论文标题
虚拟现实艺术相遇中的用户关注和行为
User Attention and Behaviour in Virtual Reality Art Encounter
论文作者
论文摘要
随着消费者虚拟现实（VR）耳机和创意工具的扩散，内容创建者开始使用沉浸式媒体尝试新形式的交互式受众体验。在虚拟环境中了解用户的注意力和行为可以极大地为VR中的创作过程提供信息。我们开发了一种抽象的VR绘画和一个实验系统，可以通过眼睛注视和运动跟踪来研究受众。来自35名参与者的用户实验的数据揭示了ART探索中的一系列用户活动模式。深度学习模型用于研究行为数据与受众背景之间的联系。作为艺术品的一部分，新的集成方法可视化用户注意力，作为内容创建者的反馈循环。
With the proliferation of consumer virtual reality (VR) headsets and creative tools, content creators have started to experiment with new forms of interactive audience experience using immersive media. Understanding user attention and behaviours in virtual environment can greatly inform creative processes in VR. We developed an abstract VR painting and an experimentation system to study audience encounters through eye gaze and movement tracking. The data from a user experiment with 35 participants reveal a range of user activity patterns in art exploration. Deep learning models are used to study the connections between behavioural data and audience background. New integrated methods to visualise user attention as part of the artwork are also developed as a feedback loop to the content creator.
