A Methodology for Diagnostic Reasoning of Herring's Disease Based on Ontology Construction

$113.00 plus tax (Refund Policy)

Buy Article:

Abstract:

This paper explains an ontology-based fish disease diagnostic reasoning method, considering the possible ambiguity and domain knowledge acquisition difficulties in expert systems for the diagnosis and consultation of existing aquaculture diseases. It introduces ontology to the diagnostic reasoning system of herring's disease by combining both weighted attributes in ontology and the reasoning (CBR & RBR) method. In the key technological step-conceptualization, the top-down and middle-out approaches are combined in this paper to develop concept hierarchy. On these grounds, this paper demonstrates the construction of a herring's disease ontology model, the development of a diagnostic reasoning system of herring's disease, and the realization of the diagnostic reasoning function based on ontology. In addition, the feasibility, robustness, and efficiency of the diagnostic reasoning method are verified by experimentation.

Keywords: DIAGNOSTIC REASONING; HERRING; ONTOLOGY; WEIGHTED ATTRIBUTES

Document Type: Research Article

DOI: http://dx.doi.org/10.1166/sl.2012.1880

Publication date: January 1, 2012

More about this publication?
  • The growing interest and activity in the field of sensor technologies requires a forum for rapid dissemination of important results: Sensor Letters is that forum. Sensor Letters offers scientists, engineers and medical experts timely, peer-reviewed research on sensor science and technology of the highest quality. Sensor Letters publish original rapid communications, full papers and timely state-of-the-art reviews encompassing the fundamental and applied research on sensor science and technology in all fields of science, engineering, and medicine. Highest priority will be given to short communications reporting important new scientific and technological findings.
  • Editorial Board
  • Information for Authors
  • Subscribe to this Title
  • Terms & Conditions
  • ingentaconnect is not responsible for the content or availability of external websites
Related content

Tools

Favourites

Share Content

Access Key

Free Content
Free content
New Content
New content
Open Access Content
Open access content
Subscribed Content
Subscribed content
Free Trial Content
Free trial content
Cookie Policy
X
Cookie Policy
ingentaconnect website makes use of cookies so as to keep track of data that you have filled in. I am Happy with this Find out more