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5-6pm | SC (for Student Consortium students to meet only) |
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6-9pm | Reception at University of Southern California, Information Sciences Institute |
Sierra I & II | ||||||
7:30-9am | Registration | |||||
9-9:30am | Welcome and Opening Plenary | |||||
9:30-10:45am |
KeynoteGetting Virtually Personal: ![]()
Michelle Zhou
Juji, Inc |
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10:45-11:15am | Coffee Break | |||||
11:15-12:15pm | Panel -- Fostering Women Entrepreneurship | |||||
12:15-2pm | Lunch (on your own) + Fostering Women Entrepreneurship Lunch (location: Sinder, outdoor patio) | |||||
Sierra I & II | Pacific I & II | Pacific III | ||||
2-3:30pm | Explainable AI IChair: Tsvika KuflikWhat can AI do for me: Evaluating Machine Learning Interpretations in Cooperative Play (long) I can do better than your AI: Expertise and Explanations (long) Explainability Scenarios: Towards Scenario-based XAI Design (short) Best Short Paper Award The Effects of Example-Based Explanations in a Machine Learning Interface (short) |
Agent-based IUIsChair: Oliver Brdiczka Digital Survivor of Sexual Assault (long) |
Automated DrivingChair: Polo ChauImproving Take-Over Quality in Automated Driving By Interrupting Non-Driving Tasks (long) |
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3:30-4:00pm | Coffee Break | |||||
4:00-5pm | Explainable AI IIChair: Tsvika KuflikOutstanding Paper Award Explaining Models: An Empirical Study of How Explanations Impact Fairness Judgment (long) |
Multi-Modal Interfaces & Experience TransferChair: Fred HohmanMyoSign: Enabling End-to-End Sign Language Recognition with Wearables (long) |
Assistive IUIsChair: Polo ChauScene Text Access: A Comparison of Mobile OCR Modalities for Blind Users (long)
Guided Play: Digital Sensing and Coaching for Stereotypical Play Behavior in Children with Autism (long)
Learning to Assess the Quality of Stroke Rehabilitation Exercises (long) |
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5-5:15pm | Break | |||||
5:15-7pm |
Student Consortium
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Sierra I & II | |||
7:30-8:30am | Registration | ||
8:30-9:45am | KeynoteDARPA’s Explainable Artificial Intelligence (XAI) Program ![]()
Dave Gunning
DARPA I2O |
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9:45-10:15 | Coffee Break | ||
10:15-11:30am | Most Impact Paper Award | ||
11:30-1:15pm | Lunch (on your own) | ||
Sierra I & II | Pacific I & II | Pacific III | |
1:15-2:35pm |
Explanations in Recommender SystemsChair: Peter BrusilovskyTiiS: Crowdsourcing Ground Truth for Medical Relation Extraction Outstanding Paper Award The Effect of Explanations and Algorithmic Accuracy on Visual Recommender Systems of Artistic Images (long) |
User-Adaptive IUIsChair: Jeff NicholsRL-KLM: Automating Keystroke-level Modeling with Reinforcement Learning (short) |
Trust in AutomationChair: Simone StumpfTiiS: A Classification Model for Sensing Human Trust in Machines Using EEG and GSR |
2:35-3:05pm | Coffee Break | ||
3:05-4:20pm |
Affective & Aesthetic IUIsChair: Marko TkalcicParalinguistic Recommendations for Affective Word Clouds (long) |
Recommender SystemsChair: John O'DonovanEvaluating Narrative-Driven Movie Recommendations on Reddit (long) |
IUIs for Wearable/MobileChair: Fabio PaternòBackground Perception and Comprehension of Symbols Conveyed through Vibrotactile Wearable Displays (long) Outstanding Paper Award Smell Pittsburgh: Community-Empowered Mobile Smell Reporting System (long) |
4:20-4:35pm | Break | ||
4:35-5:00pm | Poster Madness | ||
5:00-5:30pm | Townhall Meeting | ||
Break | |||
6:15-8pm | Poster and Demo Reception |
Sierra I & II | |||
7:30-9:00am | Registration | ||
9:00-10:15am | Keynote![]()
Ashwin Ram
Google Cloud |
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10:15-10:45 | Coffee Break | ||
10:45-11:45am | Panel -- Hype or Hope: AI Meets Humans in the Real World | ||
11:45-1:30pm | Lunch (on your own)+ Steering committee lunch (location: Venice/Peninsula) | ||
