Sensory professionals' perspective on the possibilities of using facial expression analysis in sensory and consumer research.
data
emotions
facial expression analysis
skills
Journal
Food science & nutrition
ISSN: 2048-7177
Titre abrégé: Food Sci Nutr
Pays: United States
ID NLM: 101605473
Informations de publication
Date de publication:
Aug 2021
Aug 2021
Historique:
received:
15
01
2021
revised:
17
05
2021
accepted:
18
05
2021
entrez:
17
8
2021
pubmed:
18
8
2021
medline:
18
8
2021
Statut:
epublish
Résumé
The increase in digitalization, software applications, and computing power has widened the variety of tools with which to collect and analyze sensory data. As these changes continue to take place, examining new skills required among sensory professionals is needed. The aim with this study was to answer the following questions: (a) How did sensory professionals perceive the opportunities to utilize facial expression analysis in sensory evaluation work? (b) What skills did the sensory professionals describe they needed when utilizing facial expression analysis? Twenty-two sensory professionals from various food companies and universities were interviewed by using semistructural thematic interviews to map development intentions from facial expression recognition data as well as to describe the established skills that were needed. Participants' facial expressions were first elicited by an odor sample during a sensory evaluation task. The evaluation was video recorded to characterize a facial expression software response (FaceReader™). The participants were interviewed regarding their opinions of the data analysis the software produced. The study findings demonstrate how using facial expression analysis contains personal and field-specific perspectives. Recognizability, associativity, reflectivity, reliability, and suitability were perceived as a personal perspective. From the field-specific perspective, professionals considered the received data valuable only if they had skills to interpret and utilize it. There is a need for an increase in training not only in IT, mathematics, statistics, and problem-solving, but also in skills related to self-management and ethical responsibility.
Identifiants
pubmed: 34401076
doi: 10.1002/fsn3.2393
pii: FSN32393
pmc: PMC8358381
doi:
Types de publication
Journal Article
Langues
eng
Pagination
4254-4265Informations de copyright
© 2021 The Authors. Food Science & Nutrition published by Wiley Periodicals LLC.
Déclaration de conflit d'intérêts
The authors declare that there is no conflict of interest that could be perceived as prejudicing the impartiality of the study reported.
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