Download PDFOpen PDF in browserRedefining Data-Centric Design: a New Approach with a Domain Model and Core Data Ontology for Computational SystemsEasyChair Preprint 146549 pages•Date: September 2, 2024AbstractThis paper presents an innovative data-centric paradigm for designing computational systems by introducing a new informatics domain model. The proposed model moves away from the conventional node-centric framework and focuses on data-centric categorization, using a multimodal approach that incorporates objects, events, concepts, and actions. By drawing on interdisciplinary research and establishing a foundational ontology based on these core elements, the model promotes semantic consistency and secure data handling across distributed ecosystems. We also explore the implementation of this model as an OWL 2 ontology, discuss its potential applications, and outline its scalability and future directions for research. This work aims to serve as a foundational guide for system designers and data architects in developing more secure, interoperable, and scalable data systems. Keyphrases: Data Security, Data-Centric Design, Semantic Interoperability, distributed data ecosystems, ontology development
|