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THE SIMULATED CONSUMER - AN AGENT-BASED APPROACH TO SHOPPING BEHAVIOUR

机译:模拟消费者-基于代理商的购物行为方法

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摘要

Recent research on consumption has indicated a growing differentiation of consumption styles and habits, which in turn make the shoppers' decisions increasingly hard to grasp and more complex in general. In particular, it is found that the classic modelling techniques fail to sufficiently represent these decision processes. This paper examines the potentials of an agent-based approach for the locational choices of consumers for their shopping activities on a regional level. The model is applied to two product sectors, groceries and clothing, in two distinct research areas in northern Sweden and southern Germany. While the empirical findings generated for the two case studies resulted in quite different model designs, both are found to be equally applicable for representing the different choice mechanisms and result in forecasts of buying power flows and thus turnovers of individual shops. It is concluded that agent-based approaches provide an elaborate instrument to model consumer locational choices and to forecast consequences of planning decisions, although expanding the empirical basis on qualitative grounds of research may lead to still further advancements.
机译:最近的消费研究表明,消费方式和习惯的差异在不断增长,这反过来又使购物者的决策变得越来越难以掌握,总体上也变得更加复杂。特别地,发现经典的建模技术不能充分表示这些决策过程。本文研究了基于代理商的方法在区域级别上针对消费者进行购物活动的位置选择的潜力。该模型已应用于瑞典北部和德国南部两个不同的研究领域中的两个产品部门,分别是食品和服装。虽然这两个案例研究得出的经验结果导致模型设计大不相同,但两者都同样适用于代表不同的选择机制,并且可以预测购买力流,从而预测各个商店的营业额。结论是,尽管扩大基于定性研究的实证基础可能会导致进一步的发展,但是基于代理的方法为建模消费者的地点选择和预测计划决策的结果提供了详尽的工具。

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