A Universal Ontology-based Approach to Data Integration
DOI:
https://doi.org/10.18417/emisa.si.hcm.10Keywords:
Universal Ontology, Data Integration, Mediated Schema, Conceptual ModellingAbstract
One of the main problems in building data integration systems is that of semantic integration. It has been acknowledged that the problem would not exist if all systems were developed using the same global schema, but so far, such global schema has been considered unfeasible in practice. However, in our previous work, we have argued that given the current state-of-the-art, a global schema may be feasible now, and we have put forward a vision of a Universal Ontology (UO) that may be desirable, feasible, and viable. One of the reasons why the UO may be desirable is that it might solve the semantic integration problem. The objective of this paper is to show that indeed the UO could solve, or at least greatly alleviate, the semantic integration problem. We do so by presenting an approach to semantic integration based on the UO that requires much less effort than other approaches.
Downloads
Published
Issue
Section
License
Authors who publish with this journal agree to the following terms: Authors retain copyright and grant the journal 'Enterprise Modelling and Information Systems Architectures - International Journal of Conceptual Modeling' and the Gesellschaft für Informatik e.V. (GI) the permission of first publication, and the non-exclusive, irrevocable and non-time limited publication permission for the submitted work including the permissions to store, copy, distribute and reproduce their work in printed and electronic form for the duration of the legal copyright. This includes the right of translation. Authors grant the journal 'Enterprise Modelling and Information Systems Architectures - International Journal of Conceptual Modeling' and the Gesellschaft für Informatik e.V. (GI) the permission to license their work under a Creative Commons BY-SA 4.0 license that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book) given an acknowledgement of its initial publication in this journal.
Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (See The Effect of Open Access). The submitting corresponding author on behalf of all co-authors asserts that she/he is entitled to the granting of the above mentioned permissions for the submitted work.