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Authors: M. Sulaiman Khan 1 and Maybin Muyeba 2

Affiliations: 1 School of Computing, Liverpool Hope University; University of Liverpool, United Kingdom ; 2 School of Computing, Liverpool Hope University, United Kingdom

Keyword(s): Association rules, nutritional patterns, fuzzy association rules, nutrients.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: This paper proposes a framework for mining market basket data to generate Nutritional Patterns (NPs) and a method for analysing generated nutritional patterns using Fuzzy Association Rule Mining. Edible attributes are filtered from transactional input data by projections and are then converted to Recommended Dietary Allowance (RDA) numeric values. The RDA database is then converted to a fuzzy database that contains expended normalized fuzzy attributes comprising of different fuzzy sets. Analysis of nutritional information is performed either from normal generated association rules or from a converted fuzzy transactional database. Our approach uses prototype support tool that extract Nutritional Patterns (NPs) and signifies the level of nutritional content in an association rule per item. The paper presents various performance tests and interestingness measures to demonstrate the effectiveness of the approach and concludes with experimental results and discussion on evaluating the pro posed framework. (More)

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Paper citation in several formats:
Sulaiman Khan, M. and Muyeba, M. (2008). ON EXTRACTION OF NUTRITIONAL PATTERNS (NPS) USING FUZZY ASSOCIATION RULE MINING. In Proceedings of the First International Conference on Health Informatics (BIOSTEC 2008) - Volume 1: HEALTHINF; ISBN 978-989-8111-16-6; ISSN 2184-4305, SciTePress, pages 34-42. DOI: 10.5220/0001041700340042

@conference{healthinf08,
author={M. {Sulaiman Khan}. and Maybin Muyeba.},
title={ON EXTRACTION OF NUTRITIONAL PATTERNS (NPS) USING FUZZY ASSOCIATION RULE MINING},
booktitle={Proceedings of the First International Conference on Health Informatics (BIOSTEC 2008) - Volume 1: HEALTHINF},
year={2008},
pages={34-42},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001041700340042},
isbn={978-989-8111-16-6},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the First International Conference on Health Informatics (BIOSTEC 2008) - Volume 1: HEALTHINF
TI - ON EXTRACTION OF NUTRITIONAL PATTERNS (NPS) USING FUZZY ASSOCIATION RULE MINING
SN - 978-989-8111-16-6
IS - 2184-4305
AU - Sulaiman Khan, M.
AU - Muyeba, M.
PY - 2008
SP - 34
EP - 42
DO - 10.5220/0001041700340042
PB - SciTePress

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