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<b>Human-Centered AI Support for Immersive Data Sensemaking</b></div>
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Bringing together HCI, AI, visualization & cognitive science researchers</div>
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<a href="https://hcai4ids.github.io/hcai4ids-workshop/">https://hcai4ids.github.io/hcai4ids-workshop/</a></div>
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@ NordiCHI 2026 | October 3 (Half day), 2026, Academill, Åbo Akademi University, Vaasa, Finland</div>
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<b>Overview</b></div>
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Immersive analytics and extended reality (XR) environments are changing how people explore complex data, reason spatially, and collaborate around emerging patterns. At the same time, rapid advances in generative AI, adaptive interfaces, and multimodal sensing
are creating new possibilities for AI systems to summarize, recommend, explain, annotate, simulate, and support decision-making during data sensemaking.</div>
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Despite this potential, the integration of human-centered AI into immersive data sensemaking remains fragmented. Many systems demonstrate impressive technical capabilities, but less is known about how AI support should be designed so that it strengthens human
judgment, preserves agency, communicates uncertainty, and supports trustworthy collaboration in complex analytical contexts.</div>
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This workshop brings together researchers and practitioners from HCI, AI, visualization, immersive analytics, XR, and cognitive science to examine how AI can act as a meaningful collaborator in immersive data work. Rather than treating AI as an autonomous replacement
for human reasoning, the workshop focuses on how people and AI systems can jointly interpret data, negotiate uncertainty, and build insight in interactive immersive environments.</div>
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<b>Motivation and Goals</b></div>
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The workshop aims to establish a shared research space for human-centered AI support in immersive data sensemaking. Our goals are to:</div>
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<div class="elementToProof" role="presentation">Clarify the design space for AI-supported immersive sensemaking, including when AI should guide, explain, adapt, challenge, or step back.</div>
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<div class="elementToProof" role="presentation">Connect communities across HCI, AI, visualization, XR, cognitive science, and applied domains where complex data interpretation matters.</div>
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<div class="elementToProof" role="presentation">Identify human-centered principles for systems that remain interpretable, accountable, adaptive, and respectful of user agency.</div>
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<div class="elementToProof" role="presentation">Discuss evaluation approaches for trust, collaboration quality, cognitive load, insight generation, and user control in immersive human-AI workflows.</div>
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<div class="elementToProof" role="presentation">Develop a shared research agenda that outlines open challenges, promising methods, and opportunities for future collaboration.</div>
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<b>Focus Areas</b></div>
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The workshop will focus on conceptual, design, technical, and evaluation challenges in HCAI-supported immersive data sensemaking, including:</div>
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<div class="elementToProof" role="presentation">Human-AI collaboration in immersive sensemaking: roles, initiative, agency, and interaction patterns between users, groups, and AI systems.</div>
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<div class="elementToProof" role="presentation">AI-supported visual analytics: explanation, recommendation, summarization, annotation, and uncertainty communication in immersive data environments.</div>
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<div class="elementToProof" role="presentation">Multimodal and adaptive interaction: use of speech, gesture, gaze, physiological signals, and interaction traces to support context-aware AI assistance.</div>
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<div class="elementToProof" role="presentation">Trust, ethics, and user control: responsible approaches to transparency, privacy, calibration, accessibility, and human oversight.</div>
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<div class="elementToProof" role="presentation">Methods and applications: evaluation frameworks, design guidelines, prototypes, and domain cases where immersive human-AI sensemaking can create value.</div>
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The workshop will combine short participant presentations, theme-based group discussions, and synthesis activities. Outcomes will include a shared overview of key challenges and research directions, with the aim of supporting future collaborations and a follow-up
synthesis article.</div>
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<span style="font-weight: 700;">Submission Deadline</span></div>
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We invite extended abstracts for the HCAI4IDS workshop at NordiCHI 2026. The submission and workshop dates are listed below.</div>
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Submission Deadline - <span style="font-weight: 800;">August 5, 2026</span></div>
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Submit extended abstracts (2-4 pages in ACM double-column format)</div>
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Notification of Acceptance - <span style="font-weight: 800;">August 11, 2026</span></div>
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Authors notified of acceptance decisions</div>
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Camera-Ready Deadline - <span style="font-weight: 800;">August 21, 2026</span></div>
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Submit final camera-ready versions of accepted abstracts</div>
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Workshop Date - <span style="font-weight: 800;">October 3, 2026</span></div>
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HCAI4IDS Workshop at NordiCHI 2026</div>
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<b>All submission deadlines are 23:59 AoE (Anywhere on Earth).</b> Dates are preliminary and will be updated if the conference schedule changes.</div>
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<span style="font-weight: 700;">Call for Contributions (<a href="https://hcai4ids.github.io/hcai4ids-workshop/call-for-participation.html">https://hcai4ids.github.io/hcai4ids-workshop/call-for-participation.html</a>)</span></div>