Sierra I & II | Pacific I & II | Pacific III | |
1:30-2:50pm |
Interactive Machine Learning IChair: Simone StumpfTowards Rapid Interactive Machine Learning: Evaluating Tradeoffs of Classification without Representation (long) |
Intelligent VisualizationChair: Polo ChauStoryPrint: an Interactive Visualization of Stories (long) |
Augmented & Mixed RealityChair: Fabio PaternòAnalyzing User’s Task-Driven Interaction in Mixed Reality (short) |
2:50-3:20pm | Coffee Break | ||
3:20-4:40pm |
Interactive Machine Learning IIChair: Oliver BrdiczkaTiiS: A Visual Approach for Interactive Keyterm-based Clustering |
Collaborative Interfaces IChair: Tsvi KuflikBest Long Paper Award Photo Sleuth: Combining Human Expertise and Face Recognition to Identify Historical Portraits (long) |
Evaluation of IUIsChair: Aaron SpringerOutstanding Paper Award When People and Algorithms Meet: Assessing User-reported Problems to Inform Support in Intelligent Everyday Applications (long) |
4:40-5:10pm | Coffee Break | ||
5:10-6:10pm |
Natural Language & SpeechChair: Ilaria TorreVajra: Step-by-step programming with natural language (long) |
Collaborative Interfaces IIChair: Amy Zhang
Outstanding Paper Award Personalized Explanations for Hybrid Recommender Systems (long) |
Big Data and AnalyticsChair: Arjun SrinivasanAtlas: Local Graph Exploration in a Global Context (long) |
Walk to Banquet Room | |||
6:30-9 PM | Award Ceremony and Conference Banquet |
Time |
Full day |
Half day |
9:00 - 10:30 Session 1 |
W1MILC Intelligent Music Interfaces for Listening and Creation (Pacific 2) W2ESIDA Exploratory Search and Interactive Data Analytics (Pacific 1) W3ExSS Explainable Smart Systems (Sierra) |
W4HUMANIZE Theory-Informed User Modeling for Tailoring and Personalizing Interfaces (Palisades) W5UIoT Intelligent User Interfaces for IoT (Promenade) W6UIBK User Interactions for Building Knowledge (Venice/Peninsula) W7UISTDA User Interfaces for Spatial-Temporal Data Analysis (Pacific 3) W9IUI-ATEC Intelligent User Interfaces for Algorithmic Transparency in Emerging Technologies (Catalina) |
10:30 - 11:00 Coffee break(provided by conference organzation |
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11:00 - 13:00 Session 2 |
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13:00 - 14:00 Lunch break |
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14:00 - 15:30 Session 3 |
W8USER2AGENT User-Aware Conversational Agents (Catalina) |
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15:30 - 16:00 Coffee break(provided by conference organzation |
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16:00 - 18:00 Session 4 |
Student Consortium5:15-7pm |
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SC 1 Health-related aspects Sierra I & II Chair: Tsvika Kuflik |
Conversational Technology and Affective Computing for Cognitive Disability Fabio Catania |
Post-laryngectomy interaction restoration system Konrad Zieliński, Ryszard Szamburski, Ewa Machnacz |
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Augmented reality simulation toward improving therapeutic healthcare communication techniques Matthew Bonham |
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Training self-sufficiency and social skills with embodied conversational agent for children with autism Micol Spitale |
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SC 2 Human feedback and interaction-based design Pacific I & II Chair: Ilaria Torre |
Adaptive Suggestions to Increase Learnability for Voice User Interfaces Chelsea Myers |
Online Virtual Standardized Patient for Communication Skills Training Ali, Mohammad Rafayet |
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End User Programing of Intelligent Agents Using Demonstrations and Natural Language Instructions Toby Li |
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A Modular Framework for Collaborative Multimodal Annotation and Visualization Chris Kim |
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SC 3 Novel UIs for recommenders and for the ubiquitous environment Pacific III Chair: Jeff Nichols |
