Markus Jäger, Jussi Nikander, Stefan Nadschläger, Van Quoc Huynh, Josef Küng,
"Focussing on Precision- and Trust-Propagation in Knowledge Processing Systems"
, in Tran Khanh Dang, Roland Wagner, Josef Küng, Nam Thoai, Makoto Takizawa, Erich Neuhold: Future Data and Security Engineering: 4th International Conference, FDSE 2017, Ho Chi Minh City, Vietnam, Nov 29 - Dez 01, 2017, Proceedings, Serie Future Data and Security Engineering: 4th International Conference, FDSE, Vol. 4, Springer International, Seite(n) 395-406, 11-2017, ISBN: 978-3-319-70003-8
Original Titel:
Focussing on Precision- and Trust-Propagation in Knowledge Processing Systems
Sprache des Titels:
Englisch
Original Buchtitel:
Future Data and Security Engineering: 4th International Conference, FDSE 2017, Ho Chi Minh City, Vietnam, Nov 29 - Dez 01, 2017, Proceedings
Original Kurzfassung:
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.
Sprache der Kurzfassung:
Englisch
Veröffentlicher:
Springer International
Serie:
Future Data and Security Engineering: 4th International Conference, FDSE
Forschungs-