Creativity Support in AI Co-creative Tools: Current Research, Challenges and Opportunities

IF 2 3区计算机科学 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS

Computer Supported Cooperative Work-The Journal of Collaborative Computing Pub Date : 2023-05-24 DOI:10.1109/CSCWD57460.2023.10152832

Bin Ning, Fang Liu, Zhixiong Liu

引用次数: 1

Abstract

Artificial Intelligence technology-driven Creativity Support Tools (AI-CSTs) provide specific field capability support for human creative activities. In this paper, we compare and analyze the current situation and trend of AI-CSTs design space in four aspects: creative stage, support form, support technology, and role diversity. Through a coding study and comparative analysis of 50 AI-CSTs cases, we discuss the impact of AI-CSTs on traditional workflows, the boundaries of AI-CSTs as co-creators, and how to treat AI errors, which provides insights for future AI-CSTs design. We summarize the collaboration framework in AI-CSTs. Finally, this paper also studies the information technology requirements and challenges of AI-CSTs research, which provides a new perspective to understanding the landscape of AI-CSTs.

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人工智能协同创造工具中的创造力支持:当前研究、挑战和机遇

人工智能技术驱动的创造力支持工具(AI-CSTs)为人类创造性活动提供特定的现场能力支持。本文从创意阶段、支撑形式、支撑技术、角色多样性四个方面对AI-CSTs设计空间的现状和趋势进行了比较分析。通过对50个AI- csts案例的编码研究和对比分析，我们讨论了AI- csts对传统工作流程的影响，AI- csts作为共同创造者的界限，以及如何处理AI错误，为未来的AI- csts设计提供见解。我们总结了AI-CSTs的协作框架。最后，本文还研究了AI-CSTs研究的信息技术要求和挑战，为理解AI-CSTs的格局提供了一个新的视角。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Computer Supported Cooperative Work-The Journal of Collaborative Computing COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-

CiteScore

6.40

自引率

4.20%

发文量

审稿时长

>12 weeks

期刊介绍： Computer Supported Cooperative Work (CSCW): The Journal of Collaborative Computing and Work Practices is devoted to innovative research in computer-supported cooperative work (CSCW). It provides an interdisciplinary and international forum for the debate and exchange of ideas concerning theoretical, practical, technical, and social issues in CSCW. The CSCW Journal arose in response to the growing interest in the design, implementation and use of technical systems (including computing, information, and communications technologies) which support people working cooperatively, and its scope remains to encompass the multifarious aspects of research within CSCW and related areas. The CSCW Journal focuses on research oriented towards the development of collaborative computing technologies on the basis of studies of actual cooperative work practices (where ‘work’ is used in the wider sense). That is, it welcomes in particular submissions that (a) report on findings from ethnographic or similar kinds of in-depth fieldwork of work practices with a view to their technological implications, (b) report on empirical evaluations of the use of extant or novel technical solutions under real-world conditions, and/or (c) develop technical or conceptual frameworks for practice-oriented computing research based on previous fieldwork and evaluations.