Robust Initialization for Reasoning Procedures in a Hierarchical Heterogeneous Knowledge-Base (CROSBI ID 574665)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Ribarić, Slobodan ; Marčetić, Darijan ; Ma, Zongmin
engleski
Robust Initialization for Reasoning Procedures in a Hierarchical Heterogeneous Knowledge-Base
This paper describes a model of a hierarchical, heterogeneous knowledge-base. The proposed model consists of an associative level that is implemented by a Kanerva-like sparse distributed memory (SDM) and a semantic level realized by a knowledge-representation scheme based on the Fuzzy Petri Net theory. The levels are interconnected with forward and backward connections that are used for the robust initialization of multireasoning procedures (inheritance, recognition and intersection search) at the semantic level. Multi-reasoning supports reasoning for an unknown concept (i.e., a concept that is not defined at the semantic level), parallel reasoning for more than one concept that is obtained by forward connections from the associative level and used for multiple initialization, and the chaining of associative information retrieval and the reasoning process using forward and backward connections. An example of the initialization of the multi-inheritance procedure is given.
hierarchical knowledge-base; associative level;
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Podaci o prilogu
1454-1460.
2011.
objavljeno
Podaci o matičnoj publikaciji
Eight International Conference on Fuzzy Systems and Knowledge Discovery. Vol. 3
Ding, Yongsheng ; Li, Yongmin ; Fan, Zhun ; Li, Shaoyuan ; Wang, Lipo
Denvers (MA): Institute of Electrical and Electronics Engineers (IEEE)
978-1-61284-178-6
Podaci o skupu
International Conference on Fuzzy Systems and Knowledge Discovery (8 ; 2011)
predavanje
26.07.2011-28.07.2011
Šangaj, Kina