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1.
Animal ; 10(4): 709-17, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26592312

ABSTRACT

Instrumental assessments and sensory tests were performed to evaluate the effects of diet and postmortem ageing time (1, 7 and 21 days) on beef quality. A total of 48 Friesian calves were randomly allocated to four dietary treatments: control, whole linseed (10% linseed), conjugated linoleic acid (CLA) (2% protected CLA), and whole linseed+CLA (10% linseed and 2% protected CLA). Animals were slaughtered at 458±16.6 kg live weight and 11 months of age. Ageing was more significant than diet on most instrumental parameters. Meat from linseed enriched diets had greater drip loss (P⩽0.001) and intramuscular fat (P⩽0.01) than meat from animals fed CLA. Beef aged for 7 and 21 days had lower cooking losses (P⩽0.01) and shear force (P⩽0.001) than beef aged for 1 day. Lightness was affected only by display time. The addition of CLA in the diet increased hue and yellowness, whereas the inclusion of linseed decreased these values, as well as increased redness. Linseed in the diet decreased fat odour (P⩽0.05), but increased beef (P⩽0.01) and liver (P⩽0.05) flavours. Meat aged for 21 days was significantly more rancid (P⩽0.001), even under vacuum storage. Several organoleptic properties were improved with the inclusion of linseed in the diet, whereas they remained unaffected by the inclusion of CLA.


Subject(s)
Flax/chemistry , Linoleic Acids, Conjugated/pharmacology , Red Meat/standards , Seeds/chemistry , Animal Feed/analysis , Animal Nutritional Physiological Phenomena , Animals , Cattle , Cooking , Diet/veterinary , Linoleic Acids, Conjugated/chemistry , Red Meat/analysis , Rumen/drug effects
2.
Animal ; 9(8): 1423-30, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26190253

ABSTRACT

A total of 64 intensively reared Friesian steers were used in a 2×2×2 design to study the effects of age of castration (15 days old v. 5 months old), dietary protein level (14.6% v. 16.8%; DM basis) and lysine/methionine (lys/met) ratio (3.0 v. 3.4) on meat quality. The lys/met ratio of 3.0 was reached with supplementation of protected methionine. Animals were slaughtered at a live weight of 443.5 ± 26.2 kg at around 12 months of age. Colour and lipid oxidation were measured in the longissimus thoracis muscle throughout the 14 days of display under modified atmospheric and commercial display conditions. A panel of 17 consumers assessed daily the visual acceptability of the meat on display. A consumer acceptability eating test was also performed with 120 consumers in meat aged for 7 days under vacuum conditions. Lipid oxidation was not influenced by castration age and the protein level in the diet. Castration age did not affect meat colour, but meat from the low protein level diet and the low lys/met ratio showed higher redness (a*) from 3 days of display onwards. Nevertheless, from 6 days onwards, consumer visual acceptability was below the level of acceptance in all treatments, and even from 5 days onwards in those animals that underwent early castration and were fed either a high protein diet or a combination diet low in protein content and high in lys/met ratio. The best accepted treatments throughout the display period were those from late castrated animals fed a low protein diet, probably related to other visual aspects. However, the best accepted meat after consumption was that from late castrated animals fed high protein and high lys/met. The addition of protected methionine to reach lys/met levels of 3.0 did not improve beef acceptability, with the high protein diet being preferred by consumers in terms of palatability in late castrated animals.


Subject(s)
Cattle/growth & development , Diet/veterinary , Dietary Proteins/metabolism , Lysine/metabolism , Meat/standards , Methionine/metabolism , Orchiectomy/veterinary , Animals , Body Weight/physiology , Color/standards , Dietary Supplements , Lipid Peroxidation/drug effects , Male , Meat/analysis , Methionine/analysis
3.
Meat Sci ; 105: 16-24, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25747931

ABSTRACT

We analysed the effect of a modified pen using a wooden screen with flaps and cereal straw as forage and bedding, on behaviour, stress response, performance and meat quality variables of lambs housed in feedlots. Sixty male lambs were placed in enriched (ESF) or conventional (CO) pens (3 pens/treatment, 10 lambs/pen). The CO environment was barren. The ESF lambs showed a great preference for the provided items, which encouraged more natural and richer behaviour, reducing stereotypies and lamb aggressions, and increasing affiliations (P ≤ 0.05), which improves group cohesion. However, ESF lambs also developed a more natural coping style to the handling, evidenced by the higher cortisol levels (65.4 vs. 43.8 nmol/L) and a higher eye temperature as response to the reactivity test (38.1 vs. 37.8 °C). The ESF lambs had a higher (P ≤ 0.05) slaughter weight (27.2 vs. 26.3 kg), conformation score (7.38 vs. 6.07) and pH 24 (5.63 vs. 5.56) but lower cooking losses (12.9 vs. 14.9%) than CO lambs.


