Markus Jäger, Stefan Nadschläger, Josef Küng,
"Concepts for Trust Propagation in Knowledge Processing Systems - A brief Introduction and Overview"
, in IEEE: 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (TrustCom 2018), Serie IEEE International Conference On Trust, Security And Privacy In Computing And Communications, Vol. 17, IEEE Computer Society Conference Publishing Services, Seite(n) 1502-1505, 8-2018, ISBN: 978-1-5386-4387-7
Original Titel:
Concepts for Trust Propagation in Knowledge Processing Systems - A brief Introduction and Overview
Sprache des Titels:
Englisch
Original Buchtitel:
17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications (TrustCom 2018)
Original Kurzfassung:
What is "Trust"? Everybody has a sense of trusting people or institutions, but how is trust defined? The definition of trust always depends on the specific field of research and application, which makes it hard to answer this question in general at a computational level. Thinking of knowledge processing systems we face this question twice.
How can we define and calculate trust values for the input data and, more challenging, what is the trust value of the output? Within this paper we consider a binary, a probabilistic, an opinion-space and - our recently developed approach - a weighted arithmetic mean trust model. Then we show ways, how knowledge processing systems can handle these trust values and propagate them through a network of processing steps in a way that the final results are representative. With these presented and developed models, we can give insights to the topic of defining and propagating trust in knowledge processing systems.
Sprache der Kurzfassung:
Englisch
Veröffentlicher:
IEEE Computer Society Conference Publishing Services
Serie:
IEEE International Conference On Trust, Security And Privacy In Computing And Communications