Metadata Quality, Utility and the Semantic Web: The Case of Learning Resources and Achievement Standards

ABSTRACT This article explores metadata quality issues in the creation and encoding of mappings or correlations of educational resources to K-12 achievement standards and the deployment of the metadata generated on the Semantic Web. The discussion is framed in terms of quality indicia derived from empirical studies of metadata in the Web environment. A number of forces at work in determining the quality of correlations metadata are examined including the nature of the emerging Semantic Web metadata ecosystem itself, the reliance on string values in metadata to identify achievement standards, the growing complexity of the standards environment, and the misalignment in terms of granularity between resource and declared objectives.

[1]  Thomas Baker,et al.  A Grammar of Dublin Core , 2000, D Lib Mag..

[2]  Diane I. Hillmann,et al.  The Continuum of Metadata Quality: Defining, Expressing, Exploiting , 2004 .

[3]  William E. Moen,et al.  The Role of Content Analysis in Evaluating Metadata for the U.S. Government Information Locator Service (GILS): Results from an Exploratory Study , 1997 .

[4]  Peter J. Denning,et al.  A nation at risk: the imperative for educational reform , 1983, CACM.

[5]  Sarah Currier,et al.  Building Quality Assurance into Metadata Creation: An Analysis based on the Learning Objects and e-Prints Communities of Practice , 2003, Dublin Core Conference.

[6]  Marieke Guy,et al.  Improving the quality of metadata in eprint archives , 2004 .

[7]  Soo Young Rieh Judgement of information quality and cognitive authority in the Web , 2002 .

[8]  John S. Kendall The Use of Metadata for the Identification and Retrieval of Resources for K-12 Education , 2003, Dublin Core Conference.

[9]  Mikael Nilsson,et al.  Semantic Web Meta-data for e-Learning : Some Architectural Guidelines , 2002, WWW 2002.

[10]  J T Kelly,et al.  Assessing quality. , 1988, JAMA.

[11]  N. Roberts,et al.  Second-hand knowledge: An inquiry into cognitive authority: P. Wilson. London: Greenwood Press, 1983. 210 pp. ISBN 0 313 23763 8. £28.95. , 1985 .

[12]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[13]  Soo Young Rieh Judgment of information quality and cognitive authority in the Web , 2002, J. Assoc. Inf. Sci. Technol..

[14]  Diane Hillmann,et al.  Improving Metadata Quality: Augmentation and Recombination , 2004, Dublin Core Conference.

[15]  Les Gasser,et al.  Metadata Quality For Federated Collections , 2004, ICIQ.