Subject(s)
Animal Husbandry/methods , Diet/veterinary , Food Quality , Meat/analysis , Muscle Development , Sheep, Domestic/psychology , Stress, Psychological/prevention & control , Adaptation, Psychological , Animals , Animals, Inbred Strains , Behavior, Animal , Body Temperature Regulation , Cooking , Edible Grain/chemistry , Energy Intake , Hydrocortisone/blood , Hydrogen-Ion Concentration , Male , Muscle, Skeletal/growth & development , Muscle, Skeletal/metabolism , Plant Components, Aerial/chemistry , Sheep, Domestic/growth & development , Sheep, Domestic/physiology , Spain , Stress, Psychological/blood , Stress, Psychological/metabolism , Weight Gain
4.
Animal ; 8(9): 1561-8, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24967659

ABSTRACT

The effects of castration age, dietary protein level and the dietary lysine/methionine (lys/met) ratio on animal performance, carcass characteristics and meat quality were studied in 64 intensively reared Friesian steers. Animals underwent castration procedures at 15 days old or at 5 months old. Dietary treatments started at 90 days old, with eight animals from each castration age randomly allocated to each treatment: 14.6% v. 16.8% CP (DM basis), and 3.0 v. 3.4 lys/met, on a 2×2×2 design. The recommended ratio of 3.0 was reached with supplementation of protected methionine. Steers were slaughtered at 443.5±26.2 kg live weight when they reached 12 months old approximately. Average daily gain, cold carcass weight or carcass classification were not affected by any studied effect. Muscle moisture (P=0.024), C18:2n-6 percentage (P=0.047), polyunsaturated fatty acid/saturated fatty acid (P=0.049) and n-6/n-3 (P=0.003) were higher in late castrated animals. Both high levels of dietary protein (P=0.008) and lys/met ratio (P=0.048) increased the percentage of muscle in the carcass. A level of 16.8% of CP in the diet also increased the percentage of monounsaturated fatty acids in the intramuscular fat (P=0.032), whereas a ratio lys/met of 3.4 decreased the percentage of saturated fatty acids (P=0.028). Thus, it is recommended using diets with a high protein level (16.8%) and a high lys/met ratio (3.4) in animals slaughtered at a young age, in order to obtain carcasses with high muscle content without negatively affecting productive traits or intramuscular fat composition.


Subject(s)
Cattle/physiology , Diet/veterinary , Dietary Proteins/administration & dosage , Lysine/administration & dosage , Meat/standards , Methionine/administration & dosage , Age Factors , Animal Feed , Animals , Body Composition/drug effects , Body Weight/drug effects , Dietary Supplements , Fatty Acids/analysis , Male , Orchiectomy , Random Allocation
5.
Meat Sci ; 97(4): 490-6, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24769149

ABSTRACT

We analysed the effect of enriched housing on the sensory meat quality and fatty acid composition of longissimus muscle in 60 entire Rasa Aragonesa lambs, housed indoors for 5 weeks in six pens (10 lambs/pen, 0.95 m(2)/lamb, initial weight 17.13±0.18 kg and carcass mean 12.23±0.23 kg); three control pens (barren) and three enriched pens (straw, platform with ramps and a small ramp). The final weight, carcass weight, fatness scores and cooking losses of meat from enriched lambs (EG) were higher and pH 24 was lower (P ≤ 0.05). The EG lambs had more C18:0 and total SFA (P ≤ 0.05). Lamb odour and grass odour were more intense in EG (P ≤ 0.05). Overall liking was higher for EG (P ≤ 0.05) and associated with tenderness (P ≤ 0.0001). The results suggest that environmental enrichment can have effects on fatty acid composition and sensory meat quality.


