The annual ACM Conference on Intelligent User Interfaces (ACM IUI) is a premiere venue for discussion and dissemination of research on the design, development, and evaluation of human-oriented AI systems, that is, systems that people directly interact with and that incorporate some aspects of machine intelligence. Specific examples of such systems include perceptual user interfaces, intelligent assistants, conversational agents, adaptive systems, and more. Creating successful systems of this kind requires solving numerous interaction design and computational challenges and necessarily requires a multidisciplinary approach. ACM IUI supports this multidisciplinary approach to research and innovation by bringing together researchers and practitioners from the fields of Human-Computer Interaction (HCI), Artificial Intelligence (AI), Machine Learning (ML), and many others.
ACM IUI is particularly known for disseminating research that combines computational innovation, novel interaction design, and empirical evidence that demonstrate the resulting solution is valuable to people. However, ACM IUI also welcomes a broad range of contributions including algorithms, computational modelling approaches, enabling technologies, critical perspectives, behavioral and user studies, novel methodologies, data sets, etc. Contributions are expected to be supported by rigorous evidence appropriate to the claims (e.g., a user study, system evaluation, computational analysis). Contributions are welcome from all relevant arenas—academia, industry, government, and non-profit organizations. The conference is large enough to be diverse and lively, but small enough to allow for extensive interaction among attendees and easy attendance to the events that the conference offers, ranging from oral paper presentations, to poster sessions, interactive demonstrations, workshops, panels, and a doctoral consortium for graduate students. ***** Topics ***** IUI topics of interest include, but are not limited to: - Human-oriented AI methods and approaches e.g., explainable AI methods (e.g., transparency and interpretability), persuasive technologies in IUI, privacy and security of IUI, planning and plan recognition for IUI, knowledge-based approaches to user interface design and generation, user modelling for intelligent interfaces, user-adaptive interaction and personalization, crowd computing and human computation, human-centred design. - Computational innovation e.g., modelling approaches, machine learning methods, human-in-the loop machine learning, and interactive machine learning. - Interface types and modalities e.g., affective and aesthetic interfaces, collaborative interfaces, speech-based interfaces, AR/VR interfaces, intelligent wearable and mobile interfaces, ubiquitous smart environments, embodied agents, virtual assistants, multi-modal interfaces, conversational interfaces, tangible interfaces, intelligent visualization. - Evaluations of intelligent user interfaces e.g., user experiments and studies, reproducibility (including benchmarks, datasets, and challenges), meta-analysis, mixed-methods evaluations. - Application areas of IUI e.g., education and learning-related technologies, health and intelligent health technologies, assistive technologies, social media and other Web technologies, mobile applications, intelligent assistants, conversational agents, Information retrieval, search, and recommendation system, internet of things (IoT). ***** Papers ***** We invite original paper submissions that are not under consideration elsewhere. This year, there is no page limit on the papers (however, we encourage authors to not exceed 10,000 words) and no formal distinction between long and short papers; instead, we expect that the paper length should be commensurate with the contributions. All materials must be submitted electronically to PCS 2.0 http://new.precisionconference.com/~sigchi by the abstract and paper deadline. For more detailed submission instructions please visit https://iui.acm.org/2022. Accepted papers will appear in the ACM Digital Library and citation indices. A selected set of accepted top quality full papers will be invited to submit their extended versions for publication in an ACM Transactions on Interactive Intelligent Systems (TiiS, https://tiis.acm.org) special issue titled "Highlights of IUI 2022". Accepted papers will be invited for oral presentation. ***** Major Changes This Year ***** - No page limit - No separation between long and short papers - Authors are encouraged to reflect on the societal impact of their work - Introduction of an authors’ rebuttal after initial reviews are released ***** Important Dates ***** Abstract deadline: 1 October 2021, 5pm PCT Paper deadline: 8 October 2021, 5pm PCT Initial reviews sent to authors: 1 December 2021 Rebuttals due: 8 December 2021 Notifications: 20 December 2021 Camera-ready version due: 9 February 2022 ***** Program Chairs ***** Simone Stumpf, City, University of London, UK Krzysztof Gajos, Harvard University, USA Tuukka Ruotsalo, University of Helsinki, Finland and University of Copenhagen, Denmark ***** General Chairs ***** Cristina Conati, University of British Columbia, Canada Giulio Jacucci, University of Helsinki, Finland Samuel Kaski, Aalto University, Finland and University of Manchester UK
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