The invention belongs to the technical field of intelligent food manufacturing, and particularly discloses a multi-
modal data fused marinated product
flavor directional design method and
system. S1, constructing an auxiliary material
database; s2, mining internal associations of components in the high-quality auxiliary materials by adopting an
Apriori algorithm; s3, evaluating the sensory
flavor of the marinated product to obtain a product index
data set; s4, establishing a multivariate mapping model between the auxiliary material parameters and the sensory quality on the basis of a Python
library of Statsmodels; s5, establishing a user
score matrix in combination with consumption preference; and S6, optimizing the auxiliary material component model by using a
genetic algorithm, and solving by combining the multivariate mapping model obtained in the S4 and the sensory weight obtained in the S5 to obtain the auxiliary material component with the optimal quality. By adopting the multi-
modal data fused marinated product
flavor directional design method and
system disclosed by the invention, the problems of sensory flavor quality
consistency control limitation and auxiliary material optimization
intelligent management design management of traditional sauce marinated
poultry meat are solved, and
intelligent control between auxiliary material and flavor sensory is realized.