Subject(s)
Animal Welfare , Dietary Fats/analysis , Fatty Acids/analysis , Housing, Animal , Meat/analysis , Muscle, Skeletal/chemistry , Odorants , Animals , Body Composition , Body Weight , Consumer Behavior , Cooking , Diet , Environment , Humans , Hydrogen-Ion Concentration , Sheep, Domestic , Stress, Mechanical
6.
Meat Sci ; 97(1): 42-8, 2014 May.
Article in English | MEDLINE | ID: mdl-24486685

ABSTRACT

This study analyses the effect of environmental enrichment on the welfare, productive traits and meat quality of lambs housed in feedlots. Sixty lambs were placed in enriched (EE) or conventional (CO) pens (3 pens for each treatment, 10 lambs/pen) where EE had a wooden platform with ramps that provided access to a concentrate hopper, cereal straw as bedding and forage, and one play ramp. The CO pen was barren, similar to commercial feedlots. The physiological adaptation response of EE lambs was more efficient than CO, since the latter mobilised more body reserves (i.e., increased NEFA, P<0.05), and had lower levels of immunity (i.e., increased N/L, P<0.05), which indicate chronic stress, probably associated with the barren environment. The EE lambs had a higher (P<0.05) average daily gain, with heavier carcasses and higher fattening scores, as well as lower pHult, higher L and b values, and lower values of texture (P<0.05).


Subject(s)
Animal Welfare , Food Quality , Housing, Animal , Animal Feed/analysis , Animals , Color , Hydrogen-Ion Concentration , Meat/analysis , Muscle, Skeletal/chemistry , Sheep, Domestic
7.
Meat Sci ; 96(3): 1258-65, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24334048

ABSTRACT

The effect of varying concentrate composition to include 5% linseed and 200 IU of vitamin E on the growth performance, fatty acid composition, and muscle color during shelf life was assessed in 46 young Pirenaica bulls finished to two fatness levels. Adding 5% linseed lowered the dressing rate without altering daily gain or carcass classification. It likewise did not alter the total saturated, monounsaturated, or polyunsaturated fatty acids in the intramuscular fat, though the percentage of α-linolenic acid and n-3 fatty acids increased significantly while the n-6 fatty acid to n-3 fatty acid ratio decreased. Higher subcutaneous fat cover depth at slaughter increased the total percentage of oleic acid and monounsaturated fatty acids without affecting the percentage of saturated or polyunsaturated fatty acids. Adding 200 IU of vitamin E in addition to linseed did not alter the color of film-wrapped fresh meat during storage in darkness.


Subject(s)
Animal Feed , Fatty Acids, Omega-3/analysis , Fatty Acids, Omega-6/analysis , Flax/chemistry , Meat/analysis , Muscle, Skeletal/chemistry , Animal Nutritional Physiological Phenomena , Animals , Cattle , Color , Food Packaging , Food Storage , Male , Subcutaneous Fat/chemistry , Vitamin E/administration & dosage
8.
Animal ; 7(12): 2063-72, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24237679

ABSTRACT

Twenty Gascon young bulls that had been reared either in intensive conditions (INT) (n=10) with early weaning at 3 to 4 months, or in a traditional extensive (EXT) system (n=10) with weaning at 7 months, were subjected to the same conditions during the 145-day finishing period. Production system before the finishing period did not affect conformation, dressing percentage or morphology of the carcass; nevertheless, tissue composition differed somewhat between the two groups. Display had a stronger effect on meat colour than did production system. Percentage of myoglobin was highest in INT (P≤ 0.001), although meat texture and sensory quality did not differ between rearing conditions. EXT animals had darker, more yellow fat, a higher percentage of n-3 fatty acids (P≤ 0.001), a lower percentage of saturated fatty acids (P≤ 0.05) and a lower n-6/n-3 index (P≤ 0.001) than did the INT-reared animals. Production system before the fattening period might modify some of the characteristics of commercial beef, especially those associated with fat.


Subject(s)
Adipose Tissue/physiology , Body Composition/physiology , Meat/standards , Animals , Cattle/physiology , Human-Animal Bond , Male
9.
Meat Sci ; 82(1): 71-6, 2009 May.
Article in English | MEDLINE | ID: mdl-20416566

ABSTRACT

This study determined whether short (2h) or long (8h) lairage at an abattoir had an effect on plasma stress indicators (haematocrit, glucose, lactate, creatine phosphokinase and corticosterone), instrumental meat quality (pH24, water holding capacity, colour, raw and cooked texture) and sensory meat quality (using a trained sensory panel) in rabbits. The effect of the position of the animals on a multifloor rolling cage stand during lairage was also assessed. Lairage time had a significant effect on blood stress indicators, but only a slight effect on meat quality traits. A lairage duration of 6-8h is recommended.

