论文标题
在视觉分析与数字人文学科交集的文化遗产收藏的标签
Labeling of Cultural Heritage Collections on the Intersection of Visual Analytics and Digital Humanities
论文作者
论文摘要
从事可视化和人文研究之间交集的跨学科项目可能是一项艰巨的努力。挑战可能是为两个领域找到有价值的结果，或者如何应用最新的视觉分析方法（例如监督机器学习算法）。我们在使用文化遗产数据时讨论这些挑战。此外，将这些方法应用于无形遗产存在差距。为了反思一些跨学科项目，我们提出了三个案例研究，重点介绍了文化遗产馆藏的标签，数据，参与式设计过程的问题和挑战，以及这些合作中可视化学者的外卖。
Engaging in interdisciplinary projects on the intersection between visualization and humanities research can be a challenging endeavor. Challenges can be finding valuable outcomes for both domains, or how to apply state-of-the-art visual analytics methods like supervised machine learning algorithms. We discuss these challenges when working with cultural heritage data. Further, there is a gap in applying these methods to intangible heritage. To give a reflection on some interdisciplinary projects, we present three case studies focusing on the labeling of cultural heritage collections, the problems and challenges with the data, the participatory design process, and takeaways for the visualization scholars from these collaborations.
