估值的艺术:使用视觉分析来定价瑞典大师的古典画作
Adri De Ridder1,2, Steffen Eriksen2, Bert Scholtens2,3
1Department of Business Studies, Uppsala University, Campus Gotland, Visby, Sweden.
PloS one
|January 19, 2024
概括
对绘画的视觉分析,考虑技术和主题,提供比传统的基于标题的方法更准确的艺术定价方法. 这项艺术品估价研究突出了以艺术为基础的特征,以提高定价准确度.
科学领域:
- 艺术史 艺术史 艺术史
- 计量经济学 计量经济学
- 文化经济学 文化经济学
背景情况:
- 传统的艺术品估价模型在准确定价艺术品方面存在局限性.
- 传统方法通常依赖于术语数据,这可能导致分类问题和艺术品定价的系统偏见.
研究的目的:
- 与传统的术语方法相比,研究视觉分析在确定油漆价格方面的有效性.
- 识别影响艺术品估值和减少测量误差的关键艺术信息特征.
主要方法:
- 瑞典大师的古典绘画的大数据集是手工收集的.
- 绘画被视觉分析并按主题分类,以减少测量误差.
- 在视觉估值方法和传统的术语方法之间进行了比较分析.
主要成果:
- 绘画技术,主题和拍卖行显著影响艺术品的价格.
- 与基于标题的方法相比,视觉分析方法在对艺术品的分类和减少偏差方面更有效.
- 艺术信息的特征对于准确的艺术定价至关重要.
结论:
- 对艺术品的视觉检查是对艺术品估价的优越方法,而不是仅仅依靠标题.
- 将艺术特征纳入估值模型可以提高准确性,并最大限度地减少艺术市场分析中的系统偏见.
- 这项研究强调了详细的,以艺术为基础的数据对于强大的艺术定价策略的重要性.
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