Focusing on Precision- and Trust-Propagation in Knowledge Processing Systems
Jäger, Markus; Nikander, Jussi; Nadschläger, Stefan; Huynh, Van Quoc Phuong; Küng, Josef (2017)
Tätä artikkelia/julkaisua ei ole tallennettu Jukuriin. Julkaisun tiedoissa voi kuitenkin olla linkki toisaalle tallennettuun artikkeliin/julkaisuun.
Jäger, Markus
Nikander, Jussi
Nadschläger, Stefan
Huynh, Van Quoc Phuong
Küng, Josef
Julkaisusarja
Lecture Notes in Computer Science
Numero
10646
Sivut
395-406
Springer
2017
Kuvaus
Kuuluu myös sarjaan: Information Systems and Applications, incl. Internet/Web, and HCI
Tiivistelmä
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.
Collections
- Julkaisut [85835]