Conference material: "Proceedings of the International Conference on Computer Graphics and Vision “Graphicon” (19-21 September 2023, Moscow)"
Authors:Chuprina S.I.
To Adapt Data Fabric Technology to Visual Analytics Systems Development in the Field of Digital Medicine
Abstract:
The paper proposes an innovative approach to expanding the application scope of Data Fabric technology, which is currently used almost exclusively for the creation of corporate data warehouses. The approach provides access to digital data of a particular person not on the principles of their consolidation from heterogeneous sources, but on the principles of virtual integration. Services of such Data Fabric make available on-demand access to data coming from wearable personal devices, and data extracting from laboratory clinical research documents, questionnaires, electronic health records instead of information about corporation units, products, services provided, etc. These personal data are rendered related to the certain systems of human organism, and the relationships reflect both paradigmatic, causal and temporal dependencies between the data, and lines of 'communication' corresponding to the basic physiological systems of the human body. The concept of a 'personal data fabric' is introduced and the application of this concept to data semantic integration, aggregation and visual analytics in the field of digital 4P-medicine is described.
Keywords:
Data Fabric, data federation, ontology engineering, Semantic Web, semantic integration, knowledge graph, 4P-medicine, visual analytics
