Abstract
The selection of optimum aroma among vanilla, strawberry and cacao for prebiotic pudding was aimed based on sensory analyses by performing multi-criteria decision techniques [analytic hierarchy process (AHP), simple additive weighting (SAW), technique for order preference by similarity to ideal solution (TOPSIS) and elimination et choix traduisant la realite-elimination and choice translating reality (ELECTRE)]. In the first part of the study, the physicochemical (pH, viscosity, dry matter and ash content) and functional properties (bulk density, water-holding capacity and oil-holding capacity) of the dietary fibres (lemon, inulin, apple and wheat) were determined. According to our results, there are significant differences between the fibres (P < 0.05). In the second part of the study, the INU/OLI dietary fibre was added to the different flavoured pudding samples (cacao, strawberry and vanilla). Some of their physicochemical (bulk density, dry matter and viscosity) and sensorial properties (appearance, consistency of appearance, consistency in the mouth, taste and smell, adhesiveness and general acceptability) were identified. In the last part of the study, multi-criteria decision techniques (AHP, SAW, ELECTRE and TOPSIS) were applied to obtain the ranking of the pudding samples based on the sensorial scores. According to the results of this study, strawberry-flavoured pudding (not including fibre) was mostly preferred. By considering the ranking of the puddings, it was seen that strawberry flavour was the most appropriate for prebiotic pudding. As a result of this study, it was found that multi-criteria decision techniques may be performed to sensorial scores in the food industry to reduce many results to one result thus facilitating the comparison of samples and the explication of results obtained from sensory analysis.
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References
Afshari, A., Mojahed, M., & Yusuff, R. M. (2010). Simple additive weighting approach to personnel selection problem. International Journal of Innovation, Management and Technology, 1, 511–515.
AOAC. (1996). Official methods of analysis (15th ed.). Arlington: AOAC International.
Ares, G., Baixauli, R., Sanz, T., Varela, T., & Salvador, A. (2009). New functional fibre in milk puddings: effect on sensory properties and consumers’ acceptability. LWT—Food Science and Technology, 42, 710–716.
Auffret, A., Ralet, M. C., Guillon, F., Barry, J. L., & Thibault, J. F. (1994). Effect of grinding and experimental conditions on the measurement of hydration properties of dietary fibres. Lebensmittel Wissenschaft und Technologie, 27, 166–172.
Brito, G., Andrade, J. M., Havel, J., Díaz, C., García, F. J., & Peña-Méndez, E. M. (2006). Classification of some heat-treated liver pastes according to container type, using heavy metals content and manufacturer’s data, by principal component analysis and potential curves. Meat Science, 74, 296–302.
Campos-Vega, R., Reynoso-Camacho, R., & Pedraza-Aboytes, G. (2009). Chemical composition and in vitro polysaccharide fermentation of different beans (Phaseolus vulgaris L.). Journal of Food Science, 74(7), 59–62.
Chau, C. F., Wang, Y. T., & Wen, Y. L. (2007). Different micronization methods significantly improve the functionality of carrot insoluble fibre. Food Chemistry, 100, 1402–1408.
Cloutour F. (1995). Caractérisation des fibres alimentaires: influence sur leur fermentation in vitro par la flore digestive de l’homme. Thése de Doctorat, Faculté des Sciences et des Techniques, Université de Nantes, pp. 123.
Cruz, A. G., Cadena, R. S., Walter, H. M. E., Mortazavian, A. M., Granato, D., Faria, J. A. F., et al. (2010). Sensory analysis: relevance for prebiotic, probiotic, and symbiotic product development. Comprehensive Reviews in Food Science and Technology, 9, 358–373.
Cui, S. W., & Roberts, K. T. (2009). Kasapis, Norton, and Ubbink: Modern Biopolymer Science. ISBN: 978-0-12-374195-0.
Cummings, J. H. (1981). Short chain fatty acids in human colon. Gut, 22, 763–769.
Dalgetty, D. D., & Baik, B. K. (2003). Isolation and characterization of cotyledon fibres from peas, lentils, and chickpeas. Cereal Chemistry, 80, 310–315.
Dogan, M., Toker, O. S., Aktar, T., & Goksel, M. (2012). Optimization of gum combination in prebiotic instant hot chocolate beverage model system in terms of rheological aspect: mixture design approach. Food and Bioprocess Technology. doi:10.1007/s11947-011-0736-y.
Eastwood, M. A., Brydon, W. G., & Tadesse, K. (1980). Effect of fibre on colonic function. In G. A. Spiller & R. M. Kay (Eds.), Medical aspects of dietary fibre (pp. 1–26). New York: Plenum Press.
Edwards, C. A., & Parrett, A. M. (2003). Dietary fibre in infancy and childhood. Proceedings of the Nutrition Society, 62, 17–23.
Fagan, C. C., O’Donnel, C. P., Cullen, P. J., & Brennan, C. S. (2006). The effect of dietary fibre inclusion on milk coagulation kinetics. Journal of Food Engineering, 77, 261–268.
