Abstract
This paper describes a novel intellectual structure for the subject space of material designed for selective autodidactic learning in a large knowledge base. This structure is based on a systematic theory-driven connection of categorical and factual knowledge. It is further based on the idea, that relevant subjects in such a system should be propositions, represented as categorical relationships. Informal inferences between concept hierarchies and categorical relationships are presented. The structure is implemented in a system for training of art conservators in diagnostic knowledge. Multiple systematic ways are implemented to give the user access and overview over large amounts of such subject propositions, that try to overcome the typical mismatch between a user-formulated request and the terms understood by the system, and the general disorientation of users in larger electronic media. The system is right now being presented to users with a first small population of cases.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Draft Standard for Learning Object Metadata, Version 6.4, Institute of Electrical and Electronics Engineering, Inc. (IEEE), IEEE P1484.12.1/D6.4, New York, March 4 (2002)
Mylopoylos, J., Borgida, A., Jarke, M., Koubarakis, M.: Telos: Representing Knowledge about Information Systems. ACM Transactions on Information Systems 8(4) (1990)
Analyti, A., Spyratos, N., Constantopoulos, P., Doerr, M.: Inheritance under Participation Constraints and Disjointness. In: Proceedings of the 8th European-Japanese Conference on Information Modelling and Knowledge Bases, Tampere, May 1998, pp. 269–287 (1998)
Guizzardi, G., Herre, H., Wagner, G.: On the General Ontological Foundations of Conceptual Modeling. In: Spaccapietra, S., March, S.T., Kambayashi, Y. (eds.) ER 2002. LNCS, vol. 2503, p. 65. Springer, Heidelberg (2002)
Analyti, A., Spyratos, N., Constantopoulos, P.: Deriving and Retrieving Contextual Categorical Information through Instance Inheritance. Fundamenta Informaticae 33, 1–37 (1998)
Doerr, M., Plexousakis, D., Bekiari, C.: A Metamodel for Part-Whole Relationships for Reasoning on Missing Parts and Reconstruction. In: Kunii, H.S., Jajodia, S., Solvberg, A. (eds.) 20th International Conference on Conceptual Modeling, Conceptual Modeling, ER 2001, pp. 412–425. Springer, Berlin (2001) ISBN 3- 540-42866-6
Lakoff, G.: Women, Fire, and Dangerous Things: What Categories Reveal about the Mind. University of Chicago Press, Chicago (1987)
Doerr, M.: Reference Information Acquisition and Coordination. In: ASIS 1997 –Digital Collections: Implications for Users, Funders, Developers and Maintainers, Proceedings of the 60th Annual Meeting of the American Society for Information Sciences, Washington, November 1- 6, vol. 34, pp. 295–312. Information Today Inc., Medford (1997) ISBN 1-57387-048-X
Streitz, N.A., Haake, J.M., Hannemann, J., Lemke, A.C., Schuler, W., Schütt, H.A., Thüring, M.: SEPIA: A Cooperative Hypermedia Authoring Environment. In: Proceedings of the 2nd ACM Conference on Hypertext (Hypertext 1989), pp. 343–364 (1989)
Streitz, N.A., Haake, J.M., Hannemann, J., Lemke, A.C., Schuler, W., Schütt, H.A., Thüring, M.: SEPIA: A Cooperative Hypermedia Authoring Environment. In: Proceedings of the 4th ACM Conference on Hypertext (ECHT 1989), Milan, pp. 112–264 (1992)
Hayes, P. (ed.): RDF Semantics - World Wide Web Consortium Proposed Recommendation, December 15 (2003), http://www.w3.org/TR/2003/PR-rdf-mt-20031215
Crofts, N., Doerr, M., Gill, T., Stiff, M. (eds.): Definition of the CIDOC object-oriented Conceptual Reference Model (version 3.2) (September 2001), http://cidoc.ics.forth.gr (This document is the source for ISO/CD 21127)
Karvounarakis, G., Christophides, V., Plexousakis, D., Alexaki, S.: Querying RDF Descriptions for Community Web Portals. In: Proc. of the 17 France National Conf. on Databases BDA. Agadir, Maroc., October 29 - November 2 (2001), http://139.91.183.30:9090/RDF/publications/sigmod2000.html
Advanced Distributed Learning (ADL). Sharable Content Object Reference Model (SCORM®), Version 1.3 Working Draft 1 (2003), http://web.syr.edu/~jqin/LO/LOV/index.html
Baker, T.: A Grammar of Dublin Core. D-Lib. Magazine 6(10) (2000)
Le Boeuf, P.: FRBR and further. Cataloging & Classification Quarterly 32(4), 15–52 (2001) ISSN 0163-9374
Welty, C., Jenkins, J.: Formal Ontology for Subject. Knowledge and Data Engineering 31(2), 155–182 (1999)
Smith, T.R., Ancona, D., Buchel, O., Freeston, M., Heller, W., Nottrott, R., Tierney, T., Ushakou, A.: The ADEPT Concept-Based Digital Learning Environment. In: Koch, T., Sølvberg, I.T. (eds.) ECDL 2003. LNCS, vol. 2769, pp. 300–312. Springer, Heidelberg (2003)
Hazewinkel, M.: Enriched Thesauri and their Uses in Information Retrieval and Storage. In: First DELOS Workshop, An Overview on Projects and Research Activities in Digital Library Related Fields, ERCIM Workshop Proceedings Sophia Antipolis, March 4-6, No. (97-W001) (1996)
Constantopoulos, P., Doerr, M.: The semantic index system: A brief presentation. Heraklion - Crete, Greece: FORTH, Institute of Computer Science, Information Systems and Software Technology Group - Working Paper #6 (1993)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Doerr, M. (2005). Modelling Learning Subjects as Relationships. In: Grieser, G., Tanaka, Y. (eds) Intuitive Human Interfaces for Organizing and Accessing Intellectual Assets. Lecture Notes in Computer Science(), vol 3359. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-32279-5_14
Download citation
DOI: https://doi.org/10.1007/978-3-540-32279-5_14
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-24465-3
Online ISBN: 978-3-540-32279-5
eBook Packages: Computer ScienceComputer Science (R0)