10.
Meat Sci ; 82(1): 37-43, 2009 May.
Article in English | MEDLINE | ID: mdl-20416607

ABSTRACT

The effect of the fattening diet, slaughter weight and sex on meat quality was studied in a total of 156 hybrid rabbits. After weaning, rabbits were divided into three groups of 52 animals each (50% male and 50% female), that were allocated for three weeks to one of three commercial diets containing low (14.28%, A), medium (18.04%, B) and high (20.48%, C) fibre content with decreasing energy levels. Animals were slaughtered at 2.0 and 2.3kg after the consumption of a common pre-slaughter non-medicated concentrate and pH, colour, water-holding capacity (WHC), Warner-Bratzler shear test and sensory analysis were all measured. Meat from animals fed with low fibre and high energy was the least luminous. Rabbits slaughtered at 2.0kg showed more yellowness than at 2.3kg at 0min. In both traits, these differences did not prevail after 15min of blooming. Globally, meat from males was more coloured than that of the females, both at 0 and 15min of blooming. No significant differences were found for pH, WHC or shear test for the individual effects. In the sensory analysis, rabbit and grass odours were more intense at 2.0kg than at 2.3kg of slaughter weight.

11.
Meat Sci ; 83(4): 604-9, 2009 Dec.
Article in English | MEDLINE | ID: mdl-20416651

ABSTRACT

A total of 144 lambs were sampled in a 3×2×2 factorial design, testing three residence (stay) times at a pre-slaughter classification centre (0, 7, and 28days) and two seasons (summer and winter), with two replicates in each season. Meat from the longissimus dorsi was analysed in terms of pH, WHC, texture, colour (L∗a∗b∗, chroma and hue) and carcass bruising. Stay time had a significant effect (p<0.001) on meat texture, while season had a significant effect (p<0.001) on all variables analysed. Overall, stay time had less effect on meat quality than season and the interaction between treatments was not significant. Meat from lambs slaughtered in winter had some dark-cutting characteristics, with darker colour, higher ultimate pH, tougher meat and lower press juice. In conclusion, pre-slaughter classification and season are sources of stress for lambs and affect meat quality traits.

12.
Meat Sci ; 79(1): 98-104, 2008 May.
Article in English | MEDLINE | ID: mdl-22062602

ABSTRACT

Sensory characteristics of longissimus thoracis muscle from three local Spanish beef breed-production systems and their relationships with chemical and instrumental meat quality traits were studied. Young bulls of Bruna dels Pirineus (BP; n=69), Avileña-Negra Ibérica (A-NI; n=70) and Morucha (MO; n=70) breeds were reared in their own production systems. MO breed showed the highest water holding capacity and also the highest thawing loss and haem pigment content (P<0.001). No differences in moisture and protein contents were found among breeds. A-NI showed the highest intramuscular fat (IMF, P<0.05) and total collagen (P<0.001) contents, whereas BP showed the lowest IMF content (P<0.05) and the highest collagen solubility (P<0.001). Beef flavour, tenderness and juiciness accounted for the eating quality differences among the three breed-production systems. Meat from A-NI was rated significantly higher (P<0.01) for beef flavour and tenderness than that from BP and MO animals. Furthermore, MO showed the lowest juiciness (P<0.001) which could be due to its higher thawing loss. Within the three breeds, thawing loss was negatively correlated with juiciness and, likewise cooking loss with juiciness and tenderness (P<0.05). The canonical discriminant analysis showed that the three breeds were significantly different (P<0.05) from each other according to sensory attributes, which justifies their involvement in different protected geographical indications (PGI).

13.
Meat Sci ; 80(3): 697-702, 2008 Nov.
Article in English | MEDLINE | ID: mdl-22063585

ABSTRACT

The aim of this study was to assess near-infrared reflectance (NIR) spectroscopy as a tool for determining sensory and texture characteristics of beef. Chemical, instrumental, texture and sensory characteristics were predicted by near-infrared reflectance spectroscopy carried out on longissimus dorsi muscle samples from 190 young bulls. The use of first derivative gave best predictions together with NIR spectra, except for myoglobin and water holding capacity, which had an R(2) of prediction of 0.91 and 0.82, respectively, using visible and NIR spectra. Tenderness was the best-predicted variable (R(2)=0.98) demonstrating the potential of NIR spectroscopy in the prediction of sensory variables. Chemical composition variables and Warner-Bratzler shear force were predicted with an R(2) of prediction of around 0.7, but protein was not predicted with accuracy.

