Inthispaperwedescribeaconcept-wisemulti-preferencesemantics for description logic which has its root in the preferential approach for modeling defeasible reasoning in knowledge representation. We argue that this proposal, beside satisfying some desired properties, such as KLM postulates, and avoiding the drowning problem, also defines a plausible notion of semantics. We motivate the plausibility of the concept-wise multi-preference semantics by developing a logical semantics of self-organising maps, which have been proposed as possible candidates to explain the psychological mechanisms underlying category generalisation, in terms of multi-preference interpretations.

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关于合理的概念多偏好语义及其与自组织映射的关系

在本文中，我们描述了一种用于描述逻辑的概念明智的多偏好语义，其根源在于在知识表示中对可废止推理建模的优先方法。我们认为，该提议除了满足一些所需的属性（例如 KLM 假设）并避免溺水问题外，还定义了一个看似合理的语义概念。我们通过开发自组织映射的逻辑语义来激发概念方面多偏好语义的合理性，自组织映射已被提议作为可能的候选者来解释基于多偏好解释的类别泛化的心理机制。