Fernández-López, J., Sendra-Nadal, E., Navarro, C., Sayas, E., Viuda-Martos, M., & Pérez-Alvarez, J. A. (2009). Storage stability of a high dietary fibre powder from orange by-products. International Journal of Food Science and Technology, 44, 748–756.
Figuerola, F., Hurtado, M. L., Estévez, A. M., Chiffelle, I., & Asenjo, F. (2005). Fibre concentrates from apple pomace and citrus peel as potential fibre sources for food enrichment. Food Chemistry, 91, 395–401.
Garau, M. C., Simal, S., Rosselló, C., & Femenia, A. (2007). Effect of air-drying temperature on physico-chemical properties of dietary fibre and antioxidant capacity of orange (Citrus aurantium v. Canoneta) by-products. Food Chemistry, 104, 1014–1024.
Guillon, F., & Champ, M. (2000). Structural and physical properties of dietary fibres, and consequences of processing on human physiology. Food Research International, 33, 233–245.
Guillon, F., & Champ, M. (2002). Carbonhydrate fractions of legumes: uses in human nutrition and potential for health. British Journal of Nutrition, 88, 293–306.
Hanley, A. J., Harris, S. B., Gittelsohn, J., Wolever, T. M., Saksvig, B., & Zinman, B. (2000). Overweight among children and adolescents in a native Canadian community: prevalence and associated factors. American Journal of Clinical Nutrition, 71, 693–700.
Huang, S. C., Lia, T. S., Cheng, T. C., Chan, H. Y., Hwang, S. M., & Hwang, D. F. (2009). In vitro interactions on glucose by different fibre materials prepared from mung bean hulls, rice bran and lemon pomace. Journal of Food and Drug Analysis, 17, 307–314.
Kamal, M., & Al-Harbi, A.-S. (2001). Application of the AHP in project management. International Journal of Project Management, 19, 19–27.
Khatoon, N., & Prakash, J. (2004). Nutritional quality of microwave-cooked and pressure-cooked legumes. International Journal of Food Sciences and Nutrition, 55, 441–448.
Lario, Y., Sendra, E., García-Pérez, J., Fuentes, C., Sayas-Barberá, E., Fernández-López, J., et al. (2004). Preparation of high dietary fibre powder from lemon juice by-products. Innovative Food Science and Emerging Technology, 5, 113–117.
Larrigaudiere, C., Lentheric, I., Puy, J., & Pinto, E. (2004). Biochemical characterisation of core browning and brown heart disorder in pear by multivariate analysis. Postharvest Biology and Technology, 31, 29–39.
Lee, S. C., Prosky, L., & De Vries, J. W. (1992). Determination of total, soluble, and insoluble dietary fibre in foods enzymatic gravimetric method, MESTRIS buffer: collaborative study. Journal of AOAC International, 75, 395–416.
Lim, H. S., & Narsimhan, G. (2006). Pasting and rheological behavior of soy protein-based pudding. LWT Food Science and Technology, 29, 343–349.
Lopes, T. J., Bender, D. A., Davidson, M. H., & Mc Donald, A. (1998). Fibre: forms and functions. Nutrition Research, 18, 617–624.
Marín, F. R., Soler-Rivas, C., Benavente-García, O., Castillo, J., & Pérez-Alvarez, J. A. (2007). By-products from different citrus processes as a source of customized functional fibres. Food Chemistry, 100, 736–741.
Martín-Cabrejas, M. A., Aguilera, Y., Beníítez, V., Mollá, E., López-Andréu, F. J., & Esteban, R. M. (2006). Effect of industrial dehydration on the soluble carbohydrates and dietary fibre fractions in legumes. Journal of Agriculture and Food Chemistry, 54, 7652–7657.
Olson, D. L. (2004). Compression of weights in TOPSIS models. Mathematical and Computer Modelling, 40, 721–727.
Ozcan, T., Celebi, N., & Esnaf, Ş. (2011). Comparative analysis of multi-criteria decision making methodologies and implementation of a warehouse location selection problem. Expert Systems with Applications, 38, 9773–9779.
Pohekar, S. D., & Ramachandran, M. (2004). Application of multi-criteria decision making to sustainable energy planning—a review. Renewable and Sustainable Energy Reviews, 8, 365–381.
Ralet, M. C., Thibault, J. F., & Della Valle, G. (1990). Influence of extrusion cooking on the physico-chemical properties of wheat bran. Journal of Cereal Science, 11, 249–259.
Ralet, M. C., Della Valle, G., & Thibault, J. F. (1993). Raw and extruded fibre from pea hulls. Part I: composition and physico-chemical properties. Carbohydrate Polymers, 20, 17–23.
Robertson, J. A., de Monredon, J. F., Dysseler, P., Guillon, F., Amado, R., & Thibault, J. F. (2000). Hydration properties of dietary fibre and resistant starch: a European collaborative study. Lebensmittel Wissenschaft und Technologie/Food Science and Technology, 33, 72–79.
