关键词: 数字艺术史, 数字人文, 艺术史, 数字技术, 深度学习

Abstract:

“Digital humanities,” as a research concept and methodology, employs data processing, algorithmic analysis, and related techniques to achieve quantification and visual analysis in the humanities and social sciences, thereby driving innovative development of the humanities within today’s digital scholarly environment. With the advent of the digital age, the digitization of art history research provides a catalyst for transformation. Digital art history research leverages technologies such as image recognition, data mining, machine learning, and neural networks to process data and conduct quantitative analyses. This not only reshapes traditional art history research methods but also breaks the conventional narrative structures of the discipline, fostering interdisciplinary integration among art history, computer science, statistics, and other fields. Although digital art history research still generates debate, it represents a novel attempt at studying art history in the digital era, and digital methodologies have already become a significant driving force for the field.

Key words: Digital Art History, Digital Humanities, Art History, Digital Technology, Deep Learning