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Toward developing a tele-diagnosis system on fish disease

机译:致力于开发鱼类疾病的远程诊断系统

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摘要

Fish disease diagnosis is a complicated process and requires high level of expertise, an expert system for fish disease diagnosis is considered as an effective tool to help fish farmers. However, many farmers have no computers and are not able to access the Internet. Telephone and mobile uses increase rapidly, so, the provision of call centre service appears as a sound alternative support channel for farmer to acquire counseling and support. This paper presents a research attempt to develop and evaluate a call center oriented Hybrid disease diagnosis & consulting system (H-Vet) in aquaculture in China.This paper looks at why H-Vet is needed and what are the advantages and difficulties in the developing and using such a system. A machine learning approach is adopted, which helps to acquire knowledge when enhancing expert systems with the user information collected through call center. This paper also proposes a fuzzy Group Support Systems (GSS) framework for acquiring knowledge from individual expert and aggregating knowledge into workgroup knowledge by H-Vet in the situation of difficult disease diagnosis. The system’s architecture and components are described
机译:鱼病诊断是一个复杂的过程,需要高水平的专业知识,鱼病诊断专家系统被认为是帮助养鱼户的有效工具。但是,许多农民没有计算机,也无法访问Internet。电话和移动电话的使用迅速增长,因此,提供呼叫中心服务似乎是农民获得咨询和支持的良好替代支持渠道。本文提出了研究和开发中国水产养殖业面向呼叫中心的杂种疾病诊断和咨询系统(H-Vet)的研究尝试。本文探讨了为什么需要H-Vet以及在发展中有哪些优点和困难并使用这样的系统。采用了机器学习方法,当通过呼叫中心收集的用户信息增强专家系统时,有助于获取知识。本文还提出了一种模糊团体支持系统(GSS)框架,用于在疾病诊断困难的情况下通过H-Vet从个人专家那里获取知识并将知识汇总到工作组知识中。描述了系统的体系结构和组件

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