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Data and Information quality dimensions from Data to Knowledge Graphs: how to equipe for a complex journey

Venerdì 20 Maggio 2022 alle ore 17:00
Aula N.5 di Ingegneria e online

La Dott.ssa Anisa Rula del Dipartimento di Ingegneria dell’Informazione terrà un seminario Venerdì 20 Maggio 2022, alle ore 17.00 in aula N.5 e online a questo link.

"Knowledge graphs are founded on the principle of applying a graph-based abstraction to data, and are now broadly deployed in scenarios that require integrating and extracting value from multiple, diverse sources of data at large scale. In this presentation, I will investigate the evolution of data quality issues from traditional structured data managed in relational databases to Knowledge Graphs. In particular, I will examine the nature of the relationship between Data Quality and several coordinates, such as the variety of data types, data sources and application domains. Consequently, a set of structural characteristics is identified and a systematization of the a posteriori correlation between them and quality dimensions is provided. I will provide techniques for the creation, enrichment, assessment, and refinement of knowledge graphs."