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We propose co-creative learning as a novel paradigm where humans and AI, i.e., biological and artificial agents, mutually integrate their partial perceptual information and knowledge to construct shared external representations, a process…

人机交互 · 计算机科学 2025-06-19 Ryota Okumura , Tadahiro Taniguchi , Akira Taniguchi , Yoshinobu Hagiwara

Deep learning perception models require a massive amount of labeled training data to achieve good performance. While unlabeled data is easy to acquire, the cost of labeling is prohibitive and could create a tremendous burden on companies or…

计算机视觉与模式识别 · 计算机科学 2021-11-19 Xinnan Du , William Zhang , Jose M. Alvarez

This first workshop on visualization for climate action and sustainability aims to explore and consolidate the role of data visualization in accelerating action towards addressing the current environmental crisis. Given the urgency and…

人机交互 · 计算机科学 2024-04-04 Benjamin Bach , Fanny Chevalier , Helen-Nicole Kostis , Mark Subbaro , Yvonne Jansen , Robert Soden

Graphical interfaces and interactive visualisations are typical mediators between human users and data analytics systems. HCI researchers and developers have to be able to understand both human needs and back-end data analytics.…

人机交互 · 计算机科学 2016-09-20 Belgin Mutlu , Vedran Sabol , Heimo Gursch , Roman Kern

The co creativity community is making significant progress in developing more sophisticated and tailored systems to support and enhance human creativity. Design considerations from prior work can serve as a valuable and efficient foundation…

人机交互 · 计算机科学 2025-06-30 Saloni Singh , Koen Hindriks , Dirk Heylen , Kim Baraka

Co-design is essential for grounding embodied artificial intelligence (AI) systems in real-world contexts, especially high-stakes domains such as healthcare. While prior work has explored multidisciplinary collaboration, iterative…

人机交互 · 计算机科学 2026-02-04 Yuanchen Bai , Ruixiang Han , Niti Parikh , Wendy Ju , Angelique Taylor

One of the primary purposes of visualization is to assist users in discovering insights. While there has been much research in information visualization aiming at complex data transformation and novel presentation techniques, relatively…

人机交互 · 计算机科学 2022-04-28 Chen He , Tung Vuong , Giulio Jacucci

Coworking is characterized by different people sharing a workspace to benefit from the inspiring working atmosphere. Even before Covid-19, many positive effects and dynamics were not fully exploited by their users. One reason is a lack of…

社会与信息网络 · 计算机科学 2020-12-18 Lennart Hofeditz , Milad Mirbabaie , Stefan Stieglitz

Humans have developed the capability to teach relevant aspects of new or adapted tasks to a social peer with very few task demonstrations by making use of scaffolding strategies that leverage prior knowledge and importantly prior joint…

机器人学 · 计算机科学 2023-05-26 Anna-Lisa Vollmer , Daniel Leidner , Michael Beetz , Britta Wrede

We present a comprehensive survey on the use of annotations in information visualizations, highlighting their crucial role in improving audience understanding and engagement with visual data. Our investigation encompasses empirical studies…

人机交互 · 计算机科学 2026-04-10 Md Dilshadur Rahman , Bhavana Doppalapudi , Ghulam Jilani Quadri , Paul Rosen

Labeling videos at scale is impractical. Consequently, self-supervised visual representation learning is key for efficient video analysis. Recent success in learning image representations suggests contrastive learning is a promising…

计算机视觉与模式识别 · 计算机科学 2021-05-03 Nishant Rai , Ehsan Adeli , Kuan-Hui Lee , Adrien Gaidon , Juan Carlos Niebles

Speech is one of the interaction modalities that we increasingly come across in natural user interfaces. However, its use in collaborative scenarios has not yet been thoroughly investigated. In this reflection statement, we discuss the…

人机交互 · 计算机科学 2023-09-19 Gabriela Molina León , Petra Isenberg , Andreas Breiter

Virtual agents are commonly used in physical activity interventions to support behavior change, often taking the role of coaches that deliver encouragement and feedback. While effective for compliance, this role typically lacks relational…

人机交互 · 计算机科学 2025-08-19 Alessandro Silacci , Maurizio Caon , Mauro Cherubini

In recent years, there has been a growing application of mixed-initiative co-creative approaches in the creation of video games. The rapid advances in the capabilities of artificial intelligence (AI) systems further propel creative…

人机交互 · 计算机科学 2025-08-18 Solange Margarido , Licínio Roque , Penousal Machado , Pedro Martins

As programming education becomes more widespread, many college students from non-computer science backgrounds begin learning programming. Collaborative programming emerges as an effective method for instructors to support novice students in…

人机交互 · 计算机科学 2025-02-26 Gefei Zhang , Shenming Ji , Yicao Li , Jingwei Tang , Jihong Ding , Meng Xia , Guodao Sun , Ronghua Liang

Storytelling is an integral part of human culture and significantly impacts cognitive and socio-emotional development and connection. Despite the importance of interactive visual storytelling, the process of creating such content requires…

人机交互 · 计算机科学 2024-06-04 Victor Nikhil Antony , Chien-Ming Huang

Data discovery from data lakes is an essential application in modern data science. While many previous studies focused on improving the efficiency and effectiveness of data discovery, little attention has been paid to the usability of such…

数据库 · 计算机科学 2025-04-04 Yihao Hu , Jin Wang , Sajjadur Rahman

Animating metaphoric visualizations brings data to life, enhancing the comprehension of abstract data encodings and fostering deeper engagement. However, creators face significant challenges in designing these animations, such as crafting…

人机交互 · 计算机科学 2026-04-28 Liwenhan Xie , Jiayi Zhou , Anyi Rao , Huamin Qu , Xinhuan Shu

Accessibility--the process of designing for people with disabilities (PWD)--is an important but under-explored challenge in the visualization research community. Without careful attention, and if PWD are not included as equal participants…

计算机与社会 · 计算机科学 2019-09-12 Alan Lundgard , Crystal Lee , Arvind Satyanarayan

Voice assistants (VAs) are becoming a feature of our everyday life. Yet, the user experience (UX) is often limited, leading to underuse, disengagement, and abandonment. Co-designing interactions for VAs with potential end-users can be…

人机交互 · 计算机科学 2024-03-27 Katie Seaborn , Yuto Sawa , Mizuki Watanabe