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<p class="MsoNormal"><span lang="EN-GB">CFP IUI 2024<o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">* We apologize if you receive multiple copies of this CfP *</p>
<p class="MsoNormal">* For the online version of this Call, visit: <a href="https://iui.acm.org/2024/call_for_papers.html">
https://iui.acm.org/202<span lang="EN-GB">4</span>/call_for_papers.html</a> *</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">ACM Conference on Intelligent User Interfaces (ACM IUI) 2024 is the 29th annual premiere venue, where researchers and practitioners meet and discuss state-of-the-art advances at the intersection of Artificial Intelligence (AI) and Human-Computer
Interaction (HCI). Ideal IUI submissions should address practical HCI challenges using machine intelligence and discuss both computational and human-centric aspects of such methodologies, techniques and systems.</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">In addition to traditional IUI themes, we add this year a new theme of Large Language Models (LLMS) for the people. As LLMs become more powerful and more accessible, end users can interact with them in various ways and a wide variety of
new applications become feasible. This raises new research questions regarding the interaction between users and generative AI models, including the design of new interactions and intelligent systems, when to trust systems powered with LLMs, fairness in LLMs,
studying the effect of such models on people’s work and aligning user expectations with model capabilities.</p>
<p class="MsoNormal">As always, contributions to IUI are expected to be supported by rigorous evidence appropriate to the claims (e.g., user study, system evaluation, computational analysis). Contributions are welcome from all relevant arenas, including academia,
industry, government, and non-profit organizations. We strongly believe that diverse insights are critical to the vitality of the IUI community and the conference will accept papers for both long and short oral presentations.</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">** Topics ** </p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">IUI topics of interest include, but are not limited to:</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">- Usable Large Language Models and Generative AI</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>End-user interaction with LLMs and Multimodal models (e.g., chatbots, image generation)</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>LLMs in the workplace</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Trustworthy LLMs</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Bias in LLMs</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>The effects of LLMs use on creative tasks</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Personalized user interaction with LLMs</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Prompt Engineering</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>User control and steering of LLMs (e.g. RLHF)</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">- Human-centered AI methods, approaches, and systems</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Explainable AI methods</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Democratization of AI</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Persuasive technologies in IUI</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Privacy and security of IUI</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Knowledge-based approaches to user interface design and generation</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>User modelling for intelligent interfaces</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>User-adaptive interaction and personalization</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>IUI for crowd computing and human computation</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">- Computational innovation</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Interactive machine learning</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Human-in-the loop AI testing and debugging</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Human-centered recommendation and recommender systems</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Human-in-the-loop reinforcement learning</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Intelligent user interfaces for generative AI</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">- Innovative User Interfaces</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Affective interfaces</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Intelligent aesthetic interfaces</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Intelligent collaborative interfaces</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Intelligent AR/VR interfaces</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Intelligent visualization and visual analytics</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Intelligent wearable and mobile interfaces</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Intelligent tangible interfaces</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">- Intelligent Multimodal Systems</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Embodied agents</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Multimodal AI assistants</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Intelligent multimodal interfaces</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">- Evaluations of Intelligent User Interfaces</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>User experiments and studies</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Reproducibility (including benchmarks, datasets, and challenges)</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Meta-analysis</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Mixed-methods evaluations</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">- Applications IUI</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Education and learning-related technologies</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Healthcare and wellbeing</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Automotive</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Assistive technologies</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Entertainment</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Workplace happiness</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Social media</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Information retrieval</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Internet of things (IoT)</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Smart cities</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Generative AI</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">** Papers<span lang="EN-GB"> **<o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">We invite original paper submissions that are not under consideration elsewhere. This year, there is no page limit on the papers (however, we strongly encourage authors to not exceed 10,000 words) and no formal distinction between long
and short papers will be made. However, we expect the paper length to be commensurate with the scientific values and contribution of the work. Authors of papers that exceed 12,000 words should add a note at the end of their manuscript explaining how the length
of the paper is commensurate with the contribution of the work.</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">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) special issue titled "Highlights of IUI 2024" that will appear in 2025.</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">All accepted papers will be invited for oral presentation as part of the main conference program. Additionally, all authors of accepted papers are invited to present a poster of their work during the poster session.</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">** Highlights of this year<span lang="EN-GB"> **<o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">We also encourage authors to discuss potential ethical considerations of their work; aspects pertaining to current societal issues; diversity, inclusion, and equality; and other topics under the broad responsible AI topic.</p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Reflection of practical and societal impact</p>
<p class="MsoNormal"><o:p> </o:p></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraph" style="margin-left:0cm;mso-add-space:auto;mso-list:l0 level1 lfo1">
We encourage authors to consider practical and societal implications of their work (as well as its shortcomings) throughout their projects and to include a reflection on those implications in their papers, in particular how the proposed methods and insights
could be applied and deployed in a realistic setting and how they can improve people's lives in the real world.<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraph" style="margin-left:0cm;mso-add-space:auto;mso-list:l0 level1 lfo1">
We also encourage authors to discuss potential ethical considerations of their work in terms of diversity, inclusion, and equality; and other topics under the broad responsible AI topic and its societal impact. We recognize that technology is rarely neutral
--- simply by making some things easier than others, it reshapes society (Winner, 1980; Green, 2020). Further, given the incredibly short invention-to-application cycles for AI-related technologies, it is becoming increasingly unlikely that “somebody else”
will carefully consider how an emerging intelligent user interface technology might impact the world before this technology is deployed. Because it is often difficult to anticipate the cumulative or indirect impacts of an invention, we provide a few concrete
suggestions to consider throughout the research process and for reflecting on one’s work at the end.