14.
Meat Sci ; 76(3): 444-54, 2007 Jul.
Article in English | MEDLINE | ID: mdl-22060986

ABSTRACT

This study measured the effect of replacing dietary fat from an animal source with palm oil supplements on the intramuscular fatty acid profile and sensory quality traits of the meat from young bulls. Thirty-six entire male Friesian calves (mean age=6.8±1.1 months, mean live weight=162.5±28.6kg) were assigned to one of four isoenergetic (1.03 MFU/kg DM) and isoproteinic (15.5% CP) diets, that differed in their fat additives: (D1) lard-tallow mix (control); (D2) hydrogenated palm oil fatty acids (PFA); (D3) calcium salt of partially hydrogenated PFA, and (D4) calcium salt of the fatty acid distillate from palm oil. Bulls (mean live weight=391.3±30.3kg) were slaughtered under commercial conditions and sensory tests were performed to evaluate the effects of the four diets and ageing time (1, 10, and 21d). Only the proportions of C16:0 and C18:0 were significantly affected by the palm oil dietary supplement. Ageing time affected grass odour, tenderness, juiciness, fibrosity, liver flavour, and acid flavour. Nevertheless, palm oil supplements did not negatively alter the organoleptic characteristics of the meat.

15.
Meat Sci ; 76(2): 266-73, 2007 Jun.
Article in English | MEDLINE | ID: mdl-22064295

ABSTRACT

This study examined whether social status of the animals influenced the productive, morphological, physiological, and meat quality parameters in young Friesian bulls. The social dominance index (SDI) was estimated by direct observation of the dominance relationships among animals living in a feedlot. Thirty young bulls were divided into three groups based on their social status as assessed by SDI. The social status of the animals had a small effect on daily growth rate, but did not affect carcass or meat quality parameters. Physiological measures of stress were also unaffected by the animals' social status.

16.
Dtsch Tierarztl Wochenschr ; 113(2): 59-64, 2006 Feb.
Article in English | MEDLINE | ID: mdl-16555485

ABSTRACT

The transport of domestic animals by road can increase levels of stress and decrease meat quality, especially in unfavourable climates. The purpose of this study was to investigate the effect of journey duration and vertical position on the transport truck on some physiological indicators of stress and on instrumental meat quality parameters in commercial rabbits. In the summer months (June and July, 2003), 78 rabbits were subjected to either long (7 h) (LJ) or short (1 h) (SJ) journeys (3 replicates each, n = 6) between the farm and an abattoir in northern Spain. The position (top, middle, or bottom) occupied by the rabbits on the Multi-Floor cage Rolling Stand (MFRS) of the transport truck was recorded. Blood samples were collected at sticking and meat pH was measured at 24 h post-mortem (pH24). At 48 h post-mortem, samples of the M. longissimus dorsi were used to determine water-holding capacity (WHC) and instrumental tenderness using an INSTRON machine. The levels of corticosterone, glucose, lactate, and creatine kinase were slightly higher in LJ than in SJ samples, but the difference was not statistically significant (p < or = 0.10). Independent of journey length, rabbits in the middle and bottom of the MFRS showed higher levels (p < or = 0.05) of glucose and creatine kinase (middle), and corticosterone (bottom) than the rabbits located at the top floor. The pH 24 and WHC values of the SJ and LJ rabbits did not differ significantly. Journey length had a significant effect (p < or = 0.01) on meat tenderness. The meat from rabbits subjected to LJ had higher values of maximum stress and total toughness than did the SJ rabbits (p < or = 0.05). There were similar differences (p < or = 0.05) between LJ and SJ rabbits in their stress values of compression at 20% and 40% (measures of the tenderness of raw meat). In hot weather, the position on the transport truck appeared to have a greater effect on rabbit welfare than the duration of the journey.


