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In industries such as healthcare, finance, and manufacturing, analysis of unstructured textual data presents significant challenges for analysis and decision making. Uncovering patterns within large-scale corpora and understanding their…

计算机视觉与模式识别 · 计算机科学 2025-01-15 Lukas Heine , Fabian Hörst , Jana Fragemann , Gijs Luijten , Jan Egger , Fin Bahnsen , M. Saquib Sarfraz , Jens Kleesiek , Constantin Seibold

Designers rely on visual search to explore and develop ideas in early design stages. However, designers can struggle to identify suitable text queries to initiate a search or to discover images for similarity-based search that can…

人机交互 · 计算机科学 2024-03-05 Kihoon Son , DaEun Choi , Tae Soo Kim , Young-Ho Kim , Juho Kim

Although exploring alternatives is fundamental to creating better interface designs, current processes for creating alternatives are generally manual, limiting the alternatives a designer can explore. We present Scout, a system that helps…

人机交互 · 计算机科学 2020-01-16 Amanda Swearngin , Chenglong Wang , Alannah Oleson , James Fogarty , Amy J. Ko

Generative design, an AI-assisted technology for optimizing design through algorithmic processes, is propelling advancements across numerous fields. As the use of immersive environments such as Augmented Reality (AR) continues to rise,…

人机交互 · 计算机科学 2025-03-28 Sora Kang , Kaiwen Yu , Xinyi Zhou , Joonhwan Lee

AI is growing increasingly capable of automatically generating user interfaces (GenUI) from user prompts. However, designing GenUI applications that enable users to discover diverse customizations while preserving GenUI's expressiveness…

人机交互 · 计算机科学 2026-01-27 Bryan Min , Peiling Jiang , Zhicheng Huang , Haijun Xia

Character design in games involves interdisciplinary collaborations, typically between designers who create the narrative content, and illustrators who realize the design vision. However, traditional workflows face challenges in…

人机交互 · 计算机科学 2025-08-19 Long Ling , Xinyi Chen , Ruoyu Wen , Toby Jia-Jun Li , Ray LC

Graphical User Interface (GUI) Agents, powered by large language and vision-language models, hold promise for enabling end-to-end automation in digital environments. However, their progress is fundamentally constrained by the scarcity of…

机器学习 · 计算机科学 2025-09-22 Musen Lin , Minghao Liu , Taoran Lu , Lichen Yuan , Yiwei Liu , Haonan Xu , Yu Miao , Yuhao Chao , Zhaojian Li

Reproducibility and sustainability present significant challenges in bioinformatics software development, where rapidly evolving tools and complex workflows often result in short-lived or difficult-to-adapt pipelines. This paper introduces…

软件工程 · 计算机科学 2025-05-07 Marco Masera , Alessandro Leone , Johannes Köster , Ivan Molineris

UI design is an integral part of software development. For many developers who do not have much UI design experience, exposing them to a large database of real-application UI designs can help them quickly build up a realistic understanding…

软件工程 · 计算机科学 2021-03-15 Jieshan Chen , Chunyang Chen , Zhenchang Xing , Xin Xia , Liming Zhu , John Grundy , Jinshui Wang

In this paper, we present Wandercode, a novel interaction design for recommender systems that recommend code locations to aid programmers in software development tasks. In particular, our design aims to improve upon prior designs by…

人机交互 · 计算机科学 2024-08-28 Austin Z. Henley , David Shepherd , Scott D. Fleming

Complex data analysis inherently seeks unexpected insights through exploratory visual analysis methods, transcending logical, step-by-step processing. However, existing interfaces such as notebooks and dashboards have limitations in…

人机交互 · 计算机科学 2024-03-22 Zijian Ding , Joel Chan

User Interface (UI) design is an creative process that involves considerable reiteration and rework. Designers go through multiple iterations of different prototyping fidelities to create a UI design. In this research, we propose to modify…

人机交互 · 计算机科学 2020-04-08 Vinoth Pandian Sermuga Pandian , Sarah Suleri

Design thrives on feedback. However, gathering constant feedback throughout the design process can be labor-intensive and disruptive. We explore how AI can bridge this gap by providing effortless, ambient feedback. We introduce FeedQUAC, a…

人机交互 · 计算机科学 2025-04-24 Tao Long , Kendra Wannamaker , Jo Vermeulen , George Fitzmaurice , Justin Matejka

Design processes involve exploration, iteration, and movement across interconnected stages such as persona creation, problem framing, solution ideation, and prototyping. However, time and resource constraints often hinder designers from…

人机交互 · 计算机科学 2025-08-18 Sangho Suh , Michael Lai , Kevin Pu , Steven P. Dow , Tovi Grossman

The rapidly advancing fields of statistical modeling and machine learning have significantly enhanced data-driven design and optimization. This paper focuses on leveraging these design algorithms to optimize a medical walker, an integral…

机器学习 · 计算机科学 2023-10-31 Advaith Narayanan

Many recent AI-powered UX design tools focus on generating individual static UI screens from natural language. However, they overlook the crucial aspect of interactions and user experiences across multiple screens. Through formative studies…

人机交互 · 计算机科学 2024-06-25 Yuwen Lu , Ziang Tong , Qinyi Zhao , Yewon Oh , Bryan Wang , Toby Jia-Jun Li

UI/UX designers often work under constraints like brand identity, design norms, and industry guidelines. How these constraints impact designers' ideation and exploration processes should be addressed in creativity-support tools for design.…

人机交互 · 计算机科学 2025-02-03 Atefeh Shokrizadeh , Boniface Bahati Tadjuidje , Shivam Kumar , Sohan Kamble , Jinghui Cheng

Generative AI has enabled novice designers to quickly create professional-looking visual representations for product concepts. However, novices have limited domain knowledge that could constrain their ability to write prompts that…

人机交互 · 计算机科学 2026-03-30 Sirui Tao , Ivan Liang , Cindy Peng , Zhiqing Wang , Srishti Palani , Steven P. Dow

Constructing complex queries on data which combines spatial, temporal, and spectral aspects is a challenging and error-prone process. Query interfaces of general-purpose database management systems fall short in providing intuitive support…

软件工程 · 计算机科学 2022-05-17 Adela Gorczynska , Peter Fule , Christoph Treude

A mobile app interface usually consists of a set of user interface modules. How to properly design these user interface modules is vital to achieving user satisfaction for a mobile app. However, there are few methods to determine design…

软件工程 · 计算机科学 2020-09-01 Jingbo Zhou , Zhenwei Tang , Min Zhao , Xiang Ge , Fuzhen Zhuang , Meng Zhou , Liming Zou , Chenglei Yang , Hui Xiong
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