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

  • Markus Jäger (Speaker)

Activity: Talk or presentationContributed talkscience-to-science

Description

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.
Period01 Dec 2017
Event title4th International Conference on Future Data and Security Engineering (FDSE 2017)
Event typeConference
LocationViet NamShow on map

Fields of science

  • 509018 Knowledge management
  • 102001 Artificial intelligence
  • 102015 Information systems

JKU Focus areas

  • Computation in Informatics and Mathematics