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Nuevo seminario de la serie “Nuevas soluciones con Big Data” organizados por el UC3M-Santander Big Data Institute (IBiDat) donde se presentarán problemas reales en distintos campos y la solución aportada utilizando todos los datos disponibles. Los seminarios intentan ser un punto de encuentro de profesionales y académicos para presentar problemas y analizar posibles soluciones basadas en Big Data.

El siguiente seminario será el viernes 8 de marzo a las 13:00 pm en formato presencial y finalizará a las 14:30. Se impartirá en el campus de la Universidad Carlos III, en Getafe, en el edificio 14, sala 14.0.11.

En esta ocasión el seminario tendrá como título “On Data Ecology, Data Markets, the Value of Data, and Dataflow Governance” y será impartido por Raul Castro Fernandez, Assistant Professor en la Universidad de Chicago.

Data shapes our social, economic, cultural, and technological environments. Data is valuable, so people seek it, inducing data to flow. The resulting dataflows distribute data and thus value. For example, large Internet companies profit from accessing data from their users, and engineers of large language models seek large and diverse data sources to train powerful models. It is possible to judge the impact of data in an environment by analyzing how the dataflows in that environment impact the participating agents. My research hypothesizes that it is also possible to design (better) data environments by controlling what dataflows materialize; not only can we analyze environments but also synthesize them. In this talk, I present the research agenda on “data ecology,” which seeks to build the principles, theory, algorithms, and systems to design beneficial data environments. I will also present examples of data environments my group has designed, including data markets for machine learning, data-sharing, and data integration. I will conclude by discussing the impact of dataflows in data governance and how the ideas are interwoven with the concepts of trust, privacy, and the elusive notion of “data value.” As part of the technical discussion, I will complement the data market designs with the design of a data escrow system that permits controlling dataflows.

Será en inglés.

Los seminarios son de carácter abierto y gratuito, están organizados por Celia Rico (instituto.bigdata@uc3m.es) a la que puedes dirigirte para información adicional.

Se agradece confirmación de asistencia rellenando el siguiente formulario.

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