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ORCID27th IUI 2022: Helsinki, Finland
- Giulio Jacucci, Samuel Kaski, Cristina Conati, Simone Stumpf, Tuukka Ruotsalo, Krzysztof Gajos:
IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22 - 25, 2022. ACM 2022, ISBN 978-1-4503-9144-3
Invited Keynotes
- Munmun De Choudhury:
Employing Social Media to Improve Mental Health: Pitfalls, Lessons Learned, and the Next Frontier. 1 - Ana Paiva:
From Social to Prosocial Machines: A New Challenge for AI. 2 - Stuart Russell:
Provably Beneficial Artificial Intelligence. 3
Session 1: Health, Well-being and Accessibility
- Min Hun Lee, Daniel P. Siewiorek, Asim Smailagic, Alexandre Bernardino
, Sergi Bermúdez i Badia:
Towards Efficient Annotations for a Human-AI Collaborative, Clinical Decision Support System: A Case Study on Physical Stroke Rehabilitation Assessment. 4-14 - Eunseo Kim, Jeongmin Hong, Hyuna Lee, Minsam Ko:
Colorbo: Envisioned Mandala Coloringthrough Human-AI Collaboration. 15-26 - Shadan Sadeghian, Marc Hassenzahl:
The "Artificial" Colleague: Evaluation of Work Satisfaction in Collaboration with Non-human Coworkers. 27-35 - Carlos A. Aguirre, Amama Mahmood, Chien-Ming Huang:
Crowdsourcing Thumbnail Captions via Time-Constrained Methods. 36-48 - Javedul Ferdous, Hae Na Lee, Sampath Jayarathna, Vikas Ashok:
InSupport: Proxy Interface for Enabling Efficient Non-Visual Interaction with Web Data Records. 49-62 - Sooyeon Lee, Rui Yu, Jingyi Xie, Syed Masum Billah, John M. Carroll:
Opportunities for Human-AI Collaboration in Remote Sighted Assistance. 63-78 - Abdelkareem Bedri, Yuchen Liang, Sudershan Boovaraghavan, Geoff Kaufman, Mayank Goel:
FitNibble: A Field Study to Evaluate the Utility and Usability of Automatic Diet Monitoring in Food Journaling Using an Eyeglasses-based Wearable. 79-92
Session 2: Recommender Systems and Decision-Making
- Jeroen Ooge, Shotallo Kato, Katrien Verbert:
Explaining Recommendations in E-Learning: Effects on Adolescents' Trust. 93-105 - Helma Torkamaan, Jürgen Ziegler:
Recommendations as Challenges: Estimating Required Effort and User Ability for Health Behavior Change Recommendations. 106-119 - Savvas Petridis, Nediyana Daskalova, Sarah Mennicken, Samuel F. Way, Paul Lamere, Jennifer Thom:
TastePaths: Enabling Deeper Exploration and Understanding of Personal Preferences in Recommender Systems. 120-133
Session 3: Explainable AI (XAI) 1
- Clarice Wang, Kathryn Wang, Andrew Bian, Rashidul Islam, Kamrun Naher Keya, James R. Foulds, Shimei Pan:
Do Humans Prefer Debiased AI Algorithms? A Case Study in Career Recommendation. 134-147 - Chun-Wei Chiang, Ming Yin:
Exploring the Effects of Machine Learning Literacy Interventions on Laypeople's Reliance on Machine Learning Models. 148-161 - Francisco Gutiérrez, Nyi Nyi Htun, Vero Vanden Abeele, Robin De Croon, Katrien Verbert:
Explaining Call Recommendations in Nursing Homes: a User-Centered Design Approach for Interacting with Knowledge-Based Health Decision Support Systems. 162-172 - Téo Sanchez, Baptiste Caramiaux, Pierre Thiel, Wendy E. Mackay:
Deep Learning Uncertainty in Machine Teaching. 173-190 - Jonathan Dodge, Andrew Anderson, Matthew L. Olson, Rupika Dikkala, Margaret Burnett:
How Do People Rank Multiple Mutant Agents? 191-211 - Jiao Sun, Q. Vera Liao, Michael J. Muller, Mayank Agarwal, Stephanie Houde, Kartik Talamadupula, Justin D. Weisz:
Investigating Explainability of Generative AI for Code through Scenario-based Design. 212-228
Session 4: Alternative Input Modes
- Nastaran Saffaryazdi, Yenushka Goonesekera, Nafiseh Saffaryazdi, Nebiyou Daniel Hailemariam, Ebasa Girma Temesgen, Suranga Nanayakkara, Elizabeth Broadbent, Mark Billinghurst:
Emotion Recognition in Conversations Using Brain and Physiological Signals. 229-242 - Lisa-Marie Vortmann, Moritz Schult, Felix Putze:
