论文标题

发展人类认知和人类文化的热力学

Development of a Thermodynamics of Human Cognition and Human Culture

论文作者

Aerts, Diederik, Arguëlles, Jonito Aerts, Beltran, Lester, Sozzo, Sandro

论文摘要

受经典和量子物理学的基础研究的启发,以及量子信息理论的信息检索研究,我们证明,“能量”和“熵”的概念可以始终如一地在人类语言中,更普遍地在人类文化中引入。更明确的是,如果能量根据文本中的外观频率归因于单词,则随后的能量水平是非经典的,即,他们服从Bose-einstein,而不是Maxwell-Boltzmann,而不是统计,由于统计,由于真正的量子不可分性地出现在文本中。其次,由于文本携带的含义的方式,“量子纠缠”减少了出现在文本中的单词的(von Neumann)熵,这种行为无法在经典(热力学或信息)熵中解释。我们在这里声称,这种“量子类型的行为在人类语言中通常是有效的”,即,任何文本在概念上都比构成它的单词更具体,这需要整体文本的熵降低。此外,我们提供了从认知中获取的例子,其中能量的量化出现在分类感知中,以及从实体协作(因此“纠缠”)以减少整体熵的文化中。我们使用这些发现来提出针对人类认知的新的“非经典热力学理论”的发展,该理论还涵盖了人类文化及其人工制品的广泛部分,以及与量子物理实体的概念。

Inspired by foundational studies in classical and quantum physics, and by information retrieval studies in quantum information theory, we prove that the notions of 'energy' and 'entropy' can be consistently introduced in human language and, more generally, in human culture. More explicitly, if energy is attributed to words according to their frequency of appearance in a text, then the ensuing energy levels are distributed non-classically, namely, they obey Bose-Einstein, rather than Maxwell-Boltzmann, statistics, as a consequence of the genuinely 'quantum indistinguishability' of the words that appear in the text. Secondly, the 'quantum entanglement' due to the way meaning is carried by a text reduces the (von Neumann) entropy of the words that appear in the text, a behaviour which cannot be explained within classical (thermodynamic or information) entropy. We claim here that this 'quantum-type behaviour is valid in general in human language', namely, any text is conceptually more concrete than the words composing it, which entails that the entropy of the overall text decreases. In addition, we provide examples taken from cognition, where quantization of energy appears in categorical perception, and from culture, where entities collaborate, thus 'entangle', to decrease overall entropy. We use these findings to propose the development of a new 'non-classical thermodynamic theory' for human cognition, which also covers broad parts of human culture and its artefacts and bridges concepts with quantum physics entities.

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