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Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM)
Öz
This study aimed to optimize the sensory attributes of hazelnut-cocoa cream enriched
with honey and bee pollen from Bingöl by using response surface methodology (RSM).
Twelve formulations of this product were made through mixing constant amounts of the
base ingredients (20 %hazelnut, 10% cocoa, 12% oil, 8% skimmed milk, and 0.1%
lecithin) and different amounts of honey (0, 10, 20,25,30, 50% W/W), sugar as a
complement compound controlled to reach constant sweetener (47-50% W/W), and bee
pollen (1, 2,3% W/W).
Eight sensory attributes (color, taste, odor, consistency, appearance, flavor, spreadability,
and general liking) on a 7‑point hedonic scale were scored by a consumer panel (N = 22
evaluators).
The Central Composite Design (CCD) was chosen using Design-Expert version 13
software, and a quadratic model was shaped for the enrichment components, which are
honey (X1) and bee pollen (X2)
While, honey had a significant positive linear effect (F = 11.67, p = 0.014), bee pollen
and interaction terms were not significant. The model fit was strong (R² = 0.93; adjusted
R² = 0.90). Response surfaces identified a wide optimum at moderate to high honey
(~30%) and ~1.7% bee pollen. Honey was the dominant positive factor of sensory
attributes. RSM appeared as an effective method to optimize the sensory attributes of
hazelnut-cocoa cream (multi‑ingredient system).
Anahtar Kelimeler
Kaynakça
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- Aschemann-Witzel, J., Varela, P., & Peschel, A. O. (2019). Consumers’ categorization of food ingredients: Do consumers perceive them as “clean label” producers expect? Food Quality and Preference, 71, 117–128.
- Aydemir, O., Beşir, A., & Aden, H. M. (2021). Textural and rheological characteristics of cocoa hazelnut cream partially substituted with glucose syrup. European Food Science and Engineering, 2(1), 13–17.
- Marra, F., Lavorgna, A., Incarnato, L., Malvano, F., & Albanese, D. (2023). Optimization of hazelnut spread based on total or partial substitution of palm oil. Foods, 12(16), 3122. doi: 10.3390/foods12163122.
- Beckett, S. T. (2019). The science of chocolate (3rd ed.). Royal Society of Chemistry.
- Codex Alimentarius Commission. (2001). Revised Codex standard for honey: Codex Stan 12-1981, Rev. 1 (1987), Rev. 2 (2001).
Ayrıntılar
Birincil Dil
İngilizce
Konular
Veteriner Bilimleri (Diğer)
Bölüm
Araştırma Makalesi
Yayımlanma Tarihi
30 Eylül 2026
Gönderilme Tarihi
7 Mayıs 2026
Kabul Tarihi
12 Eylül 2026
Yayımlandığı Sayı
Yıl 2026 Cilt: 15 Sayı: 3
APA
Meree, J., & Yurt, B. (2026). Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM). Turkish Journal of Nature and Science, 15(3), 243-257. https://doi.org/10.46810/tdfd.1944405
AMA
1.Meree J, Yurt B. Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM). TDFD. 2026;15(3):243-257. doi:10.46810/tdfd.1944405
Chicago
Meree, Jamaal, ve Bayram Yurt. 2026. “Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM)”. Turkish Journal of Nature and Science 15 (3): 243-57. https://doi.org/10.46810/tdfd.1944405.
EndNote
Meree J, Yurt B (01 Eylül 2026) Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM). Turkish Journal of Nature and Science 15 3 243–257.
IEEE
[1]J. Meree ve B. Yurt, “Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM)”, TDFD, c. 15, sy 3, ss. 243–257, Eyl. 2026, doi: 10.46810/tdfd.1944405.
ISNAD
Meree, Jamaal - Yurt, Bayram. “Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM)”. Turkish Journal of Nature and Science 15/3 (01 Eylül 2026): 243-257. https://doi.org/10.46810/tdfd.1944405.
JAMA
1.Meree J, Yurt B. Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM). TDFD. 2026;15:243–257.
MLA
Meree, Jamaal, ve Bayram Yurt. “Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM)”. Turkish Journal of Nature and Science, c. 15, sy 3, Eylül 2026, ss. 243-57, doi:10.46810/tdfd.1944405.
Vancouver
1.Jamaal Meree, Bayram Yurt. Optimization of the Sensory Properties of Cocoa Hazelnut Cream Supplemented with Bingöl Honey and Bee Pollen Using Response Surface Methodology (RSM). TDFD. 01 Eylül 2026;15(3):243-57. doi:10.46810/tdfd.1944405