Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Metadata aggregation and "automated digital libraries": a retrospective on the NSDL experience
Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries
Application profiles: exposing and enforcing metadata quality
DCMI '07 Proceedings of the 2007 international conference on Dublin Core and Metadata Applications: application profiles: theory and practice
Orchestrating metadata enhancement services: introducing Lenny
International Journal of Metadata, Semantics and Ontologies
A lightweight metadata quality tool
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Improving metadata quality: augmentation and recombination
DCMI '04 Proceedings of the 2004 international conference on Dublin Core and metadata applications: metadata across languages and cultures
Orchestrating metadata enhancement services: introducing Lenny
DCMI '05 Proceedings of the 2005 international conference on Dublin Core and metadata applications: vocabularies in practice
Collection/item metadata relationships
DCMI '08 Proceedings of the 2008 International Conference on Dublin Core and Metadata Applications
Answering the call for more accountability: applying data profiling to museum metadata
DCMI '08 Proceedings of the 2008 International Conference on Dublin Core and Metadata Applications
A conceptual framework for metadata quality assessment
DCMI '08 Proceedings of the 2008 International Conference on Dublin Core and Metadata Applications
An ActOn-based semantic information service for Grids
Future Generation Computer Systems
Principle violations revisiting the Dublin Core 1:1 Principle
Proceedings of the 73rd ASIS&T Annual Meeting on Navigating Streams in an Information Ecosystem - Volume 47
A user-centred approach to metadata design
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Journal of Information Science
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Using a commercially available visual graphical analysis tool, the National Science Digital Library (NSDL) has developed techniques to expedite evaluation of large batches of metadata. These techniques allow efficient and thorough review of large quantities of XML metadata, thus enabling the focus of limited resources on evaluation and manipulation tasks that are most important in our context. In the NSDL, metadata is evaluated for aggregation, but these techniques are applicable to any situation where batches of metadata need to be evaluated. This paper discusses the motivations for this approach and the techniques themselves.