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A conceptual space is a geometric structure that represents a number of quality dimensions, which denote basic features by which concepts and objects can be compared, such as weight, color, taste, temperature, pitch, and the three ordinary spatial dimensions. In a conceptual space, points denote objects, and regions denote concepts. The theory of conceptual spaces is a theory about concept learning first proposed by Peter Gärdenfors. It is motivated by notions such as conceptual similarity and prototype theory.

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  • Conceptual space (en)
  • 概念空間 (zh)
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  • 概念空间是代表若干維度的几何结构，可表示能夠放在一起比較的概念和對象之基本特徵，例如重量、颜色 、味道 、温度、间距和三个常規空间維度 。 在概念空間中，點表示對象，區域表示概念。 概念空间理论是彼得·加登佛斯（PeterGärdenfors）最早提出的理论， 受到概念和原型理论等觀念所啟發。 該理論還提出了「自然類別是概念空間中的凸區域」的概念 在那種情况下，如果和是类别的元素，且位於和之间 ，那麼也可能属于该类别。 概念凸性可讓區域焦點被解釋為類別原型 。在更一般的理論陳述中，概念是根據其原型的概念相似性來定義的。 (zh)
  • A conceptual space is a geometric structure that represents a number of quality dimensions, which denote basic features by which concepts and objects can be compared, such as weight, color, taste, temperature, pitch, and the three ordinary spatial dimensions. In a conceptual space, points denote objects, and regions denote concepts. The theory of conceptual spaces is a theory about concept learning first proposed by Peter Gärdenfors. It is motivated by notions such as conceptual similarity and prototype theory. (en)
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  • A conceptual space is a geometric structure that represents a number of quality dimensions, which denote basic features by which concepts and objects can be compared, such as weight, color, taste, temperature, pitch, and the three ordinary spatial dimensions. In a conceptual space, points denote objects, and regions denote concepts. The theory of conceptual spaces is a theory about concept learning first proposed by Peter Gärdenfors. It is motivated by notions such as conceptual similarity and prototype theory. The theory also puts forward the notion that natural categories are convex regions in conceptual spaces. In that if and are elements of a category, and if is between and , then is also likely to belong to the category. The notion of concept convexity allows the interpretation of the focal points of regions as category prototypes. In the more general formulations of the theory, concepts are defined in terms conceptual similarity to their prototypes. Conceptual spaces have found applications in both cognitive modelling and artificial intelligence. (en)
  • 概念空间是代表若干維度的几何结构，可表示能夠放在一起比較的概念和對象之基本特徵，例如重量、颜色 、味道 、温度、间距和三个常規空间維度 。 在概念空間中，點表示對象，區域表示概念。 概念空间理论是彼得·加登佛斯（PeterGärdenfors）最早提出的理论， 受到概念和原型理论等觀念所啟發。 該理論還提出了「自然類別是概念空間中的凸區域」的概念 在那種情况下，如果和是类别的元素，且位於和之间 ，那麼也可能属于该类别。 概念凸性可讓區域焦點被解釋為類別原型 。在更一般的理論陳述中，概念是根據其原型的概念相似性來定義的。 (zh)
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