TY - GEN
T1 - Focussing on Precision- and Trust-Propagation in Knowledge Processing Systems
AU - Jäger, Markus
AU - Nikander, Jussi
AU - Nadschläger, Stefan
AU - Huynh, Van Quoc
AU - Küng, Josef
PY - 2017/11
Y1 - 2017/11
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/85036469021
U2 - 10.1007/978-3-319-70004-5_28
DO - 10.1007/978-3-319-70004-5_28
M3 - Conference proceedings
SN - 978-3-319-70003-8
VL - 4
T3 - Future Data and Security Engineering: 4th International Conference, FDSE
SP - 395
EP - 406
BT - Future Data and Security Engineering: 4th International Conference, FDSE 2017, Ho Chi Minh City, Vietnam, Nov 29 - Dez 01, 2017, Proceedings
A2 - Tran Khanh Dang, Roland Wagner, Josef Küng, Nam Thoai, Makoto Takizawa, Erich Neuhold, null
PB - Springer International
ER -
