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Affordance based human behaviour model for group path finding

机译:基于团购的基于行为的人类行为模型

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摘要

Many advanced models are developed to predict human behaviour that explains human actions in some specific environment. This study refers to some of those models, such as work behaviour model which deals with the theory of purposeful work behaviour by agents in a work environment. Some behaviour models includes cognitive, emotional and social aspects of human behaviour such as PECS model. Some models deals with affordance theory which focuses on the relation between agent, his actions and his observations. All these models offer suitability towards the formation of a new computational model which identifies human behavioural aspects individually. Our new model provides an opportunity to observe human behaviour in social activity, such as migration and solves path prediction problem. The model is expected to resolve various hypothetical relations between the included behavioural aspects, which affect human actions in making path choice decisions. An agent based simulation on migration activity of artificial human societies is developed to test the applicability of the model. Some mobility patterns are calculated using this implementation on a known study area.
机译:开发了许多高级模型来预测人类行为,这些行为解释了某些特定环境中的人类行为。本研究参考了其中的一些模型,例如工作行为模型,该模型处理工作环境中代理人有目的的工作行为的理论。一些行为模型包括人类行为的认知,情感和社会方面,例如PECS模型。一些模型处理的是支付能力理论,该理论侧重于代理人,其行为和其观察之间的关系。所有这些模型都适合于形成新的计算模型,该模型可以单独识别人类行为方面。我们的新模型提供了一个机会来观察人类在社交活动中的行为,例如迁移,并解决了路径预测问题。该模型有望解决所包含的行为方面之间的各种假设关系,这些关系会影响人类在做出路径选择决策时的行为。开发了基于人工模拟的人类社会迁移活动的代理,以测试该模型的适用性。使用此实现在已知的研究区域上计算出一些移动性模式。

著录项

  • 作者

    Patil Lokesh;

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  • 年度 2014
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  • 原文格式 PDF
  • 正文语种 en
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