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FSKD
2011
Springer

Robust initialization for reasoning procedures in a hierarchical heterogeneous knowledge-base

8 years 1 months ago
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.
Slobodan Ribaric, Darijan Marcetic, Zongmin Ma
Added 22 Dec 2011
Updated 22 Dec 2011
Type Journal
Year 2011
Where FSKD
Authors Slobodan Ribaric, Darijan Marcetic, Zongmin Ma
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