Differentiating Endogenous and Exogenous Attention Shifts Based on Fixation-Related Potentials. 243-257 - Alexandre Armengol-Urpi, Andres F. Salazar-Gomez, Sanjay E. Sarma:
Brainwave-Augmented Eye Tracker: High-Frequency SSVEPs Improves Camera-Based Eye Tracking Accuracy. 258-276 - Utkarsh Kunwar, Sheetal Borar, Moritz Berghofer, Julia Kylmälä, Ilhan Aslan, Luis A. Leiva, Antti Oulasvirta:
Robust and Deployable Gesture Recognition for Smartwatches. 277-291 - Jung In Koh, Samantha Ray, Josh Cherian, Paul Taele, Tracy Hammond:
Show of Hands: Leveraging Hand Gestural Cues in Virtual Meetings for Intelligent Impromptu Polling Interactions. 292-309 - Tamara von Sawitzky, Thomas Grauschopf, Andreas Riener:
Hazard Notifications for Cyclists: Comparison of Awareness Message Modalities in a Mixed Reality Study. 310-322 - Joni Salminen, Soon-Gyo Jung, Bernard J. Jansen:
Developing Persona Analytics Towards Persona Science. 323-344
Session 5: Tools for AI Developers
- Sruti Srinivasa Ragavan, Zhitao Hou, Yun Wang, Andrew D. Gordon, Haidong Zhang, Dongmei Zhang:
GridBook: Natural Language Formulas for the Spreadsheet Grid. 345-368 - Justin D. Weisz, Michael J. Muller, Steven I. Ross, Fernando Martinez, Stephanie Houde, Mayank Agarwal, Kartik Talamadupula, John T. Richards:
Better Together? An Evaluation of AI-Supported Code Translation. 369-391 - Chunqi Zhao, I-Chao Shen, Tsukasa Fukusato, Jun Kato, Takeo Igarashi:
ODEN: Live Programming for Neural Network Architecture Editing. 392-404 - Ryan Louie, Jesse H. Engel, Cheng-Zhi Anna Huang:
Expressive Communication: Evaluating Developments in Generative Models and Steering Interfaces for Music Creation. 405-417 - Venkatesh Sivaraman, Yiwei Wu, Adam Perer:
Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces. 418-432 - Gary Ang, Ee-Peng Lim:
Learning User Interface Semantics from Heterogeneous Networks with Multimodal and Positional Attributes. 433-446 - Shirin Feiz, Jason Wu, Xiaoyi Zhang, Amanda Swearngin, Titus Barik, Jeffrey Nichols:
Understanding Screen Relationships from Screenshots of Smartphone Applications. 447-458
Session 6: Mobiles and Wearables
- Yongjie Duan, Ke He, Jianjiang Feng, Jiwen Lu, Jie Zhou:
Estimating 3D Finger Pose via 2D-3D Fingerprint Matching. 459-469 - Maozheng Zhao, Henry Huang, Zhi Li, Rui Liu, Wenzhe Cui, Kajal Toshniwal, Ananya Goel, Andrew Wang, Xia Zhao, Sina Rashidian, Furqan Baig, Khiem Phi, Shumin Zhai, I. V. Ramakrishnan, Fusheng Wang, Xiaojun Bi:
EyeSayCorrect: Eye Gaze and Voice Based Hands-free Text Correction for Mobile Devices. 470-482 - Abdul Rafey Aftab, Michael von der Beeck:
Multimodal Driver Referencing: A Comparison of Pointing to Objects Inside and Outside the Vehicle. 483-495 - Clemens Schartmüller, Andreas Riener:
Multimodal Error Correction for Speech-to-Text in a Mobile Office Automated Vehicle: Results From a Remote Study. 496-505 - Arthur Sluÿters, Sébastien Lambot, Jean Vanderdonckt:
Hand Gesture Recognition for an Off-the-Shelf Radar by Electromagnetic Modeling and Inversion. 506-522 - Siddhartha Datta, Konrad Kollnig, Nigel Shadbolt:
Mind-proofing Your Phone: Navigating the Digital Minefield with GreaseTerminator. 523-536
Session 7: Interacting with Machine Learning
- Lijie Guo, Elizabeth M. Daly, Oznur Alkan, Massimiliano Mattetti, Owen Cornec, Bart P. Knijnenburg:
Building Trust in Interactive Machine Learning via User Contributed Interpretable Rules. 537-548 - Quan Ze Chen, Tobias Schnabel, Besmira Nushi, Saleema Amershi:
HINT: Integration Testing for AI-based features with Humans in the Loop. 549-565 - Zachary Levonian, Chia-Jung Lee, Vanessa Murdock, F. Maxwell Harper:
Trade-offs in Sampling and Search for Early-stage Interactive Text Classification. 566-583 - Geoff Holmes, Eibe Frank, Dale Fletcher, Corey Sterling:
