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Teaching visualization design involve making students familiar and make them work with visualization models, framework and perspectives. Visualization research accommodates a plethora of perspectives emerging from researchers of varied…

人机交互 · 计算机科学 2021-04-13 Swaroop Panda , Shatarupa Thakurta Roy

Inclusion and accessibility in visualization research have gained increasing attention in recent years. However, many challenges still remain to be solved on the road toward a more inclusive, shared-experience-driven visualization design…

人机交互 · 计算机科学 2022-09-13 Katrin Angerbauer , Michael Sedlmair

Decision-making is a central yet under-defined goal in visualization research. While existing task models address decision processes, they often neglect the conditions framing a decision. To better support decision-making tasks, we propose…

人机交互 · 计算机科学 2025-07-25 Lena Cibulski , Stefan Bruckner

Providing system-generated explanations for recommendations represents an important step towards transparent and trustworthy recommender systems. Explainable recommender systems provide a human-understandable rationale for their outputs.…

信息检索 · 计算机科学 2024-06-06 Mohamed Amine Chatti , Mouadh Guesmi , Arham Muslim

For visualization pedagogy, an important but challenging notion to teach is design, from making to evaluating visualization encodings, user interactions, or data visualization systems. In our previous work, we introduced the design activity…

人机交互 · 计算机科学 2017-09-19 Sean McKenna , Alexander Lex , Miriah Meyer

Inspiration plays an important role in design, yet its specific impact on data visualization design practice remains underexplored. This study investigates how professional visualization designers perceive and use inspiration in their…

人机交互 · 计算机科学 2025-02-24 Ali Baigelenov , Prakash Shukla , Paul Parsons

We present how to integrate Design Sprints and project-based learning into introductory visualization courses. A design sprint is a unique process based on rapid prototyping and user testing to define goals and validate ideas before…

人机交互 · 计算机科学 2021-10-01 Johanna Beyer , Yalong Yang , Hanspeter Pfister

The amount of visual communication we are facing is rapidly increasing, and skills to process, understand, and generate visual representations are in high demand. Especially students focusing on computer graphics and visualization can…

人机交互 · 计算机科学 2019-07-11 Andrey Krekhov , Michael Michalski , Jens Krüger

Rapidly growing virtual reality (VR) technologies and techniques have gained importance over the past few years, and academics and practitioners have been searching for efficient visualizations in VR. To date, emphasis has been on the…

人机交互 · 计算机科学 2022-03-16 Elif Hilal Korkut , Elif Surer

In this work, I use a survey of senior visualization researchers and thinkers to ideate about the notion of progress in visualization research: how are we growing as a field, what are we building towards, and are our existing methods…

人机交互 · 计算机科学 2023-04-07 Michael Correll

Knowledge of human perception has long been incorporated into visualizations to enhance their quality and effectiveness. The last decade, in particular, has shown an increase in perception-based visualization research studies. With all of…

人机交互 · 计算机科学 2021-07-16 Ghulam Jilani Quadri , Paul Rosen

Professional roles for data visualization designers are growing in popularity, and interest in relationships between the academic research and professional practice communities is gaining traction. However, despite the potential for…

人机交互 · 计算机科学 2021-08-19 Paul Parsons

Data Physicalization focuses on understanding how physical representations of data can support communication, learning and problem-solving. As an emerging area, Data Physicalization research needs conceptual foundations to support thinking…

人机交互 · 计算机科学 2023-08-14 Champika Ranasinghe , Auriol Degbelo

Data visualization is becoming an increasingly popular field of design practice. Although many studies have highlighted the knowledge required for effective data visualization design, their focus has largely been on formal knowledge and…

人机交互 · 计算机科学 2020-09-08 Paul Parsons , Colin M. Gray , Ali Baigelenov , Ian Carr

Problem-based visualization research provides explicit guidance toward identifying and designing for the needs of users, but absent is more concrete guidance toward factors external to a user's needs that also have implications for…

人机交互 · 计算机科学 2016-11-01 Anamaria Crisan , Jennifer L. Gardy , Tamara Munzner

Design studies aim to create visualization solutions for real-world problems of different application domains. Recently, the emergence of large language models (LLMs) has introduced new opportunities to enhance the design study process,…

人机交互 · 计算机科学 2025-08-14 Shaolun Ruan , Rui Sheng , Xiaolin Wen , Jiachen Wang , Tianyi Zhang , Yong Wang , Tim Dwyer , Jiannan Li

Current research on visual analytics systems largely follows the research paradigm of interactive system design in the field of Human-Computer Interaction (HCI), and includes key methodologies including design requirement development based…

人机交互 · 计算机科学 2026-03-02 Xiaolong Zhang

Information visualization significantly enhances human perception by graphically representing complex data sets. The variety of visualization designs makes it challenging to efficiently evaluate all possible designs catering to users'…

统计方法学 · 统计学 2020-04-07 Xiaoning Kang , Xiaoyu Chen , Ran Jin , Hao Wu , Xinwei Deng

Prior natural language datasets for data visualization have focused on tasks such as visualization literacy assessment, insight generation, and visualization generation from natural language instructions. These studies often rely on…

人机交互 · 计算机科学 2025-07-02 Maeve Hutchinson , Radu Jianu , Aidan Slingsby , Jo Wood , Pranava Madhyastha

We revisit the design space of visualizations aiming at identifying and relating its components. In this sense, we establish a model to examine the process through which visualizations become expressive for users. This model has leaded us…

图形学 · 计算机科学 2015-05-29 Jose F. Rodrigues , Agma J. M. Traina , Maria C. F. Oliveira , Caetano Traina