Generating fuzzy semantic metadata describing spatial relations from images using the R-histogram
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Metaextract: an NLP system to automatically assign metadata
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Automatic extraction of titles from general documents using machine learning
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Automatic extraction of titles from general documents using machine learning
Information Processing and Management: an International Journal
International Journal of Metadata, Semantics and Ontologies
Making metadata go away: "hiding everything but the benefits"
DCMI '04 Proceedings of the 2004 international conference on Dublin Core and metadata applications: metadata across languages and cultures
Automatic metadata generation applications: a survey study
International Journal of Metadata, Semantics and Ontologies
Automatic metadata generation by utilising pre-existing metadata of related resources
International Journal of Metadata, Semantics and Ontologies
Automatically generating high quality metadata by analyzing the document code of common file types
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Automated document metadata extraction
Journal of Information Science
Merging metadata: a sociotechnical study of crosswalking and interoperability
Proceedings of the 10th annual joint conference on Digital libraries
Computer-assisted assignment of educational standards using natural language processing
Journal of the American Society for Information Science and Technology
Metadata inference for document retrieval in a distributed repository
ASIAN'04 Proceedings of the 9th Asian Computing Science conference on Advances in Computer Science: dedicated to Jean-Louis Lassez on the Occasion of His 5th Cycle Birthday
Header metadata extraction from semi-structured documents using template matching
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part II
Automatic metadata mining from multilingual enterprise content
Web Semantics: Science, Services and Agents on the World Wide Web
Automatic generation of SCORM compliant metadata for portable document format files
Proceedings of the 13th International Conference on Computer Systems and Technologies
International Journal of Multimedia Data Engineering & Management
Determining the titles of Web pages using anchor text and link analysis
Expert Systems with Applications: An International Journal
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The poster reports on a project in which we are investigating methods for breaking the human metadata-generation bottleneck that plagues Digital Libraries. The research question is whether metadata elements and values can be automatically generated from the content of educational resources, and correctly assigned to mathematics and science educational materials. Natural Language Processing and Machine Learning techniques were implemented to automatically assign values of the GEMgenerate metadata element set tofor learning resources provided by the Gateway for Education (GEM), a service that offers web access to a wide range of educational materials. In a user study, education professionals evaluated the metadata assigned to learning resources by either automatic tagging or manual assignment. Results show minimal difference in the eyes of the evaluators between automatically generated metadata and manually assigned metadata.