• DocumentCode
    2746274
  • Title

    Computational intelligence using Fuzzy Multicriteria Decision Making for DIligenS: Dietary Intelligence System

  • Author

    Tom, Mary

  • Author_Institution
    Sch. of Inf. & Commun. Technol., Central Queensland Univ., Brisbane, QLD, Australia
  • fYear
    2012
  • fDate
    10-15 June 2012
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Treatment of Nutrition Related Diseases (NRD) mostly arising from imbalanced diet has an associated high economic cost globally. Planning meals and formulating a balanced diet are time consuming, complex routine decision making involving constraint satisfaction and meeting multi-part objective of the Recommended Dietary Intake (RDI). The authors have proposed DIligenS - Dietary Intelligence System to provide ubiquitous intelligence for automating the diet formulation and monitoring. DIligenS has a seven layered architecture consisting of knowledge base and inference engine, and necessary database. The meals scheduling, and diet formulation including consumption of food away from home is to be carried out within many constraints of budget, time, health, and individual preferences. This study investigates the applicability of Fuzzy Multicriteria Decision Making (FCDM) following the Prioritised Fuzzy Constraint Satisfaction Approach to computerise the inherently imprecise and vague user preferences for meals selection.
  • Keywords
    constraint satisfaction problems; decision making; diseases; fuzzy set theory; inference mechanisms; medical computing; ubiquitous computing; DIligenS; FCDM; NRD treatment; RDI; automatic diet formulation; automatic diet monitoring; balanced diet; budget constraints; computational intelligence; diet formulation; dietary intelligence system; economic cost; food consumption; fuzzy multicriteria decision making; health constraints; imbalanced diet; individual preference constraints; inference engine; knowledge base; meal planning; meal scheduling; meal selection; multipart objective; necessary database; nutrition related disease treatment; prioritised fuzzy constraint satisfaction approach; recommended dietary intake; time constraints; ubiquitous intelligence; Green products; Proteins; XML;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems (FUZZ-IEEE), 2012 IEEE International Conference on
  • Conference_Location
    Brisbane, QLD
  • ISSN
    1098-7584
  • Print_ISBN
    978-1-4673-1507-4
  • Electronic_ISBN
    1098-7584
  • Type

    conf

  • DOI
    10.1109/FUZZ-IEEE.2012.6250824
  • Filename
    6250824