Combination of the Simple Additive (SAW) Approach and Mixture Design to Determine Optimum Cocoa Combination of the Hot Chocolate Beverage
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GOLD
Green Open Access
No
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Abstract
Physicochemical (pH, brix, and color), sensory (color, taste, odor, mouthfeeling, consistency, bitter flavor, and general acceptability), and rheological properties of the hot chocolate beverages including different cocoa combinations were investigated in the present study. Cocoa type significantly affected all of the properties. Simple additive weighting approach was applied to obtain one score from seven different sensory parameters and simple additive weighting score was used in mixture design to determine optimum cocoa type or cocoa combination. Ostwald de Waele model described the flow behavior of the hot chocolate beverage samples with R-2 values ranged between 0.818 and 0.999. The consistency coefficient (K) and apparent viscosity at shear rate 50 s(-1) (eta(50)) were significantly affected by cocoa type found in the formulation of the beverage. The mixture design approach was performed in order to determine variation of the responses (physicochemical, sensory, and rheological parameters) as a function of cocoa concentration. Simple additive weighting scores were satisfactorily described by established equation as a function of cocoa concentration to be used in the formulation of the hot chocolate beverage (R-2 = 0.8645).
Description
Aktar, Tugba/0000-0001-8417-868X; Dogan, Mahmut/0000-0003-1639-4641; Toker, Omer Said/0000-0002-7304-2071; Tatlisu, Nevruz Berna/0000-0001-7460-1560;
Keywords
Cocoa, Sensory, Rheology, Mixture Design, Saw, Hot Chocolate, Sensory, Rheology
Fields of Science
0404 agricultural biotechnology, 04 agricultural and veterinary sciences, 0405 other agricultural sciences
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OpenCitations Citation Count
17
Volume
18
Issue
8
Start Page
1677
End Page
1692
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CrossRef : 2
Scopus : 14
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Mendeley Readers : 53
SCOPUS™ Citations
14
checked on Jun 02, 2026
Web of Science™ Citations
12
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2
checked on Jun 02, 2026
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