Publication | Closed Access
Organic food consumption
134
Citations
20
References
2002
Year
NutritionRough Set TheoryEngineeringAgricultural EconomicsPublic Health NutritionChoice ModelData ScienceData MiningSurvey DataFood SystemsSustainable AgricultureLow-carbon Dietary ChoicePublic HealthFood ConsumptionRough SetFood PolicyStatisticsAgent-based ModelBehavioral AgentFood RegulationsOrganic FarmingRule InductionOrganic Food ConsumptionFood Chain Production
An approach is introduced to combine survey data with multi‐agent simulation models of consumer behaviour to study the diffusion process of organic food consumption. This methodology is based on rough set theory, which is able to translate survey data into behavioural rules. The topic of rule induction has been extensively investigated in other fields and in particular in learning machine, where several efficient algorithms have been proposed. However, the peculiarity of the rough set approach is that the inconsistencies in a data set about consumer behaviour are not aggregated or corrected since lower and upper approximation are computed. Thus, we expect that rough sets theory is suitable to extract knowledge in the form of rules within a consistent theoretical framework of consumer behaviour.
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