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Expert-Knowledge Gating Mechanism in the Hierarchical Modular System
Jeong-Yon Shim
Division of General Studies, Computer Science, Kangnam University, San 6-2, Kugal-ri, Kihung-up, YongIn Shi, KyeongKi Do, Korea
Received:September 25, 2003Accepted:March 29, 2004Published:July 20, 2004
Keywords:expert-knowledge gating, modular neural network, medical diagnostics
Abstract
To maximize the efficiency of knowledge learning, it is essential that the knowledge system itself be well structured. Well designed knowledge systems make easy to access for knowledge acquisition and extraction. Expert knowledge plays a role controlling. We propose a Hierarchical modular system with an expert-knowledge gating mechanism that consists of mechanisms for acquiring knowledge, constructing associative memory and enabling knowledge inference and extraction based on expert-knowledge gating. We applied this to medical diagnostics for classifying Viruses (coxackie, echovirus and cold virus), Rhinitis (Nonallergic and allergic) and tested using symptom data.
Cite this article as:J. Shim, “Expert-Knowledge Gating Mechanism in the Hierarchical Modular System,” J. Adv. Comput. Intell. Intell. Inform., Vol.8 No.4, pp. 410-414, 2004.Data files:
