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Evolving and validating annotations in web-based collaborative environments through ontology matching

Published: 26 March 2012 Publication History

Abstract

The research presented in this paper describes an automated approach for extracting concepts from annotated shared contents within a collaborative web environment, and matching them with domain ontologies. Feedback on the domain ontology suitability for the environment purposes is provided as a result of the automatic matching between the domain ontology and the free tags that users of the system employ. This approach will enable annotations and domain ontologies to evolve coherently with the real use of any social web environment. Experiments carried out on the Knowledge Practice Environment of the EU-funded project KP-Lab demonstrate the feasibility of our approach.

References

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J. Euzenat and P. Shvaiko. Ontology Matching. Springer, 2007.
[3]
A. Locoro, V. Mascardi, and A-M. Scapolla. NLP and Ontology Matching - A Successful Combination for Trialogical Learning. In ICAART 2010, pages 253--258, 2010.
[4]
Christopher D. Manning and Hinrich Schütze. Foundations of Statistical Natural Language Processing. The MIT Press, 1999.
[5]
V. Mascardi, A. Locoro, and P. Rosso. Automatic ontology matching via upper ontologies: A systematic evaluation. IEEE Trans. Knowl. Data Eng., 22: 609--623, 2010.
[6]
S. Paavola and K. Hakkarainen. From meaning making to joint construction of knowledge practices and artefacts - a trialogical approach to CSCL. In CSCL2009, pages 83--92, 2009.

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  1. Evolving and validating annotations in web-based collaborative environments through ontology matching

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      cover image ACM Conferences
      SAC '12: Proceedings of the 27th Annual ACM Symposium on Applied Computing
      March 2012
      2179 pages
      ISBN:9781450308571
      DOI:10.1145/2245276
      • Conference Chairs:
      • Sascha Ossowski,
      • Paola Lecca

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      Association for Computing Machinery

      New York, NY, United States

      Publication History

      Published: 26 March 2012

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      Author Tags

      1. automated and adaptive annotation
      2. collaborative web tools
      3. domain ontologies evolution
      4. trialogical learning

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      SAC 2012
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      SAC 2012: ACM Symposium on Applied Computing
      March 26 - 30, 2012
      Trento, Italy

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      SAC '12 Paper Acceptance Rate 270 of 1,056 submissions, 26%;
      Overall Acceptance Rate 1,650 of 6,669 submissions, 25%

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