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IUI4EUD: Intelligent User Interfaces for End-User Development

Intelligent Support

Understanding the Effectiveness of Adaptive Guidance for Narrative Visualization: A Gaze-Based Analysis (long)
Oswald Barral (University of British Columbia), Sebastien Lalle (University of British Columbia), Cristina Conati (UBC)

Towards Making Videos Accessible for Low Vision Screen Magnifier Users (long)
Ali Selman Aydin (Stony Brook University), Shirin Feiz (Stony Brook University), Vikas Ganjigunte Ashok (Old Dominion University), IV Ramakrishnan (Stony Brook University)

VASTA: A Vision and Language-assisted Smartphone Task Automation System (long)
Alborz Rezazadeh Sereshkeh (Samsung Research America), Gary Leung (Samsung Research America), Krish Perumal (Samsung AI Centre), Caleb Ryan Phillips (Samsung Research America), Minfan Zhang (Samsung Research America), Afsaneh Fazly (Samsung Research America), Iqbal Mohommed (Samsung)

An Eye Gaze-driven Metric for Estimating the Strength of Graphical Passwords based on Image Hotspots (short)
Argyris Constantinides (University of Cyprus), Marios Belk (University of Cyprus), Christos Fidas (University of Patras), Andreas Pitsillides (University of Cyprus)

WordBlender: Principles and Tools for Generating Word Blends (short)
Sam H Ross (Barnard College), Ecenaz Jen Ozmen (Columbia University), Maria V. Kogan (Columbia University), Lydia B Chilton (Columbia University)

Active & Interactive ML

iSeqL: Interactive Sequence Learning (long)
Akshat Shrivastava (University of Washington), Jeffrey Heer (University of Washington)

Dynamic Word Recommendation to Obtain Diverse Crowdsourced Paraphrases of User Utterances (long)
Mohammad Ali Yaghoub Zadeh Fard (UNSW Sydney), Boualem Benatallah (UNSW Sydney), Fabio Casati (University of Trento), Moshe Chai Barukh (UNSW Sydney), Shayan Zamanirad (UNSW Sydney)

Investigating Audio Data Visualization for Interactive Sound Recognition (long)
Tatsuya Ishibashi (Osaka University), Yuri Nakao (FUJITSU LABORATORIES LTD.), Yusuke Sugano (The University of Tokyo)

Interactive Deep Singing-Voice Separation Based on Human-in-the-Loop Adaptation (short)
Tomoyasu Nakano (National Institute of Advanced Industrial Science and Technology (AIST)), Yuki Koyama (National Institute of Advanced Industrial Science and Technology (AIST)), Masahiro Hamasaki (National Institute of Advanced Industrial Science and Technology (AIST)), Masataka Goto (National Institute of Advanced Industrial Science and Technology (AIST))

Contextual Multi-Armed Bandit Strategies for Diagnosing Post-harvest Diseases of Apple (short)
Gabriele Sottocornola (Free University of Bozen-Bolzano), Maximilian Nocker (Free University of Bozen-Bolzano), Fabio Stella (University of Milan-Bicocca), Markus Zanker (Free University of Bozen-Bolzano)

Gestures & Accessibility

Natural Language Interfaces

User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant (long)
Nicolas Lair (Inserm), Clément Delgrange (Inserm), David Mugisha (Cloud Temple), Jean-Michel Dussoux (Cloud Temple), Pierre-Yves Oudeyer (Inria), Peter Ford Dominey (INSERM)

Predictive Text Encourages Predictable Writing (long)
Kenneth C. Arnold (Calvin University), Krysta Chauncey (Charles River Analytics), Krzysztof Z. Gajos (Harvard University)

Miscommunication Detection and Recovery in Situated Human–Robot Dialogue (long)
Matthew Marge (U.S. Army Research Laboratory), Alexander I Rudnicky (Carnegie Mellon University)

Speech Modulated Typography: Towards an Affective Representation Model (short)
Caluã de Lacerda Pataca (University of Campinas), Paula Dornhofer Paro Costa (University of Campinas)

Student Consortium 1

Student Consortium 2

Explaining AI: Fairly? Well?

