Creative Sense-Making: Quantifying Interaction Dynamics in Co-Creation
Creative Sense-Making: Quantifying Interaction Dynamics in Co-Creation
复制标题
创造性意义建构：量化共同创造中的互动动态
DOI：
10.1145/3059454.3059478
复制
发表时间：
2017
期刊：
影响因子：
--
通讯作者：
Brian Magerko
中科院分区：
文献类型：
--
作者：
N. Davis;Chih;Kunwar Yashraj Singh;B. Lin;Brian Magerko
本文描述了一种在开放式共同创造过程中量化交互动态的新技术，例如协作绘画或扮演角色。我们提出了一个称为创造性意义建构的认知框架。该框架综合了现有的认知科学理论和对开放式即兴创作的实证研究，以开发一种随着时间的推移量化认知状态和交互类型的方法。我们将该框架应用于人类协作（在假装游戏领域）和基于人工智能的系统（在协作绘图领域）的实证研究，通过跨领域应用和每个领域内评估者间的可靠性来确定其有效性。所描述的创造性意义构建框架包括定性编码技术、交互编码软件及其应用背后的认知理论。
This paper describes a new technique for quantifying interaction dynamics during open-ended co-creation, such as collaborative drawing or playing pretend. We present a cognitive framework called creative sense-making. This framework synthesizes existing cognitive science theories and empirical investigations into open-ended improvisation to develop a method of quantifying cognitive states and types of interactions through time. We apply this framework to empirical studies of human collaboration (in the domain of pretend play) and AI-based systems (in the domain of collaborative drawing) to establish its validity through cross-domain application and inter-rater reliability within each domain. The creative sense-making framework described includes a qualitative coding technique, interaction coding software, and the cognitive theory behind their application.
影响因子：
2.6
作者：
Di Paolo, Ezequiel A.;Rohde, Marieke;Iizuka, Hiroyuki
通讯作者：
Iizuka, Hiroyuki