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Journal ArticleDOI

Metadata Quality in Digital Repositories: A Survey of the Current State of the Art

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TLDR
Results of the study indicate a pressing need for the building of a common data model that is interoperable across digital repositories.
Abstract
This study presents the current state of research and practice on metadata quality through focus on the functional perspective on metadata quality, measurement, and evaluation criteria coupled with mechanisms for improving metadata quality. Quality metadata reflect the degree to which the metadata in question perform the core bibliographic functions of discovery, use, provenance, currency, authentication, and administration. The functional perspective is closely tied to the criteria and measurements used for assessing metadata quality. Accuracy, completeness, and consistency are the most common criteria used in measuring metadata quality in the literature. Guidelines embedded within a Web form or template perform a valuable function in improving the quality of the metadata. Results of the study indicate a pressing need for the building of a common data model that is interoperable across digital repositories.

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Citations
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Book ChapterDOI

Semantic Support for Recording Laboratory Experimental Metadata: A Study in Food Chemistry

TL;DR: A fundamental principle of scientific enquiry is to create proper documentation of data and methods during experimental research to improve the quality of research.
Book ChapterDOI

Cooperative Digital Asset Management in the Scientific Field: Strategies, Policies, Interoperability and Persistent Identifiers

TL;DR: This paper presents a series of activities carried out within the National Research Council of Italy (CNR) and aimed at the development of a unique, certified and open archive of CNR’s digital research products and presents the technical solutions developed as prototype proposals for the community.

Crosswalking IPL Metadata to Dublin Core

TL;DR: The Internet Public Library (IPL) is crosswalking its metadata to Dublin Core compliant metadata, which involves several research activities, including: quantitative and qualitative analyses of the existing IPL metadata; the creation of a new IPLmetadata schema as an application profile of Dublin core; and the development and testing of anew metadata creation and maintenance interface.
Book ChapterDOI

Content Analysis of CONTENTdm Item Level Records and Their Aggregated Metadata in WorldCat

TL;DR: The research ascertains some amount of loss of contextualization in semantic meaning of digitized primary resources and reveals that the de-contextualization problem is some inconsistent mapping from aggregated metadata and lack of clarity in the metadata itself.
Proceedings ArticleDOI

Scholarly big data quality assessment: a case study of document linking and conflation with S2ORC

TL;DR: The overall document linking quality is high, with 92.6% of documents correctly linking to six major databases, but the linking quality varies depending on subject domains, and three near-duplicate detection methods using the ground truth created from S2ORC were quantitatively compared.
References
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Book Chapter

The Continuum of Metadata Quality: Defining, Expressing, Exploiting

TL;DR: These compounds possess prostaglandin-like activity and thus are useful in the treatment of mammals, where prostag landins are indicated.
ReportDOI

Semantic Interoperability on the Web

TL;DR: The SHOE language is presented, which the authors feel has many of the features necessary to enable a semantic web, and an existing set of tools that make it easy to use the language are described.
Proceedings ArticleDOI

Automating metadata generation: the simple indexing interface

TL;DR: The first step towards this framework for automatic metadata generation is the definition of an Application Programmer Interface (API), which is called the Simple Indexing Interface (SII), and the second step is the defined a framework for implementation of the SII.
Proceedings Article

Building quality assurance into metadata creation: an analysis based on the learning objects and e-prints communities of practice

TL;DR: This paper challenges some of the assumptions underlying the metadata creation process in the context of two communities of practice, based around learning object repositories and open e-Print archives.
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