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Focussing on Precision- and Trust-Propagation in Knowledge Processing Systems

  • Markus Jäger (Vortragende*r)

Aktivität: Vortrag oder Präsentation › Vortrag nach Bewerbung und Auswahl › Science-to-science

Beschreibung

In knowledge processing systems, when gathered data and knowledge from several (external sources) is used, the trustworthiness and quality of the information and data has to be evaluated before continuing processing with these values. We try to address the problem of the evaluation and calculation of possible trusting values by considering established methods from known literature and recent research. After the calculation, the obtained values have to be processed, depending on the complexity of the system, where the values are used and needed. Here the way of trust propagation, precision propagation and their aggregation or fusion is crucial, when multiple input values come together in one processing step. We discuss elaborated trust definitions already available and according options for trust and precision aggregation and propagation in units of knowledge processing.
Zeitraum01 Dez. 2017
Ereignistitel4th International Conference on Future Data and Security Engineering (FDSE 2017)
VeranstaltungstypKonferenz
OrtVietnamAuf Karte anzeigen

Wissenschaftszweige

  • 509018 Wissensmanagement
  • 102001 Artificial Intelligence
  • 102015 Informationssysteme

JKU-Schwerpunkte

  • Computation in Informatics and Mathematics