Modeling Context for Data Quality Management

被引：4

作者：

Serra, Flavia ^{[1
,2
]}

Peralta, Veronika ^{[2
]}

Marotta, Adriana ^{[1
]}

Marcel, Patrick ^{[2
]}

机构：

[1] Univ Republica, Montevideo, Uruguay

[2] Univ Tours, Blois, France

来源：

CONCEPTUAL MODELING (ER 2022) | 2022年 / 13607卷

关键词：

Data quality; Context model; Context components;

D O I：

10.1007/978-3-031-17995-2_23

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The importance of context for data quality (DQ) has been shown decades ago and is widely accepted. Early approaches and surveys defined DQ as fitness for use and showed the influence of context on DQ. However, very few proposals for context modeling can be found in DQ literature. This paper reviews many context components suggested in the literature and proposes a context model tailored for DQ management. Through a running example, and relying on the literature reviewed, we illustrate the applicability of the model.

引用

页码：325 / 335

页数：11

共 16 条

[1]

Akram M. S., 2012, ACM INT C P SER, P58, DOI [10.1145/2307729.2307740, DOI 10.1145/2307729.2307740]

[2]

Bertossi L, 2011, LECT NOTES BUS INF P, V84, P52

[3] Big Data Systems: A Software Engineering Perspective [J].

Davoudian, Ali ;

Liu, Mengchi .

ACM COMPUTING SURVEYS, 2020, 53 (05)

[4] Understanding and Using Context [J].

Dey, Anind K. .

PERSONAL AND UBIQUITOUS COMPUTING, 2001, 5 (01) :4-7

[5]

Etcheverry, 2008, PROCEEDING 4 WORKSHO

[6]

Furber C., 2016, Data Quality Management with Semantic Technologies, DOI [DOI 10.1007/978-3-658-12225-64, DOI 10.1007/978-3-658-12225-6]

[7]

Görz Q, 2012, LECT NOTES BUS INF P, V129, P169

[8] Rule-Based Multidimensional Data Quality Assessment Using Contexts [J].

Marotta, Adriana ;

Vaisman, Alejandro .

BIG DATA ANALYTICS AND KNOWLEDGE DISCOVERY, DAWAK 2016, 2016, 9829 :299-313

[9] A Data Quality in Use model for Big Data [J].

Merino, Jorge ;

Caballero, Ismael ;

Rivas, Bibiano ;

Serrano, Manuel ;

Piattini, Mario .

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2016, 63 :123-130

[10]

Serra F., 2022, ARXIV

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