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Toward developing a tele-diagnosis system on fish disease

Research Output: Chapter in Book/Report/Conference proceeding Chapter Peer-review

Open access

Abstract

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.

Publication Information

Output type

Research Output: Chapter in Book/Report/Conference proceeding Chapter Peer-review

Host publication Subtitle

IFIP 19th World Computer Congress, TC 12: IFIP AI 2006 Stream, August 21-24, 2006, Santiago, Chile

Original language

English

Pages from-to (Number of pages)

Pages 445-454 (10 pages)

Publication milestones

  • Published - 2006

Publication status

Published - 2006

Publication series

  • Publication series name: IFIP International Federation for Information Processing
    ISSN (Print): 1571-5736
    Volume: 217
0387346554, 9780387346557

External Publication IDs

  • Scopus: 33845539718

Host publication title

Artificial Intelligence in Theory and Practice

Host publication editors

  • Max Bramer