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- research-articleApril 2024
SpaceEditing: A Latent Space Editing Interface for Integrating Human Knowledge into Deep Neural Networks
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 489–503https://doi.org/10.1145/3640543.3645211Human-centered AI aims to bridge the gap between machine decision-making and human understanding. However, even for classification tasks where deep neural networks have achieved superb performance, there are currently few methods that link humans and AI ...
- research-articleApril 2024
SlopeSeeker: A Search Tool for Exploring a Dataset of Quantifiable Trends
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 817–836https://doi.org/10.1145/3640543.3645208Natural language and search interfaces intuitively facilitate data exploration and provide visualization responses to diverse analytical queries based on the underlying datasets. However, these interfaces often fail to interpret more complex analytical ...
- research-articleApril 2024
Impact of Voice Fidelity on Decision Making: A Potential Dark Pattern?
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 181–194https://doi.org/10.1145/3640543.3645202Manipulative design in user interfaces (conceptualized as dark patterns) has emerged as a significant impediment to the ethical design of technology and a threat to user agency and freedom of choice. While previous research focused on exploring these ...
- research-articleApril 2024
Take It, Leave It, or Fix It: Measuring Productivity and Trust in Human-AI Collaboration
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 370–384https://doi.org/10.1145/3640543.3645198Although recent developments in generative AI have greatly enhanced the capabilities of conversational agents such as Google’s Bard or OpenAI’s ChatGPT, it’s unclear whether the usage of these agents aids users across various contexts. To better ...
- research-articleApril 2024
AiCommentator: A Multimodal Conversational Agent for Embedded Visualization in Football Viewing
- Peter Andrews,
- Oda Elise Nordberg,
- Stephanie Zubicueta Portales,
- Njål Borch,
- Frode Guribye,
- Kazuyuki Fujita,
- Morten Fjeld
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 14–34https://doi.org/10.1145/3640543.3645197Traditionally, sports commentators provide viewers with diverse information, encompassing in-game developments and player performances. Yet young adult football viewers increasingly use mobile devices for deeper insights during football matches. Such ...
- research-articleApril 2024
Jamplate: Exploring LLM-Enhanced Templates for Idea Reflection
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 907–921https://doi.org/10.1145/3640543.3645196Advances in AI, particularly large language models (LLMs), can transform creative work. When developing a new idea, LLMs can help designers gather information, find competitors, and generate alternatives. However, LLM responses tend to be long-winded or ...
- research-articleApril 2024
Enhancing Peer Review with AI-Powered Suggestion Generation Assistance: Investigating the Design Dynamics
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 88–102https://doi.org/10.1145/3640543.3645169While writing peer reviews resembles an important task in science, education, and large organizations, providing fruitful suggestions to peers is not a straightforward task, as different user interaction designs of text suggestion interfaces can have ...
- research-articleApril 2024
Creating an African American-Sounding TTS: Guidelines, Technical Challenges, and Surprising Evaluations
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 259–273https://doi.org/10.1145/3640543.3645165Representations of AI agents in user interfaces and robotics are predominantly White, not only in terms of facial and skin features, but also in the synthetic voices they use. In this paper we explore some unexpected challenges in the representation of ...
- research-articleApril 2024
ExpressEdit: Video Editing with Natural Language and Sketching
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 515–536https://doi.org/10.1145/3640543.3645164Informational videos serve as a crucial source for explaining conceptual and procedural knowledge to novices and experts alike. When producing informational videos, editors edit videos by overlaying text/images or trimming footage to enhance the video ...
- research-articleApril 2024
Snapper: Accelerating Bounding Box Annotation in Object Detection Tasks with Find-and-Snap Tooling
- Alex C Williams,
- Min Bai,
- Jonathan Buck,
- Tristan J Mckinney,
- Amy Rechkemmer,
- Koushik Kalyanaraman,
- Matthew Lease,
- Patrick Haffner,
- Xiong Zhou,
- Erran Li
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 471–488https://doi.org/10.1145/3640543.3645162Object detection tasks are central to the development of datasets and algorithms in computer vision and machine learning. Despite its centrality, object detection remains tedious and time-consuming due to the inherent interactions that are often ...
- research-articleApril 2024
Appropriate Incongruity Driven Human-AI Collaborative Tool to Assist Novices in Humorous Content Generation
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 650–659https://doi.org/10.1145/3640543.3645161Creating humorous content has been shown to improve an individual’s emotional well-being by decreasing stress, overcoming anxiety, and enhancing interpersonal relationships. However, it is common knowledge that a good sense of humor is not common. In ...
- research-articleApril 2024
Personalizing an AR-based Communication System for Nonspeaking Autistic Users
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 731–741https://doi.org/10.1145/3640543.3645153Nonspeaking autistic individuals ("nonspeakers") represent about one-third of the autistic population, and most are never provided with an effective alternative to speech, hindering their educational, employment, and social opportunities. Some ...
- research-articleApril 2024
Understanding Novice's Annotation Process For 3D Semantic Segmentation Task With Human-In-The-Loop
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesMarch 2024, Pages 444–454https://doi.org/10.1145/3640543.3645150Large-scale 3D point clouds are often used as training data for 3D semantic segmentation, but the labor-intensive nature of the annotation process challenges the acquisition of sufficient labeled data. Meanwhile, there has been limited research on ...