From Academia to Reality Check: A Theoretical Framework on the Use of Chemometric in Food Sciences

Vi Khanh Truong, Madeleine Dupont, Aaron Elbourne, Sheeana Gangadoo, Piumie Rajapaksha Pathirannahalage, Samuel Cheeseman, James Chapman, Daniel Cozzolino

Research output: Contribution to journalReview articlepeer-review

22 Citations (Scopus)

Abstract

There is no doubt that the current knowledge in chemistry, biochemistry, biology, and mathematics have led to advances in our understanding about food and food systems. However, the so-called reductionist approach has dominated food research, hindering new developments and innovation in the field. In the last three decades, food science has moved into the digital and technological era, inducing several challenges resulting from the use of modern instrumental techniques, computing and algorithms incorporated to the exploration, mining, and description of data derived from this complexity. In this environment, food scientists need to be mindful of the issues (advantages and disadvantages) involved in the routine applications of chemometrics. The objective of this opinion paper is to give an overview of the key issues associated with the implementation of chemometrics in food research and development. Please note that specifics about the different methodologies and techniques are beyond the scope of this review.

Original languageEnglish
Article number164
Number of pages10
JournalFoods
Volume8
Issue number5
DOIs
Publication statusPublished - May 2019
Externally publishedYes

Keywords

  • Analysis
  • Chemometrics
  • Food
  • Quality

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