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We welcome submissions from research students, academics, and industry practitioners whose work relates to Human-Centered AI for Immersive Data Sensemaking (HCAI4IDS). This call intentionally welcomes a broad range of perspectives to encourage exploration of
the diverse ways that people and AI can jointly make sense of data in immersive environments.<br>
Contributions may present completed research, work in progress, emerging ideas, or critical perspectives in forms of
<b>applications, theoretical discussions, prototypes, and system designs</b>. The areas below serve as a starting point rather than a limitation on relevant work.</div>
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<b>Example Contributions</b></div>
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<div class="elementToProof" role="presentation"><b>Design perspectives of HCAI4IDS:
</b>How do we design to support joint immersive data sensemaking for single or multiple users and AI agents in shared immersive spaces?</div>
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<div class="elementToProof" role="presentation"><b>Theoretical HCAI guidelines in IDS:</b> How can we develop design guidelines for different levels and forms of AI integration?</div>
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<div class="elementToProof" role="presentation"><b>Multimodal human-AI understanding:</b> How can speech, gesture, gaze, and other multimodal techniques help systems understand users' emotions, intentions, and analytical context?</div>
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<div class="elementToProof" role="presentation"><b>Adaptive AI collaborators:</b> How can AI systems be adapted and personalized to support different stakeholders, user groups, and user experiences?</div>
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<div class="elementToProof" role="presentation"><b>Initiative and agency:</b> When should AI lead, follow, challenge, or step back, and how should control shift between users and systems?</div>
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<div class="elementToProof" role="presentation"><b>Trust calibration:</b> How can immersive systems support calibrated rather than amplified trust, helping users align reliance with actual AI reliability?</div>
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<div class="elementToProof" role="presentation"><b>New HCAI4IDS applications:</b> What new scenarios and application domains can benefit from HCAI-integrated immersive data sensemaking?</div>
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<div role="presentation"><b>Evaluation approaches: </b>How should we evaluate HCAI-supported immersive data sensemaking systems and experiences?</div>
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<b>For questions please contact: </b><span style="color: rgb(44, 90, 160);"><a href="mailto:organizers.hcai4ids@gmail.com" id="OWAd914c310-769f-cb04-c9bb-1a8883848845" class="OWAAutoLink" style="color: rgb(44, 90, 160); margin: 0px; text-align: left;"><b>organizers.hcai4ids@gmail.com</b></a></span></div>
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<b>Organizers</b></div>
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Veronica Sundstedt, Blekinge Institute of Technology</div>
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Chaoming Wang, Blekinge Institute of Technology</div>
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Ilir Jusufi, Blekinge Institute of Technology</div>
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Christoffer Johansson, HealthyGaming / AESF</div>
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Ka-i Ip, University of Minnesota - Twin Cities</div>
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<span style="font-size: 11pt; line-height: 15px;"><b>Veronica Sundstedt</b></span><span style="font-size: 12pt;"><br>
</span><span style="font-size: 10pt; line-height: 15px;">Professor</span></div>
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<span style="font-size: 10pt; color: rgb(0, 0, 0); line-height: 15px;">Blekinge Institute of Technology</span><span style="font-size: 12pt; color: rgb(0, 0, 0);"><br>
</span><span style="font-size: 10pt; color: rgb(0, 0, 0); line-height: 15px;">J3220/Department of Computer Science</span><span style="font-size: 12pt; color: rgb(0, 0, 0);"><br>
</span><span style="font-size: 10pt; color: rgb(0, 0, 0); line-height: 15px;">371 79 Karlskrona</span><span style="font-size: 12pt; color: rgb(0, 0, 0);"><br>
</span><span style="font-size: 10pt; color: rgb(0, 0, 0); line-height: 15px;">SWEDEN</span><span style="font-size: 12pt; color: rgb(0, 0, 0);"><br>
</span><span style="font-size: 10pt; color: rgb(0, 0, 0); line-height: 15px;">+46 (0)455-38 58 50</span><span style="font-size: 12pt; color: rgb(0, 0, 0);"><br>
</span><span style="font-size: 10pt; color: rgb(5, 80, 100); line-height: 15px;"><a href="https://www.bth.se/" id="OWA95f520e8-e70e-8be9-7f3c-046b27ab4b87" class="OWAAutoLink" style="color: rgb(5, 80, 100); text-decoration: none;">bth.se</a></span></div>
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BTH applies the General Data Protection Regulation (GDPR) and supplementary legislation.<br>
Information on how personal data is processed is available at: <span style="color: rgb(5, 80, 100);">
<a href="https://www.bth.se/personal-data" id="OWA989bad6f-1c39-63d8-85d4-ed1cd3412729" class="OWAAutoLink" style="color: rgb(5, 80, 100); text-decoration: none;">www.bth.se/personal-data</a></span>.<br>
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Principal Investigator (PI) - Human-Centered Intelligent Realities (<a href="https://www.bth.se/hints" id="OWA44f08d3a-4152-9d7a-ac1b-5144bc47279d" class="OWAAutoLink" title="https://www.bth.se/hints" style="color: rgb(51, 51, 51);">HINTS</a>)</div>
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Program Manager - Civilingenjör i spel- och programvaruteknik / <a href="https://www.bth.se/utbildning/program/civilingenjor-i-spelteknik-300-hp" id="OWAf0268387-3f48-c558-3229-56aab98e5d16" class="OWAAutoLink" title="https://www.bth.se/utbildning/program/civilingenjor-i-spelteknik-300-hp" style="color: rgb(51, 51, 51);">
Civilingenjör i spelteknik</a> </div>
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Program Manager -<span style="background-color: rgb(255, 255, 255); line-height: 15.1083px;"> Master’s Programme in Computer Science - XR and Intelligent Interactive Systems (S<a href="https://www.bth.se/utbildning/program/masterprogram-i-datavetenskap---xr-och-intelligenta-interaktiva-system-120-hp?occasion=042f8455-276c-11f1-9f39-8363ccc44515" id="OWAa1bb5ef5-a5a8-768f-86e6-73d5713366a4" class="OWAAutoLink" title="https://www.bth.se/utbildning/program/masterprogram-i-datavetenskap---xr-och-intelligenta-interaktiva-system-120-hp?occasion=042f8455-276c-11f1-9f39-8363ccc44515" style="color: rgb(51, 51, 51);">tarting
HT27</a>)</span></div>
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