Efficiently correcting machine learning: considering the role of example ordering in human-in-the-loop training of image classification models. 584-593
Session 8: Learning and Playing
- Sayan Chaudhry, Chinmay Kulkarni:
Robinhood's Forest: A Persuasive Idle Game to Improve Investing Behavior. 594-603 - Aybike Ulusan, Uttkarsh Narayan, Sam Snodgrass, Özlem Ergun, Casper Harteveld:
"Rather Solve the Problem from Scratch": Gamesploring Human-Machine Collaboration for Optimizing the Debris Collection Problem. 604-619 - Fiona Draxler, Julia Maria Brenner, Manuela Eska, Albrecht Schmidt, Lewis L. Chuang:
Agenda- and Activity-Based Triggers for Microlearning. 620-632 - Özge Nilay Yalçin, Sébastien Lallé, Cristina Conati:
An Intelligent Pedagogical Agent to Foster Computational Thinking in Open-Ended Game Design Activities. 633-645 - Saelyne Yang, Jisu Yim, Aitolkyn Baigutanova, Seoyoung Kim, Minsuk Chang, Juho Kim:
SoftVideo: Improving the Learning Experience of Software Tutorial Videos with Collective Interaction Data. 646-660
Session 9: Applications and Tools
- Xiaoran Wu:
Interpretable Aesthetic Analysis Model for Intelligent Photography Guidance Systems. 661-671 - Yining Cao, Hariharan Subramonyam, Eytan Adar:
VideoSticker: A Tool for Active Viewing and Visual Note-taking from Videos. 672-690 - Philippe Laban, Elicia Ye, Srujay Korlakunta, John F. Canny, Marti A. Hearst:
NewsPod: Automatic and Interactive News Podcasts. 691-706 - Napol Rachatasumrit, Jonathan Bragg, Amy X. Zhang, Daniel S. Weld:
CiteRead: Integrating Localized Citation Contexts into Scientific Paper Reading. 707-719 - Reshika Palaniyappan Velumani, Meng Xia, Jun Han, Chaoli Wang, Alexis Kai-Hon Lau, Huamin Qu:
AQX: Explaining Air Quality Forecast for Verifying Domain Knowledge using Feature Importance Visualization. 720-733 - Ryoichi Shibata, Shoya Matsumori, Yosuke Fukuchi, Tomoyuki Maekawa, Mitsuhiko Kimoto, Michita Imai:
Utilizing Core-Query for Context-Sensitive Ad Generation Based on Dialogue. 734-745
Session 10: Explainable AI (XAI) 2
- Angie W. Boggust, Brandon Carter, Arvind Satyanarayan:
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples. 746-766 - Harini Suresh, Kathleen M. Lewis, John V. Guttag, Arvind Satyanarayan:
Intuitively Assessing ML Model Reliability through Example-Based Explanations and Editing Model Inputs. 767-781 - Leandro Balby Marinho, Júlio Barreto Guedes da Costa, Denis Parra, Rodrygo L. T. Santos:
Similarity-Based Explanations meet Matrix Factorization via Structure-Preserving Embeddings. 782-793 - Krzysztof Z. Gajos, Lena Mamykina:
Do People Engage Cognitively with AI? Impact of AI Assistance on Incidental Learning. 794-806 - Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki:
Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users. 807-819
Session 11: Natural Language
- Ronnie Smith, Mauro Dragone:
A Dialogue-Based Interface for Active Learning of Activities of Daily Living. 820-831 - Riku Arakawa, Hiromu Yakura, Masataka Goto:
BeParrot: Efficient Interface for Transcribing Unclear Speech via Respeaking. 832-840 - Ann Yuan, Andy Coenen, Emily Reif, Daphne Ippolito:
Wordcraft: Story Writing With Large Language Models. 841-852 - Junxiao Shen, Boyin Yang, John J. Dudley, Per Ola Kristensson:
KWickChat: A Multi-Turn Dialogue System for AAC Using Context-Aware Sentence Generation by Bag-of-Keywords. 853-867 - Melanie Heck, Seong Hyun Shon, Christian Becker:
Does Using Voice Authentication in Multimodal Systems Correlate With Increased Speech Interaction During Non-critical Routine Tasks? 868-877 - Jun Yuan, Jesse Vig, Nazneen Rajani:
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models. 878-888
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