Saaty, T. L. (1980). The analytic hierarchy process. New York: McGraw-Hill.
Sadeghzadeh, K., & Salehi, M. B. (2011). Mathematical analysis of fuel cell strategic technologies development solutions in the automotive industry by the TOPSIS multi-criteria decision making method. International Journal of Hydrogen Energy, 36, 13272–13280.
Sánchez-Alonso, I., Solas, M. T., & Borderías, A. J. (2007). Technological implications of addition of wheat dietary fibre to giant squid (Dosidicus gigas) surimi gels. Journal of Food Engineering, 81, 404–411.
Sangnark, A., & Noomhorm, A. (2003). Effect of particle sizes on functional properties of dietary fibre prepared from sugarcane bagasse. Food Chemistry, 80, 221–229.
Shin, E. C., Craf, B. D., Pegg, R. B., Phillips, R. D., & Eitenmille, R. R. (2010). Chemometric approach to fatty acid profiles in runner type peanut cultivars by principal component analysis (PCA). Food Chemistry, 119, 1262–1270.
Sreerama, Y. N., Sashikala, V. B., & Pratape, V. M. (2009). Expansion properties and ultrastructure of legumes: effect of chemical and enzyme pre-treatments. LWT Food Science and Technology, 42, 44–49.
Thebaudin, J. Y., Lefebvre, A. C., Harrington, M., & Bourgeois, C. M. (1997). Dietary fibres: nutritional and technological interest. Trends of Food Science and Technology, 8, 41–48.
Thibault, J. F., Della Valle, G., & Ralet, M. C. (1988). Produits riches en parois végétales á fraction hydrosoluble accrue, leur obtention, leur utilisation et compositions les contenant, Brevet français, 88–11601.
Tiwari, U., & Cummins, E. (2011). Pulse foods: processing, quality and nutraceutical applications (pp. 121–156). San Diego: Academic Press.
Toker, O. S., Dogan, M., Canıyılmaz, E., Ersöz, N., & Kaya, Y. (2012). The effects of different gums and their interactions on the rheological properties of a dairy dessert: a mixture design approach. Food and Bioprocess Technology. doi:10.1007/s11947-012-0787-8.
Triantaphyllou, E., Shu, B., Sanchez, S. N., & Ray, T. (1998). Multi-criteria decision making: An operations research approach. Encyclopedia of Electrical and Electronics Engineering, (J.G. Webster, Ed.), John Wiley & Sons, New York, NY, Vol. 15, pp. 175–186.
Ural, A., & Kilic, I. (2006). Data analysis with SPSS. Ankara: Detay Publication.
Vázquez-Ovando, A., Rosado-Rubio, G., Chel-Guerrero, L., & Betancur-Ancona, D. (2009). Physicochemical properties of a fibrous fraction from chia (Salvia hispanica L.). Food Science and Technology, 42, 168–173.
Verbeken, D., Bael, K., Thas, O., & Dewettinck, K. (2006). Interactions between k-carrageenan, milk proteins and modified starch in sterilized dairy desserts. International Dairy Journal, 16, 482–488.
Vidal-Valverde, C., & Frias, J. (1991). Legume processing effects on dietary fibre components. Journal of Food Science, 56, 1350–1352.
Viuda-Martos, M., Ruiz-Navajas, Y., Martin-Sánchez, A., Sánchez-Zapata, E., Fernández-López, J., Sendra, E., et al. (2012). Chemical, physico-chemical and functional properties of pomegranate (Punica granatum L.) bagasses powder co-product. Journal of Food Engineering, 110, 220–224.
Wang, J., Rosell, C. M., & Benetido de Barber, C. (2002). Effect of the addition of different fibres on wheat dough performance and bread quality. Food Chemistry, 79, 221–226.
Wang, X., & Triantaphyllou, E. (2008). Ranking irregularities when evaluating alternatives by using some ELECTRE methods. The International Journal of Management Science, 36, 45–63.
Wang, N., Hatcher, D. W., & Gawalko, E. J. (2008). Effect of variety and processing on nutrients and certain anti-nutrients in field peas (Pisum sativum). Food Chemistry, 111, 132–138.
Wolever, T. M. S. (1990). Relationship between dietary fibre content and composition in foods and the glycemic index. The American Journal of Clinical Nutrition, 51, 72–75.
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The author would like to thank the Unit of Scientific Investigations in Erciyes University for its financial support of this work.
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Gurmeric, V.E., Dogan, M., Toker, O.S. et al. Application of Different Multi-criteria Decision Techniques to Determine Optimum Flavour of Prebiotic Pudding Based on Sensory Analyses. Food Bioprocess Technol 6, 2844–2859 (2013). https://doi.org/10.1007/s11947-012-0972-9
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DOI: https://doi.org/10.1007/s11947-012-0972-9