<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraph" style="margin-left:0cm;mso-add-space:auto;mso-list:l0 level1 lfo1">
Our purpose is to help authors ensure that the likely societal consequences of their work are consistent with their intentions and values. For colleagues who are not yet experienced with incorporating societal impacts into their IUI research but who are willing
to give it a try, we prepared some simple ideas to consider.<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">** Submission instructions<span lang="EN-GB"> **<o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Important dates</p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraphCxSpFirst" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Abstract submission- Oct 2th, 2023<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Full Submission - Oct 9th, 2023<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Initial decisions released - Dec 14th, 2023<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Rebuttal period (by invitation only)- Dec 14th-20th, 2023<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Notifications sent - Jan 5h, 2024<o:p></o:p></li><li class="MsoListParagraphCxSpLast" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Camera Ready submission - Jan 25th, 2024<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Platform</p>
<p class="MsoNormal"><o:p> </o:p></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraph" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
All materials must be submitted electronically to PCS 2.0 <a href="http://new.precisionconference.com/~sigchi">
http://new.precisionconference.com/~sigchi</a> by the abstract and paper deadline.<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraph" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
In PCS 2.0, first click "Submissions" at the top of the page, from the dropdown menus for society, conference, and track select "SIGCHI", "IUI 2024" and "IUI 2024 Papers", respectively, and press "Go".<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Anonymization</p>
<p class="MsoNormal"><o:p> </o:p></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraphCxSpFirst" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
ACM IUI uses a double-blind review process. All submissions (and supplemental materials) must be appropriately anonymized according to the following guidelines:<o:p></o:p></li><ul style="margin-top:0cm" type="circle">
<li class="MsoListParagraphCxSpMiddle" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level2 lfo2">
Authors’ names and affiliations are not visible anywhere in the paper.<o:p></o:p></li><li class="MsoListParagraphCxSpMiddle" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level2 lfo2">
Acknowledgements should be anonymized or removed during the review process.<o:p></o:p></li><li class="MsoListParagraphCxSpLast" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level2 lfo2">
Self-citations should be included where necessary but must use the third person. For example, "... as shown in our previous user study [2] ... " is not allowed, whereas "... as shown in Smith et al. [2] " is acceptable (because in this case the citation [2]
will NOT be perceived as self-citation).<o:p></o:p></li></ul>
</ul>
<p class="MsoNormal"><o:p> </o:p></p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraphCxSpFirst" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Failure to follow these guidelines may result in submissions being desk rejected without review.<o:p></o:p></li><li class="MsoListParagraphCxSpLast" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Authors should also be aware of the SIGCHI Policy for Submission and Review at SIGCHI Conferences.<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Accessibility</p>
<ul style="margin-top:0cm" type="disc">
<li class="MsoListParagraphCxSpFirst" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Authors are asked to make their paper submissions accessible (so that reviewers with vision impairments can access them, for example). The authors of accepted papers will be required to make their final PDFs accessible. Please use the SIGCHI Guide to an Accessible
Submission for detailed instructions.<o:p></o:p></li><li class="MsoListParagraphCxSpLast" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
If you are submitting a video as supplemental material, please provide captions, as described in Technical Requirements and Guidelines for Videos.
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<li class="MsoListParagraph" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Please refer to the Accessibility page for further details and guidelines.<o:p></o:p></li></ul>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Submission format and length</p>
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We will adopt the ACM TAPS Workflow.<o:p></o:p></li></ul>
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<li class="MsoListParagraphCxSpLast" style="margin-left:0cm;mso-add-space:auto;mso-list:l1 level1 lfo2">
Prepare your submission for review in a single column format, using the latest templates: Word Submission Template, or the LaTeX template using \documentclass[manuscript,review,anonymous]{acmart} for the LaTeX template.
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Papers are of variable length. Paper length must be based on the weight of the contribution. We encourage authors to stay within a 10,000 word limit. Authors of papers exceeding 12,000 words should add a note at the end of their manuscript explaining how the
length of the paper is commensurate with the contribution of the work.<o:p></o:p></li></ul>
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<p class="MsoNormal">Supplemental materials</p>
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Submitting supplemental material (e.g. questionnaires, demo videos of applications, data sheets) is optional but encouraged.<o:p></o:p></li></ul>
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If supplying a demo video, please follow the SIGCHI Technical Requirements and Guidelines for Videos.<o:p></o:p></li></ul>
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<p class="MsoNormal">Additional Policies</p>
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As a published ACM author, you and your co-authors are subject to all ACM Publications Policies, including ACM's new Publications Policy on Research Involving Human Participants and Subjects.<o:p></o:p></li></ul>
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<p class="MsoNormal">Program Chairs<span lang="EN-GB"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Dorota Glowacka<span lang="EN-GB">,
</span>University of Helsinki</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Denis Parra<span lang="EN-GB">, </span>
PUC Chile</p>
<p class="MsoNormal"><span lang="EN-GB">* </span>Ofra Amir<span lang="EN-GB">, </span>
Technion - Israel Institute of Technology</p>
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