Skip to main content
SpringerLink
Log in
Book cover

OTM Confederated International Conferences "On the Move to Meaningful Internet Systems"

OTM 2002: On the Move to Meaningful Internet Systems 2002: CoopIS, DOA, and ODBASE pp 1186–1204Cite as

Usage-Oriented Evolution of Ontology-Based Knowledge Management Systems

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2519))

Abstract

In this paper, we present a novel approach for the management of the ontology-based knowledge management system. It extends our previous work in the ontology evolution by taking into account the usage of the ontology in the knowledge management system. The approach is mainly based on the analysis of the users’ behaviour in two phases of a knowledge management cycle: (i) in providing knowledge by analysing the quality of annotations and (ii) in searching for knowledge by analysing users’ queries and the responses from the knowledge repository. This analysis results in the recommendations for changes in the underlying ontology, the annotations and/or the knowledge repository in order to make the whole system more efficient. We present two short case studies.

This is a preview of subscription content, log in via an institution.

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Woods, W.: Knowledge Management Needs Effective Search Technology, Sun Journal, March (1998)

    Google Scholar 

  2. Wordmap-the platform for consistent naming and description throughout the enterprise, white-paper, Wordmap Ltd, UK, http://www.wordmap.com/downloads/wordmap_whitepaper.pdf, (2002)

  3. Guarino, N., Masolo, C., Vetere, G.: OntoSeek: Content-Based Access to the Web, IEEE Intelligent Systems, 14(3) (1999) 70–80

    Article  Google Scholar 

  4. Staab, S., Schnurr, H.-P., Studer, R., Sure, Y.: Knowledge Processes and Ontologies, IEEE Intelligent Systems, 16(1) (2001)

    Google Scholar 

  5. Handschuh, S., Staab, S.: Authoring and Annotation of Web Pages in CREAM, Proceedings of the Eleventh International World Wide Web Conference WWW-2002, Hawaii, (2002)

    Google Scholar 

  6. Stojanovic, N., Maedche, A., Staab, S., Studer, R., Sure, Y.: SEAL — A Framework for Developing SEmantic PortALs, ACM K-CAP 2001, Vancouver, October, (2001)

    Google Scholar 

  7. Stojanovic, N., Stojanovic, L.: Evolution in ontology-based knowledge management systems, ECIS 2002-The European Conference on Information Systems, Gdañsk, Poland (2002)

    Google Scholar 

  8. Stojanovic, L., Maedche, A., Motik, B., Stojanovic, N.: User-driven Ontology Evolution Management, Proceedings of the 13th European Conference on Knowledge Engineering and Knowledge Management EKAW, Madrid, Spain, (2002)

    Google Scholar 

  9. Hardless, C., Lindgren, R., Nulden, U., Pessi, K.: The Evolution of knowledge management system need to be managed, http://www.viktoria_informatik.gu.se/groups/KnowledgeManagement/Documents/kmman.pdf, (2000)

  10. Probst, G., Raub, R., Romhardt, K., Doughty, H.: Managing Knowledge: Building Blocks for Success, Prentice Hall (1999)

    Google Scholar 

  11. Decker, S., Erdmann, M., Fensel, D., and Studer, R.: Ontobroker: Ontology Based Access to Distributed and Semi-Structured Information. In R. Meersman et al., (eds.): Database Semantics: Semantic Issues in Multimedia Systems, Kluwer Academic Publisher (1999) 351–369

    Google Scholar 

  12. Kobayashi, M., Takeda, K.: Information retrieval on the Web, IBM Research Report, RT0347, April (2000)

    Google Scholar 

  13. Tallis, M., Gil, Y.: Designing Scripts to Guide Users in Modifying Knowledge-based Systems, AAAI/IAAI (1999) 242–249

    Google Scholar 

  14. Foo, N.: Ontology Revision, In Conceptual Structures; Third International Conference, 16–31. Berlin: Springer-Verlag (1995)

    Google Scholar 

  15. Maedche, A., Stojanovic, L., Stojanovic, N.: A Framework for Change Discovery in Ontology-based Systems. Second International Workshop on Evolution and Change in Data Management (ECDM 2002), held in conjunction with the 21st International Conference on Conceptual Modelling, ER 2002, Tampere, Finland

    Google Scholar 

  16. Wen, J.-R., Nie, J.-Y. and Zhang, H.-J.: Clustering User Queries of a Search Engine. WWW 10, May 1-5, Hong Kong (2001)

    Google Scholar 

  17. Kusza, T.: Knowledge Management Process Model, Espoo’01, Technical Research Centre of Finland, VTT Publications 455, (2001)

    Google Scholar 

  18. NSF Planning Workshop on Distributed Knowledge Work Environments: Digital Libraries, March 9-11, Santa Fe, New Mexico (1997)

    Google Scholar 

  19. Hersh, W., Elliot, D., Hickam, D., Wolf, S., Molnar, A., Leichtenstien, C.: Towards New Measures of Information Retrieval Evaluation, SIGR1995, (1995) 164–170

    Google Scholar 

  20. Saracevic, T.: Digital Library Evaluation: Toward Evolution of Concepts, Library Trends, 49,(2) Special issue on Evaluation of Digital Libraries (2000) 350–369

    Google Scholar 

  21. Heflin, J.: Towards the Semantic Web: Knowledge Representation in a Dynamic, Distributed Environment, Ph.D. Thesis, University of Maryland, College Park, (2001)

    Google Scholar 

  22. Klein, M., Fensel, D.: Ontology versioning for the Semantic Web, Proc. International Semantic Web Working Symposium (SWWS), USA, July, (2001)

    Google Scholar 

  23. Franconi, E., Grandi, F., Mandreoli, F.: A semantic approach for schema evolution and versioning in object-oriented databases, Proc. CL2000, (2000)

    Google Scholar 

  24. Noy, N. F., Klein, M.: Ontology Evolution: Not the Same as Schema Evolution, SMI technical report, SMI-2002-0926, (2002)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Institute AIFB, University of Karlsruhe, 76128, Karlsruhe, Germany

    Nenad Stojanovic

  2. FZI - Research Center for Information Technology at the University of Karlsruhe, Haid-und-Neu-Str. 10-14, 76131, Karlsruhe, Germany

    Ljiljana Stojanovic

Authors
  1. Nenad Stojanovic
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Ljiljana Stojanovic
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. DOA Institute, p/a Leeuwlantstraat 83, 2100, Antwerp, Belgium

    Robert Meersman

  2. RMIT University School of Computer Science and IT, GPO Box 2476V, VIC 3001, Melbourne, Australia

    Zahir Tari

Rights and permissions

Reprints and permissions

Copyright information

© 2002 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Stojanovic, N., Stojanovic, L. (2002). Usage-Oriented Evolution of Ontology-Based Knowledge Management Systems. In: Meersman, R., Tari, Z. (eds) On the Move to Meaningful Internet Systems 2002: CoopIS, DOA, and ODBASE. OTM 2002. Lecture Notes in Computer Science, vol 2519. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36124-3_75

Download citation

  • DOI: https://doi.org/10.1007/3-540-36124-3_75

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-00106-5

  • Online ISBN: 978-3-540-36124-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics

Search

Navigation