%0 Journal Article
%T Enhancing Clinical Data and Clinical Research Data with Biomedical Ontologies - Insights from the Knowledge Representation Perspective
%A Fred W. Prior
%A Jonathan P. Bona
%A Mathias Brochhausen
%A Meredith N. Zozus
%J Archive of "Yearbook of Medical Informatics".
%D 2019
%R 10.1055/s-0039-1677912
%X Objectives : There exists a communication gap between the biomedical informatics community on one side and the computer science/artificial intelligence community on the other side regarding the meaning of the terms ¡°semantic integration" and ¡°knowledge representation¡°. This gap leads to approaches that attempt to provide one-to-one mappings between data elements and biomedical ontologies. Our aim is to clarify the representational differences between traditional data management and semantic-web-based data management by providing use cases of clinical data and clinical research data re-representation. We discuss how and why one-to-one mappings limit the advantages of using Semantic Web Technologies (SWTs)
%K Semantic Web
%K artificial intelligence
%K knowledge management
%K common data model
%U https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6697506/