Recommender Systems 1

Recommendation for Video Advertisements based on Personality Traits and Companion Content (long)
Sanorita Dey (University of Illinois at Urbana-Champaign), Brittany R.L. Duff (University of Illinois at Urbana-Champaign), Niyati Chhaya (Adobe Research), Wai Fu (university of illinois), Vishy Swaminathan (Adobe), Karrie Karahalios (University of Illinois at Urbana-Champaign)

Navigation-by-Preference: A New Conversational Recommender with Preference-Based Feedback (long)
Arpit Rana (University College Cork), Derek Bridge (University College Cork)

Explaining Recommendations by Means of Aspect-based Transparent Memories (long)
Tim Donkers (University of Duisburg-Essen), Timm Kleemann (University of Duisburg-Essen), Jürgen Ziegler (Interactive Systems Research Group)

Intelligent Visualizations

What Respect to What: Simultaneous Interaction with Dimension Reduction and Clustering Projections (long)
John Wenskovitch (Virginia Polytechnic Institute and State University), Michelle Dowling (Virginia Polytechnic Institution and State University), Chris North (Virginia Tech)

How Do Visual Explanations Foster End Users' Appropriate Trust in Machine Learning? (long)
Fumeng Yang (Brown University), Zhuanyi Huang (PACIFIC NORTHWEST NATIONAL LABORATORY), Jean C Scholtz (PNNL- retired), Dustin L Arendt (Pacific Northwest National Laboratory)

Towards Visual Debugging for Multi-Target Time Series Classification (short)
Udo Schlegel (University of Konstanz), Eren Cakmak (University of Konstanz), Hiba Arnout (Siemens Corporate Technology), Mennatallah El-Assady (University of Konstanz), Daniela Oelke (Siemens Corporate Technology), Daniel Keim (University of Konstanz)

An Analytical Framework for Formulating Metrics for Evaluating Multi-dimensional Time-series Data (short)
Rei Takami (Tokyo Metropolitan University), Hiroki Shibata (Tokyo Metropolitan University), Yasufumi Takama (Tokyo Metropolitan University)

Sketching

Evaluating New Requirements to Pen-Centric Intelligent User Interface based on End-to-End Mathematical Expressions Recognition (long)
Dmytro Zhelezniakov (Taras Shevchenko National University of Kyiv), Viktor Zaytsev (Samsung R&D Institute Ukraine (SRK)), Olga Radyvonenko (Samsung R&D Institute Ukraine (SRK)), Tetiana Ignatova (Samsung R&D Institute Ukraine (SRK)), Anastasiia Cherneha (Samsung R&D Institute Ukraine (SRK)), Oleg Yakovchuk (Samsung R&D Institute Ukraine (SRK))

Creative Sketching Partner: An Analysis of Human-AI Co-Creativity (long)
Pegah Karimi (University of North Carolina at Charlotte), Jeba Rezwana (University of North Carolina at Charlotte), Safat Siddiqui (University of North Carolina at Charlotte), Mary Lou Maher (UNC Charlotte), Nasrin Dehbozorgi (University of North Carolina at Charlotte)

Recognizing Perspective Accuracy: An Intelligent User Interface for Assisting Novices (long)
Blake Williford (Texas A&M University), Matthew Runyon (Texas A&M University), Tracy Hammond (Texas A&M University)

Draw with Me: Human-in-the-Loop for Image Restoration (long)
Thomas Weber (fortiss GmbH), Zhiwei Han (fortiss GmbH), Stefan Matthes (fortiss GmbH), Yuanting Liu (fortiss GmbH), Heinrich Hussmann (LMU Munich)

Photo-Realistic Emoticon Generation Using Multi-Modal Input (short)
Paritosh Mittal (Samsung RnD ) Kunal Aggarwal (Samsung R&D India), Pragya Paramita Sahu (Samsung Research India), Vishal Vatsalya (Samsung), Soumyajit Mitra (Samsung Research India), Vikrant Singh (Samsung Research India), Viswanatth Veera (Samsung Research), Shankar M Venkatesan (Samsung Reseatch)

