date)
[12]
GAIA Group, http://gaia.fdi.ucm.es/index.html (to date)
[13]
Getty Vocabulary Program, http://www.getty.edu/research/conducting_research/vocabularies (to date)
[14]
HUBUSKA project, http://www.hubuska.com/ (to date)
[15]
J2EE, java.sun.com/j2ee/1.4/docs/tutorial/doc (to date)
[16]
jCOLIBRI Theoretical Foundations, http://gaia.fdi.ucm.es/projects/jcolibri/docs.html/
[17]
Jena Framework, http://jena.sourceforge.net/index.html (to date)
[18]
Juan A. Recio-García, Belén Díaz-Agudo, Pedro A. González-Calero, and Antonio Sánchez, Ontology based CBR with jCOLIBRI, Applications and Innovations in Intelligent Systems XIV. Proceedings of AI-2006, the Twenty-sixth SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, pages 149--162, Cambridge, United Kingdom, December 2006. Springer.
[19]
Juan A. Recio-García, Belén Díaz-AgudoPedro, González-Calero, jCOLIBRI2 Tutorial, Document version 1.1, Jenuary 22, 2008
[20]
Lenz, M., Bartsch-Sporl, B., Burkhard, H., and Wess, S. Case-Based Reasoning Technology -- From Foundation to Applications, Lecture Notes in Artificial Intelligence 1400, Springer Verlag, 1998
[21]
M. Jaczynski and B. Trousse, CBR*Tools: An object-oriented framework for the design and the implementation of case-based reasoners, In Proceedings of the 6th German Workshop on Case-Based Reasoning, 1998
[22]
MICHAEL project, http://www.michael-culture.org/en/about/project (to date)
[23]
OntoBridge, http://gaia.fdi.ucm.es/grupo/projects/ontobridge (to date)
[24]
Orenge, http://www.ovitas.com/PDF/orengeWhitepaper.pdf (to date)
[25]
Pellet, http://pellet.owldl.com (to date)
[26]
Ralph Bergman, Martin Schaaf, On the Relation between Structural Case-Based Reasoning and Ontology-Based Knowledge management, In Proc. of German Workshop On Experience Management, April, 2003
[27]
S. Bogaerts and D. Leake, IUCBRF: A Framework For Rapid And Modular Case-Based Reasoning System Development, November, 2004,
[28]
STICH project, http://www.cs.vu.nl/STITCH (to date)
[29]
Stoyanov S., I. Popchev, D. Chaushkova, M. Trendafilova, A Case based reasoning Approach for Development of Intelligent Services. Journal "Information Technologies and Control", No. 3/2004, Year II, Pp. 31--34, ISSN 1312--2622
[30]
S. Stoyanov, M. Trendafilova, E-Catalogue "Culture-historical heritage and nature objects in Bulgaria", Conference "New education technologies", 16--17 May, 2003, Sofia, 289--298 (in Bulgarian)
[31]
S. Stoyanov, M. Trendafilova, CBR-Search in Electronic Catalogues, In Proc. of the International Conference "Automatics and Informatics '03", vol. 1, Pp. 65--68, 6--8 October, 2003, Sofia, Bulgaria. ISBN 954-9641-34-1
[32]
S. Stoyanov, N. Govedarova, I. Popchev, CBR-based Search in BULCHINO Catalogue, In Proc CS&P'07, vol. 2, Pp 521--533

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  • (2023)Leveraging both Successes and Failures in Case-Based Reasoning for Optimal SolutionsIntelligent Information and Database Systems10.1007/978-981-99-5834-4_3(31-44)Online publication date: 5-Sep-2023
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  • (2018)Semantic Framework for an Efficient Information Retrieval in the E-Government RepositoriesInformation Retrieval and Management10.4018/978-1-5225-5191-1.ch027(631-652)Online publication date: 2018
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cover image ACM Other conferences
CompSysTech '08: Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing
June 2008
598 pages
ISBN:9789549641523
DOI:10.1145/1500879
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 12 June 2008

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Author Tags

  1. BULCHINO
  2. CBR
  3. jCOLIBRI framework
  4. knowledge management

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  • Research-article

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  • Bulgarian Ministry of Education and Science and Research

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Overall Acceptance Rate 241 of 492 submissions, 49%

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Cited By

View all
  • (2023)Leveraging both Successes and Failures in Case-Based Reasoning for Optimal SolutionsIntelligent Information and Database Systems10.1007/978-981-99-5834-4_3(31-44)Online publication date: 5-Sep-2023
  • (2021)Application of ontologies and digital libraries in school educationInformatics and education10.32517/0234-0453-2021-36-10-15-20(15-20)Online publication date: 24-Dec-2021
  • (2018)Semantic Framework for an Efficient Information Retrieval in the E-Government RepositoriesInformation Retrieval and Management10.4018/978-1-5225-5191-1.ch027(631-652)Online publication date: 2018
  • (2017)Intelligent Knowledge Retrieval from Industrial RepositoriesKnowledge Management Strategies and Applications10.5772/intechopen.70724Online publication date: 21-Nov-2017
  • (2015)Semantic Framework for an Efficient Information Retrieval in the E-Government RepositoriesHandbook of Research on Democratic Strategies and Citizen-Centered E-Government Services10.4018/978-1-4666-7266-6.ch011(192-213)Online publication date: 2015
  • (2013)The COLIBRI Platform: Tools, Features and Working ExamplesSuccessful Case-based Reasoning Applications-210.1007/978-3-642-38736-4_5(55-85)Online publication date: 4-Sep-2013
  • (2012)Designing a travel recommendation system using Case-Based Reasoning and domain ontology2012 IEEE 8th International Conference on Intelligent Computer Communication and Processing10.1109/ICCP.2012.6356156(23-30)Online publication date: Aug-2012
  • (2012)An intelligent e-learning scenario for knowledge retrievalProceedings of the 2012 IEEE Global Engineering Education Conference (EDUCON)10.1109/EDUCON.2012.6201041(1-6)Online publication date: Apr-2012
  • (2010)Knowledge Management with Case-Based Reasoning applied on Fire Emergency Handling2010 8th IEEE International Conference on Industrial Informatics10.1109/INDIN.2010.5549654(708-713)Online publication date: Jul-2010

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