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This chapter synthesizes evidence from cognitive science, evolutionary theory, anthropology, psychological studies, and computational models for a complex systems inspired theory of creativity, and its role in cultural evolution. Creativity…

物理与社会 · 物理学 2024-06-25 Liane Gabora

Culture evolves, not just in the trivial sense that cultures change over time, but also in the strong sense that such change is governed by Darwinian principles. Both biological and cultural evolution are essentially cumulative selection…

种群与进化 · 定量生物学 2016-09-16 Chris Buskes

Creativity is perhaps what most differentiates humans from other species. It involves the capacity to shift between divergent and convergent modes of thought in response to task demands. Divergent thought has been characterized as the kind…

神经元与认知 · 定量生物学 2019-12-03 Liane Gabora

Culture is not just traits but a dynamic system of interdependent beliefs, practices and artefacts embedded in cognitive, social and material structures. Culture evolves as these entities interact, generating path dependence, attractor…

物理与社会 · 物理学 2026-01-05 Fredrik Jansson

Human symbol systems such as art and fashion styles emerge from complex social processes that govern the continuous re-organization of modern societies. They provide a signaling scheme that allows members of an elite to distinguish…

物理与社会 · 物理学 2019-01-11 Peter Klimek , Robert Kreuzbauer , Stefan Thurner

What can relics of the past tell us about the thoughts and beliefs of the people who invented and used them? Recent collaborations at the frontier of archaeology, anthropology, and cognitive science are culminating in speculative but…

种群与进化 · 定量生物学 2019-07-11 Liane Gabora

The constantly growing body of scholarly knowledge of science, technology, and humanities is an asset of the mankind. While new discoveries expand the existing knowledge, they may simultaneously render some of it obsolete. It is crucial for…

数字图书馆 · 计算机科学 2017-10-24 Chaomei Chen

Although computer scientists are generally familiar with the achievements of computer vision technology in art history, these accomplishments are little known and often misunderstood by scholars in the humanities. To clarify the parameters…

计算机与社会 · 计算机科学 2014-11-26 Emily L. Spratt , Ahmed Elgammal

The process of identifying and understanding art styles to discover artistic influences is essential to the study of art history. Traditionally, trained experts review fine details of the works and compare them to other known works. To…

人工智能 · 计算机科学 2019-12-04 Yucheng Zhu , Yanrong Ji , Yueying Zhang , Linxin Xu , Aven Le Zhou , Ellick Chan

Have you ever looked at a painting and wondered what is the story behind it? This work presents a framework to bring art closer to people by generating comprehensive descriptions of fine-art paintings. Generating informative descriptions…

计算机视觉与模式识别 · 计算机科学 2021-09-14 Zechen Bai , Yuta Nakashima , Noa Garcia

Like all natural systems, great societies and their cultures emerge by a growth process from their environments, developing, organized, and behaving as wholes with their internal designs linked with their external worlds. So the general…

物理与社会 · 物理学 2022-08-16 Jessie Henshaw

The fundamental role of mathematics as an inspiration for artists, but also as a tool for art creation, is presented in this paper following different art fields, like architecture, sculpture, painting, photography, literature and poetry,…

历史与综述 · 数学 2025-03-06 Maria J. Esteban

Creativity is a deeply debated topic, as this concept is arguably quintessential to our humanity. Across different epochs, it has been infused with an extensive variety of meanings relevant to that era. Along these, the evolution of…

计算机与社会 · 计算机科学 2020-08-14 Philippe Esling , Ninon Devis

The rise of multimodal generative AI is transforming the intersection of technology and art, offering deeper insights into large-scale artwork. Although its creative capabilities have been widely explored, its potential to represent artwork…

计算机视觉与模式识别 · 计算机科学 2025-03-19 Jin Kim , Byunghwee Lee , Taekho You , Jinhyuk Yun

This research extends a method previously applied to music and philosophy,representing the evolution of art as a time-series where relations like dialectics are measured quantitatively. For that, a corpus of paintings of 12 well-known…

We address the discovery of composition transfer in artworks based on their visual content. Automated analysis of large art collections, which are growing as a result of art digitization among museums and galleries, is an important tool for…

计算机视觉与模式识别 · 计算机科学 2019-07-09 Tomas Jenicek , Ondřej Chum

It is important to be clear as to whether a theory such as evolutionary archaeology pertains to biological evolution, in which acquired change is obliterated at the end of each generation, or cultural change, in which acquired change is…

种群与进化 · 定量生物学 2019-07-09 Liane Gabora

The surge of interest in "culture" in NLP has inspired much recent research, but a shared understanding of "culture" remains unclear, making it difficult to evaluate progress in this emerging area. Drawing on prior research in NLP and…

计算与语言 · 计算机科学 2025-03-17 Chen Cecilia Liu , Iryna Gurevych , Anna Korhonen

Generative artificial intelligence (generative AI) has entered the mainstream culture and become a subject of extensive academic investigation. However, the character and background of its impact on art require subtler scrutiny and more…

计算机与社会 · 计算机科学 2025-02-27 Dejan Grba

With an increasing amount of data in the art world, discovering artists and artworks suitable to collectors' tastes becomes a challenge. It is no longer enough to use visual information, as contextual information about the artist has become…