Explanations 1

Parallel Embeddings: a Visualization Technique for Contrasting Learned Representations (long)
Dustin L Arendt (Pacific Northwest National Laboratory), Nasheen Nur (University of North Carolina at Charlotte), Zhuanyi Huang (PACIFIC NORTHWEST NATIONAL LABORATORY), Gabriel Fair (University of North Carolina Charlotte), Wenwen Dou (UNC Charlotte)

Evaluating Saliency Map Explanations for Convolutional Neural Networks: A User Study (long)
Ahmed Alqaraawi (UCL), Martin Schuessler (Technische Universität Berlin), Philipp Weiß (Technische Universität Berlin), Enrico Costanza (UCL Interaction Centre), Nadia Berthouze (University College London)

NJM-Vis: Interpreting Neural Joint Models in NLP (long)
David Johnson (University of British Columbia), Giuseppe Carenini (UBC), Gabriel Murray (University of the Fraser Valley)

Trust in AutoML: Exploring Information Needs for Establishing Trust in Automated Machine Learning Systems (long)
Jaimie Drozdal (Cognitive and Immersive Systems Lab), Justin D. Weisz (IBM Research AI), Dakuo Wang (IBM Research), Gaurav Dass (Cognitive and Immersive Systems Lab), Bingsheng Yao (Cognitive and Immersive Systems Lab), Changruo Zhao (Rensselaer Polytechnic Institute), Michael Muller (AI Interactions, IBM Research), Lin Ju (IBM Research), Hui Su (Computer Science, RPI)

AutoAIViz: Opening the Blackbox of Automated Artificial Intelligence with Conditional Parallel Coordinates (short)
Daniel Karl I. Weidele (IBM Research), Justin D. Weisz (IBM Research AI), Erick Oduor (IBM Research Africa), Michael Muller (IBM Research), Josh Andres (IBM Research Australia), Alexander Gray (IBM T.J. Watson Research Center), Dakuo Wang (IBM Research)

Multimodal

User Modeling/Personalization 1

The Effect of Numerical and Textual Information on Visual Engagement and Perceptions of AI-Driven Persona Interfaces (long)
Joni Salminen (Hamad Bin Khalifa University), Ying-Hsang Liu (The Australian National University), Sercan Şengün (Illinois State University), João M. Santos (Instituto Universitário de Lisboa (ISCTE-IUL)), Soon-Gyo Jung (Hamad Bin Khalifa University), Bernard J Jansen (Hamad Bin Khalifa University)

Driver Drowsiness in Automated and Manual Driving: Insights from a Test Track Study (long)
Thomas Kundinger (AUDI AG), Andreas Riener (Technische Hochschule Ingolstadt), Nikoletta Sofra (AUDI AG), Klemens Weigl (Technische Hochschule Ingolstadt)

The Effect of Personal Characteristics in Time Series Visualizations (long)
Julia Sheidin (The University of Haifa), Joel Lanir (The University of Haifa), Cristina Conati (UBC), Dereck Toker (UBC), Tsvi Kuflik (The University of Haifa)

Design and Evaluation of Intelligent Agent Prototypes for Assistance with Focus and Productivity at Work (long)
Ted Grover (University of California, Irvine), Kael Rowan (Microsoft Research), Jina Suh (Microsoft Research), Daniel McDuff (Microsoft), Mary Czerwinski (Microsoft Research)

Most Impactful Paper Award

Panel "25 years of IUI - the road traversed and the road ahead"

Town Hall meeting

Humans and Robots Together: engineering sociality and collaboration

Displays & Accessibility

Dynamic Layout Optimization for Multi-user Interaction with a Large Display (long)
Yoshio Matsuda (Saitama University), Takashi Komuro (Saitama University)

ALCOVE: An Accessible Comic Reader for People with Low Vision (long)
Frédéric Rayar (University of Toulouse), Bernard Oriola (CNRS / UPS), Christophe Jouffrais (CNRS)

Investigating the Intelligibility of a Computer Vision System for Blind Users (long)
Subeida Ahmed (City, University of London), Harshadha Balasubramanian (University College London), Simone Stumpf (City, University of London), Cecily Morrison (Microsoft Research Cambridge), Abigail Sellen (Microsoft Research), Martin Grayson (Microsoft Research)

