Measuring Quality in Metadata Repositories

被引：10

作者：

Gavrilis, Dimitris ^{[1
]}

Makri, Dimitra-Nefeli ^{[1
]}

Papachristopoulos, Leonidas ^{[1
]}

Angelis, Stavros ^{[1
]}

Kravvaritis, Konstantinos ^{[1
]}

Papatheodorou, Christos ^{[1
,2
]}

Constantopoulos, Panos ^{[1
,3
]}

机构：

[1] Athena Res Ctr, Digital Curat Unit, Inst Management Informat Syst, Athens, Greece

[2] Ionian Univ, Dept Arch Lib Sci & Museol, Corfu, Greece

[3] Athens Univ Econ & Business, Dept Informat, Athens, Greece

来源：

RESEARCH AND ADVANCED TECHNOLOGY FOR DIGITAL LIBRARIES | 2015年 / 9316卷

关键词：

Information quality models; Metadata quality; Context-sensitive evaluation; Repositories; Research infrastructures;

D O I：

10.1007/978-3-319-24592-8_5

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The need for good quality metadata records becomes a necessity given the large quantities of digital content that is available through digital repositories and the increasing number of web services that use this content. The context in which metadata are generated and used affects the problem in question and therefore a flexible metadata quality evaluation model that can be easily and widely used has yet to be presented. This paper proposes a robust multidimensional metadata quality evaluation model that measures metadata quality based on five metrics and by taking into account contextual parameters concerning metadata generation and use. An implementation of this metadata quality evaluation model is presented and tested against a large number of real metadata records from the humanities domain and for different applications.

引用

页码：56 / 67

页数：12

共 14 条

[1] [Anonymous], 2007, Data quality and record linkage techniques
[2] Bellini E., 2013, LECT NOTES COMPUTER, VVolume 7990, P90, DOI [10.1007/978-3-642-40050-6_9, DOI 10.1007/978-3-642-40050-6_9]
[3] Bruce T.R., 2004, METADATA PRACTICE
[4] Chen YN, 2011, LECT NOTES COMPUT SC, V7008, P138, DOI 10.1007/978-3-642-24826-9_19
[5] Gavrilis D., 2013, LNCS, V8092, P132
[6] Lei YG, 2007, K-CAP'07: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON KNOWLEDGE CAPTURE, P135
[7] Quantifying and Measuring Metadata Completeness
Margaritopoulos, Merkourios
Margaritopoulos, Thomas
Mavridis, Ioannis
Manitsaris, Athanasios
[J]. JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2012, 63 (04): : 724 - 737
[8] MARGARITOPOULOS T, 2008, INT C DUBL COR MET A, P104
[9] Moen WE., 1997, The role of content analysis in evaluating metadata for the U.S. Government Information Locator Service (GILS): results from an exploratory study
[10] OCHOA X, 2006, WORLD C ED MULT HYP, P1004

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