Focusing on Precision- and Trust-Propagation in Knowledge Processing Systems
Springer
2017
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Pysyvä osoite
URI
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.
ISBN
978-3-319-70003-8
OKM-julkaisutyyppi
A4 Artikkeli konferenssijulkaisussa
Julkaisusarja
Lecture Notes in Computer Science
Volyymi
Numero
10646
Sivut
Sivut
395-406