JOURNAL ARTICLE

An Intelligent Decision Support System (IDSS) for Nutrition Therapy

Ali FahmiAmin DorostanianHassan RezazadehAlireza Ostadrahimi

Year: 2013 Journal:   International Journal of Reliable and Quality E-Healthcare Vol: 2 (4)Pages: 14-27   Publisher: IGI Global

Abstract

In this paper, the authors have presented an expert system to support decision makers in nutrition therapy planning. This system is an extended version of a fuzzy decision support system for nutrition therapy. The presented expert system is equipped with an updated knowledge base component by using a set of rules. Also in order to deal with vagueness and uncertainty, fuzzy set theory could provide a suitable framework for data management, modelling and decision support. Therefore, fuzzy rules empower this system to be implemented more realistically. In addition, for developing knowledge management component, artificial neural network (ANN) is applied to survey the input data and information in the long term. The integration of ANN with the expert system provides the possibility for a set of novel rules to be generated and consequently adds new knowledge to the system.

Keywords:
Expert system Vagueness Computer science Decision support system Intelligent decision support system Knowledge base Component (thermodynamics) Fuzzy logic Legal expert system Fuzzy set Artificial intelligence Neuro-fuzzy Set (abstract data type) Knowledge-based systems Artificial neural network Data mining Machine learning Knowledge management Fuzzy control system

Metrics

9
Cited By
0.38
FWCI (Field Weighted Citation Impact)
27
Refs
0.69
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Multi-Criteria Decision Making
Social Sciences →  Decision Sciences →  Management Science and Operations Research
Fuzzy Logic and Control Systems
Physical Sciences →  Computer Science →  Artificial Intelligence
Optimization and Mathematical Programming
Physical Sciences →  Engineering →  Control and Systems Engineering
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