The standardization and adoption of Semantic Web technologies has resulted in an unprecedented volume of data being published as Linked Data (LD). However, the "publish first, refine later" philosophy leads to various quality problems arising in the underlying data such as incompleteness, inconsistency and semantic ambiguities. In this article, we describe the current state of Data Quality in the Web of Data along with details of the three papers accepted for the International Journal on Semantic Web and Information Systems' (IJSWIS) Special Issue on Web Data Quality. Additionally, we identify new challenges that are specific to the Web of Data and provide insights into the current progress and future directions for each of those challenges.

Zaveri, A., Maurino, A., Equille, L. (2014). Web data quality: Current state and new challenges. INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 10(2), 1-6 [10.4018/ijswis.2014040101].

Web data quality: Current state and new challenges

MAURINO, ANDREA
Secondo
;
2014

Abstract

The standardization and adoption of Semantic Web technologies has resulted in an unprecedented volume of data being published as Linked Data (LD). However, the "publish first, refine later" philosophy leads to various quality problems arising in the underlying data such as incompleteness, inconsistency and semantic ambiguities. In this article, we describe the current state of Data Quality in the Web of Data along with details of the three papers accepted for the International Journal on Semantic Web and Information Systems' (IJSWIS) Special Issue on Web Data Quality. Additionally, we identify new challenges that are specific to the Web of Data and provide insights into the current progress and future directions for each of those challenges.
Articolo in rivista - Articolo scientifico
Adoption; Data quality; Linked data; Ontology quality; Quality assessment; Computer Networks and Communications; Information Systems
English
2014
10
2
1
6
none
Zaveri, A., Maurino, A., Equille, L. (2014). Web data quality: Current state and new challenges. INTERNATIONAL JOURNAL ON SEMANTIC WEB AND INFORMATION SYSTEMS, 10(2), 1-6 [10.4018/ijswis.2014040101].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/101452
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