2007 AssessingQualDynInUnsupMdataExtrDL

• (Ivanyukovich et al., 2007) ⇒ Alexander Ivanyukovich, Maurizio Marchese, Patrick Reuther. (2007). “Assessing Quality Dynamics in Unsupervised Metadata Extraction for Digital Libraries.” In: Proceedings of the 11th European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2007). doi:10.1007/978-3-540-74851-9_41

Subject Headings: Unsupervised IE, Scientific Literature.

Cited By

~2 http://scholar.google.com/scholar?cites=13887596222323389551

Quotes

Abstract

• Current research in large-scale information management systems is focused on unsupervised methods and techniques for information processing. Such approaches support scalability in regard to present-day exponential growth in information processing needs. In this paper we focus on the problem of automated quality evaluation of a completely unsupervised metadata extraction process in the Digital Libraries domain. In particular, we investigate resulting metadata quality applying specific extraction methodology for scientific documents. We propose and discuss precise quality metrics and measure the dynamics of such quality metrics as a function of the extracted information from the repository and size of the repository.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2007 AssessingQualDynInUnsupMdataExtrDL	Maurizio Marchese Alexander Ivanyukovich Patrick Reuther			Assessing Quality Dynamics in Unsupervised Metadata Extraction for Digital Libraries			http://www.springerlink.com/content/4016hm4611164216	10.1007/978-3-540-74851-9_41