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Automatic and Manual Annotation Using Flexible Schemas for Adaptation on the Semantic Desktop

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Innovative Approaches for Learning and Knowledge Sharing (EC-TEL 2006)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4227))

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Abstract

Adaptive Hypermedia builds upon the annotation and adaptation of content. As manual annotation has proven to be the main bottleneck, all means for supporting it by reusing automatically generated metadata are helpful. In this paper we discuss two issues. The first is the integration of a generic AH authoring environment MOT into a semantic desktop environment. In this setup, the semantic desktop environment provides a rich source of automatically generated meta-data, whilst MOT provides a convenient way to enhance this meta-data manually, as needed for an adaptive course environment. Secondly, we also consider the issue of source schema heterogeneity, especially during the automatic metadata generation process, as semantic desktop metadata are generated through a lot of different tools and at different times, so that schemas are overlapping and evolving. Explicitly taking into account all versions of these schemas would require a combinatorial explosion of generation rules. This paper investigates a solution to this problem based on malleable schemas, which allow metadata generation rules to flexibly match different versions of schemas, and can thus cope with the heterogeneous and evolving desktop environment.

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References

  1. Beagle, http://beaglewiki.org/Main_Page

  2. Beagle++, http://www.kbs.uni-hannover.de/beagle++/wiki/pmwiki.php

  3. Brusilovsky, P.: Adaptive Educational Hypermedia: From generation to generation. In: Proceedings of 4th Hellenic Conference on Information and Communication Technologies in Education, Athens, Greece, September 29 - October 3, pp. 19–33 (2004)

    Google Scholar 

  4. Buneman, P., Davidson, S., Kosky, A.: Theoretical Aspects of Schema Merging. In: Pirotte, A., Delobel, C., Gottlob, G. (eds.) EDBT 1992. LNCS, vol. 580, pp. 152–167. Springer, Heidelberg (1992)

    Chapter  Google Scholar 

  5. Chirita, P.-A., Costache, S., Nejdl, W., Paiu, R.: Beagle + + : Semantically enhanced searching and ranking on the desktop. In: Sure, Y., Domingue, J. (eds.) ESWC 2006. LNCS, vol. 4011, pp. 348–362. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  6. Chirita, P.A., Gavriloaie, R., Ghita, S., Nejdl, W., Paiu, R.: Activity based metadata for semantic desktop search. In: Gómez-Pérez, A., Euzenat, J. (eds.) ESWC 2005. LNCS, vol. 3532, pp. 439–454. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  7. Cristea, A.I., Smits, D., De Bra, P.: Writing MOT, Reading AHA! - converting between an authoring and a delivery system for adaptive educational hypermedia. In: A3EH Workshop, AIED 2005, Amsterdam, The Netherlands (July 2005)

    Google Scholar 

  8. Cristea, A.I., De Mooij, A.: Adaptive Course Authoring: My Online Teacher. In: Proceedings of ICT 2003, Papeete, French Polynesia (2003)

    Google Scholar 

  9. Cristea, A., De Mooij, A.: AOS: Layered WWW AHS Authoring Model and its corresponding Algebraic Operators. In: Proceedings of WWW 2003, Alternate Education track, Budapest, Hungary. ACM, New York (2003)

    Google Scholar 

  10. Cristea, A.I., Aroyo, L.: Adaptive Authoring of Adaptive Educational Hypermedia. In: De Bra, P., Brusilovsky, P., Conejo, R. (eds.) AH 2002. LNCS, vol. 2347, pp. 122–132. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  11. Dong, X., Halevy, A.: Malleable Schemas. In: WebDB 2005, Baltimore Maryland. ACM, New York (2005), uhasselt.be/papers/P-8.pdf

    Google Scholar 

  12. Gardarin, G., Dang-Ngoc, T.-T.: Mediating the Semantic Web. 4th journal on extraction and management of knowledge, Clermont Ferrand, Université Blaise Pascal (January 20-23, 2004), http://georges.gardarin.free.fr/Articles/MediatingtheSemanticWeb.pdf

  13. Ghita, S., Nejdl, W., Paiu, R.: Semantically rich recommendations in social networks for sharing, exchanging and ranking semantic context. In: Gil, Y., Motta, E., Benjamins, V.R., Musen, M.A. (eds.) ISWC 2005. LNCS, vol. 3729, pp. 293–307. Springer, Heidelberg (2005)

    Chapter  Google Scholar 

  14. He, B., Chang, C.-C.: Statistical schema integration across the deep web. In: Proc. of SIGMOD (2003)

    Google Scholar 

  15. MOT homepage, http://wwwis.win.tue.nl/~acristea/mot.html

  16. Pottinger, R.A.: Processing Queries and Merging Schemas in Support of Data Integration, PhD thesis, University of Washington, US (2004), www.cs.ubc.ca/~rap/publications/thesis.pdf

  17. RDF, http://www.w3.org/RDF/

  18. Schlieder, T., Naumann, F.: Approximate tree embedding for quering cml data. In: ACM SIGIR Workshop on CML and Information Retrieval

    Google Scholar 

  19. Sesame, http://www.openrdf.org/

  20. Shasha, D., Wang, J., Shan, H., Zhang, K.: Atreegrep: Approximate searching in unordered trees. In: Proc. of International Conference on Scientific and Statistical DB Management, pp. 89–98 (2002)

    Google Scholar 

  21. Semantic Desktop, http://www.semanticdesktop.org/

  22. Simon, B., Dolog, P., Miklós, Z., Olmedilla, D., Sintek, M.: Conceptualising Smart Spaces for Learning. Journal of Interactive Media in Education (9) (2004), (Special Issue on the Educational Semantic Web), http://www-jime.open.ac.uk/2004/9 ISSN: 1365-893X

  23. Velegrakis, Y., Miller, R.J., Popa, L.: Mapping Adaptation under Evolving Schemas, with Yannis Velegrakis and Renee J. In: VLDB 2003, Berlin, Germany, pp. 584–595 (September 2003) (full version in VLDB Journal), http://www.almaden.ibm.com/cs/people/lucian/MappingAdaptation_VLDB03.pdf

  24. Wordnet, http://www.cogsci.princeton.edu/wn/

  25. Zhang, K., Wang, J., Shasha, D.: On the editing distance between undirected acyclic graphs and related problems. In: Proc. of International Symposium on Combinatorial Pattern Matching (1998)

    Google Scholar 

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Cristea, A., Hendrix, M., Nejdl, W. (2006). Automatic and Manual Annotation Using Flexible Schemas for Adaptation on the Semantic Desktop. In: Nejdl, W., Tochtermann, K. (eds) Innovative Approaches for Learning and Knowledge Sharing. EC-TEL 2006. Lecture Notes in Computer Science, vol 4227. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11876663_9

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  • DOI: https://doi.org/10.1007/11876663_9

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-45777-0

  • Online ISBN: 978-3-540-46234-7

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