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arxiv: 1504.06451 · v2 · pith:FOM3B5MOnew · submitted 2015-04-24 · 💻 cs.DB

A Framework for Managing Evolving Information Resources on the Data Web

classification 💻 cs.DB
keywords datadatasetsevolvinglinkedframeworkheterogeneousinformationmodelling
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The web of data has brought forth the need to preserve and sustain evolving information within linked datasets; however, a basic requirement of data preservation is the maintenance of the datasets' structural characteristics as well. As open data are often found using different and/or heterogeneous data models and schemata from one source to another, there is a need to reconcile these mismatches and provide common denominations of interpretation on a multitude of levels, in order to be able to preserve and manage the evolution of the generated resources. In this paper, we present a linked data approach for the preservation and archiving of open heterogeneous datasets that evolve through time, at both the structural and the semantic layer. We first propose a set of re-quirements for modelling evolving linked datasets. We then proceed on concep-tualizing a modelling framework for evolving entities and place these in a 2x2 model space that consists of the semantic and the temporal dimensions.

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