User Modeling/Personalization 2

Toward Effective Robot-Child Tutoring: Intrinsic Motivation, Behavioral Intervention, and Learning Outcomes (long)
Aditi Ramachandran (Yale University), Chien-Ming Huang (Johns Hopkins University), Brian Michael Scassellati (Yale University)

Racial Mirroring Effects on Human-Agent Interaction in Psychotherapeutic Conversations (long)
Yuting Liao (University of Maryland), Jiangen He (Drexel University)

Calibration of Game Dynamics for a More Even Multi-Player Experience (long)
Mauro Scanagatta (Fondazione Bruno Kessler), Michela Ferron (Fondazione Bruno Kessler), Giulia Deppieri (Fondazione Bruno Kessler), Annapaola Marconi (Fondazione Bruno Kessler),

Methods

How Proxy Tasks and Subjective Measures Can Be Misleading in Evaluating XAI Systems (long)
Zana Buçinca (Harvard University), Phoebe Lin (Harvard University), Krzysztof Z. Gajos (Harvard University), Elena L. Glassman (Harvard University)

Keeping It "Organized and Logical": After Action Review for AI (AAR/AI) (long)
Theresa Mai (Oregon State University), Roli Khanna (Oregon State University), Jonathan Dodge (Oregon State University), Jed Irvine (Oregon State Un), Kin-Ho Lam (Oregon State University), Zhengxian Lin (Oregon State University), Nicholas Kiddle (Oregon State University), Evan Newman (Oregon State University), Sai Raja (Oregon State University), Caleb Robert Matthews (Oregon State University), Christopher Perdriau (Oregon State University), Margaret Burnett (Oregon State University), Alan Fern (Oregon State University)

What is "Intelligent" in Intelligent User Interfaces? A Meta Analysis of 25 Years of IUI (long)
Sarah Theres Völkel (LMU Munich), Christina Schneegass (LMU Munich), Malin Eiband (LMU Munich), Daniel Buschek (University of Bayreuth)

Human-in-the-Loop AI in Government: A Case Study (long)
Lanthao Benedikt (ONS), Chaitanya Joshi (Office for National Statistics), Louisa Nolan (Office for National Statistics), Ruben Henstra-Hill (Office for National Statistics), Luke Shaw (Office for National Statistics), Sharon Hook (Office for National Statistics)

Explanations 2

Understanding the Effects of Control and Transparency in Searching as Learning (long)
Cecilia di Sciascio (Know-Center GmbH), Jordan Barria-Pineda (University of Pittsburgh), Colleen Culley (University of Pittsburgh School of Pharmacy), Eduardo Veas (Graz University of Technology)

Leveraging Rationales to Improve Human Task Performance (long)
Devleena Das (Georgia Institute of Technology), Sonia Chernova (Georgia Institute of Technology)

Digging into User Control: Perceptions of Adherence and Instability in Transparent Models (long)
Alison Marie Smith-Renner (University of Maryland, College Park), Varun Kumar (Amazon Alexa), Jordan Boyd-Graber (University of Maryland), Kevin Seppi (Brigham Young University), Leah Findlater (University of Washington)

ViCE: Visual Counterfactual Explanations for Machine Learning Models (long)
Steffen Holter (New York University Abu Dhabi), Oscar Alejandro Gomez (New York University Abu Dhabi), Jun Yuan (NYU), Enrico Bertini (NYU)

Wearable & Ubiquitous

Recommender Systems 2

Using Affordances to Improve AI Support of Social Media Posting Decisions (long)
Harmanpreet Kaur (University of Michigan), Cliff Lampe (University of Michigan), Walter S. Lasecki (University of Michigan)

With a Little Help from My Peers: Depicting Social Norms in a Recommender Interface to Promote Energy Conservation (long)
Alain Starke (University of Bergen), Martijn Willemsen (Eindhoven University of Technology), Chris Snijders (Eindhoven University of Technoloy)

TAPrec: Supporting the Composition of Trigger-Action Rules Through Dynamic Recommendations (long)
Fulvio Corno (Politecnico di Torino), Luigi De Russis (Politecnico di Torino), Alberto Monge Roffarello (Politecnico di Torino)

IUI 2021 Announcement