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- research-articleApril 2024
Do Crowdsourced Fairness Preferences Correlate with Risk Perceptions?
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesPages 304–324https://doi.org/10.1145/3640543.3645209With the increasing prevalence of automatic decision-making systems, concerns regarding the fairness of these systems also arise. Without a universally agreed-upon definition of fairness, given an automated decision-making scenario, researchers often ...
- 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 InterfacesPages 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
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 InterfacesPages 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
The effect of personalizing a psychotherapy conversational agent on therapeutic bond and usage intentions
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesPages 761–771https://doi.org/10.1145/3640543.3645195While 33.6% of college students suffer from mental health problems, only 24.6% of these students with symptoms would seek professional help due to their personal attitudes or costs associated with therapy. Psychotherapy chatbots may offer a solution as ...
- research-articleApril 2024
Empirical Evidence on Conversational Control of GUI in Semantic Automation
- Daniel Karl I. Weidele,
- Mauro Martino,
- Abel N. Valente,
- Gaetano Rossiello,
- Hendrik Strobelt,
- Loraine Franke,
- Kathryn Alvero,
- Shayenna Misko,
- Robin Auer,
- Sugato Bagchi,
- Nandana Mihindukulasooriya,
- Faisal Chowdhury,
- Gregory Bramble,
- Horst Samulowitz,
- Alfio Gliozzo,
- Lisa Amini
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesPages 869–885https://doi.org/10.1145/3640543.3645172This research explores integration of a Large Language Model (LLM) fine-tuned to conversationally control the user interface (UI) for a Semantic Automation Layer (SAL). We condense SAL capabilities from prior work and prioritize with business analysts ...
- research-articleApril 2024
Leveraging ChatGPT for Automated Human-centered Explanations in Recommender Systems
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesPages 597–608https://doi.org/10.1145/3640543.3645171The adoption of recommender systems (RSs) in various domains has become increasingly popular, but concerns have been raised about their lack of transparency and interpretability. While significant advancements have been made in creating explainable RSs, ...
- research-articleApril 2024
Sample, Nudge and Rank: Exploiting Interpretable GAN Controls for Exploratory Search
IUI '24: Proceedings of the 29th International Conference on Intelligent User InterfacesPages 582–596https://doi.org/10.1145/3640543.3645156Exploratory search is characterized by open-ended search tasks and uncertainty with respect to the clarity of users’ information needs. In the context of image retrieval, generative adversarial networks (GANs) present numerous opportunities for ...