Subject(s)
Animal Welfare , Hot Temperature , Meat/standards , Rabbits , Stress, Physiological/veterinary , Transportation , Abattoirs , Animals , Female , Male , Muscle, Skeletal/physiology , Stress, Physiological/etiology , Stress, Physiological/physiopathology , Time Factors
17.
Meat Sci ; 72(3): 545-54, 2006 Mar.
Article in English | MEDLINE | ID: mdl-22061739

ABSTRACT

In the present study German (DE), Spanish (ES) and British (UK) consumers' acceptance of lamb from their own country compared to lamb from Uruguay (UY) was evaluated. Two-hundred consumers in each country evaluated tenderness, flavour and overall acceptability of four types of lamb, two from UY (light and heavy lambs aged 20 d) and 2 local (with two ageing times, 7 and 20 d). In each country 1.5cm-thick slices of lamb were evaluated by previously selected consumers in controlled conditions. DE and UK consumers showed significantly (P<0.05) different acceptability scores between samples, the lamb from heavier animals and aged 20 d being the most appreciated. On the other hand the majority of the ES consumers significantly (P<0.05) preferred the meat from lighter lambs. Production systems, cultural aspects and consumption habits seem to affect the acceptability of the lamb to the consumers.

18.
Meat Sci ; 72(4): 773-7, 2006 Apr.
Article in English | MEDLINE | ID: mdl-22061892

ABSTRACT

The aim of this study was to determine whether transport times of up to 7h can have a significant effect on instrumental meat quality traits in rabbits. Spain has very hot summers and cold winters; therefore, we performed replicates in two seasons. To evaluate the effect of transport time and season on rabbit meat quality, we assessed four meat quality parameters: pH, water holding capacity (WHC), texture (compression and Warner-Bratzler analyses), and colour (CIEL*a*b*). We also considered the effect of the position of the animals on the transport vehicle. After slaughter, we analysed steaks of Longissimus dorsi from all transported animals (n=216). Average pH at 24h and WHC did not differ significantly between transport time treatments. Position on the vehicle did not influence the measures of meat quality. Transport time had a significant effect on all the meat texture parameters measured by compression, but did not affect shear force or toughness. Transport time influenced a* but not L* or b*. Transport time had much less of an effect on meat quality than time of year; therefore the effect of season appeared to be independent of transport time. Position on the vehicle had no effect on meat quality. Based on our results, we conclude that the transport process can affect instrumental meat quality.

19.
Meat Sci ; 73(1): 109-15, 2006 May.
Article in English | MEDLINE | ID: mdl-22062060

ABSTRACT

In this study, a total of 163 young-bull carcasses belonging to seven Spanish native beef cattle breeds showing substantial carcass variation were photographed in order to obtain digital assessments of carcass dimensions and profiles. This dataset was then analysed using machine learning (ML) methodologies to ascertain the influence of carcass profiles on the grade obtained using the SEUROP system. To achieve this goal, carcasses were obtained using the same standard feeding regime and classified homogeneous conditions in order to avoid non-linear behaviour in grading performance. Carcass weight affects grading to a large extent and the classification error obtained when this attribute was included in the training sets was consistently lower than when it was not. However, carcass profile information was considered non-relevant by the ML algorithm in earlier stages of the analysis. Furthermore, when carcass weight was taken into account, the ML algorithm used only easy-to-measure attributes to clone the classifiers decisions. Here we confirm the possibility of designing a more objective and easy-to-interpret system to classify the most common types of carcass in the territory of the EU using only a few single attributes that are easily obtained in an industrial environment.

20.
Meat Sci ; 74(4): 667-75, 2006 Dec.
Article in English | MEDLINE | ID: mdl-22063221

ABSTRACT

In this paper we propose a method to learn the reasons why groups of consumers prefer some beef products to others. We emphasise the role of groups since, from a practical point of view, they may represent market segments that demand different products. Our method starts representing people's preferences in a metric space; there we are able to define a kernel based similarity function that allows a clustering algorithm to identify significant groups of consumers with homogeneous likes. Finally, in each cluster, we developed, with a support vector machine (SVM), a function that explains the preferences of those consumers grouped in the cluster. The method was applied to a real case of consumers of beef that tasted beef from seven Spanish breeds, slaughtered at two different weights and aged for three different ageing periods. Two different clusters of consumers were identified for acceptability and tenderness, but not for flavour. Those clusters ranked two very different breeds (Asturiana and Retinta) in opposite order. In acceptability, ageing period was appreciated in a different way. However, in tenderness most consumers preferred long ageing periods and heavier to lighter animals.

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