Recommending Privacy Settings for IoT Yangyang He |
Personal User Interfaces for Recommender Systems Martijn Millecamp |
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A Pedestrian Perspective on Autonomous Vehicles Kai Hollaender |
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How is Siri Different than GUIs? James Simpson |
Posters6:15-8pm |
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1 | Real-Time Collaborative System Based on Distributed Data Sharing Method Chen Bin, Kenji Nakajima, Koki Hatada, Junichi Yura, Masashi Uyama, Keiju Okabayashi |
2 | Engagement Estimation Based on Synchrony of Head Movements: Application to Actual E-learning Scenarios Ryosuke Kawamura, Yushi Toyoda, Koichiro Niinuma |
3 | Cognitive Load during Gaze Typing Tanya Bafna, John Paulin Hansen |
4 | An interface for explaining the automatic classification of runners' trainings Federico Maria Cau, Mattia Samuel Mancosu, Paolo Pilloni, Fabrizio Mulas, Lucio Davide Spano |
5 | Propagating Vibration Analysis of Leg Towards Ankle Joint Angle Estimation
Atsutoshi Ikeda, Shinichi Kosugi, Yasuhiro Tanaka |
6 | Metrics based Content Layouting
Balaji Vasan Srinivasan, Vishwa Vinay, Niyati Chhaya |
7 | Point-of-Interest Category Recommendation Based on Group Mobility Modeling
Xingxin Liu, Xingyu Huang, Yue Wang, Lin Zhang |
8 | Movie Trailer Analysis based on Editing Features of Movies
by Honoka Kakimoto, Yuanyuan Wang, Yukiko Kawai, Kazutoshi Sumiya |
9 | Mobile Device Interaction using Projector Metaphor
Hyocheol Ro, Yoon Jung Park, Jung-Hyun Byun, Tack-Don Han |
10 | Effects of Correctness and Suggestive Feedback on Learning with an Autonomous Virtual Trainer
Xiumin Shang, Ahmed Arif, Marcelo Kallmann |
11 | An Exploratory Study of Augmented Embodiment for Computational Thinking
Cheng-Yu Chung, Sharon I-Han Hsiao |
12 | Adaptive Projection Augmented Reality with Object Recognition based on Deep Learning
Yoon Jung Park, Hyocheol Ro, Jung-Hyun Byun, Tack-Don Han |
13 | A Case for a Richer, Bi-directional Interface between Augmented Reality Applications and the Network
Tooba Ahsen, Fahad Dogar |
14 | Mining Human Activity and Smartphone Position from Motion Sensors
Zhiqiang Gao, Dawei Liu |
15 | NeuroPose - Geriatric rehabilitation in the home using a web cam and pose estimation
Steven Rick, Shubha Bhaskaran, Yajie Sun, Sarah McEwen, Nadir Weibel |
16 | Programming-by-Example for Data Transformation to Improve Machine Learning Performance
Minori Narita, Takeo Igarashi |
17 | WIYE: building a corpus of children’s audio and video recordings with a story-based app
Micol Spitale, Fabio Catania, Mirko Gelsomini, Giulia Cosentino |
18 | GENIEL: An auto-Generative Intelligent Interface to Empower Learning in a Multisensory Environment
Giulia Cosentino, Giulia Leonardi, Micol Spitale, Mirko Gelsomini |
19 | Relaxation “sweet spot” exploration in pantophonicmusical soundscape using reinforcement learning
Isuru Jayarathne, Michael Cohen, Michael Frishkopf, Gregory Mulyk |
20 | Evaluation of Intelligent Input Interface for Entering Equations on Smartphone
Shizuka Shirai, Tetsuo Fukui |
21 | Emotify: an Emotional Game for Children with Autism Spectrum Disorder based-on Machine Learning
Amirreza Rouhi, Micol Spitale, Fabio Catania, Giulia Cosentino, Mirko Gelsomini |
22 | Geotagging Tweets to Landmarks using Convolutional Neural Networks with Text and Posting Time
Kwan Hui Lim, Shanika Karunasekera, Aaron Harwood, Yasmeen George |
23 | HuManIC: Human Machine Interpretive Control
Phillip Odom, Raymond Hebard, Stephen Lee-Urban |
24 | A preliminary study on the use of emotional recurrence analysis to identify coordination in collaborative learning
Yugo Hayashi |
25 | Supporting Peer Assessment in Education with Conversational Agents
YI-CHIEH LEE, Wai-Tat Fu |
26 | Identifying Useful Documents in the Workplace from Web Browsing and Working Logs
Wataru Uno, Ryota Ozaki, Noriji Kato |
27 | The Effect of Subjective Speech on Product Recommendation Virtual Agent
Tetsuya Matsui, Seiji Yamada |
28 | Explainable Recommender System that Maximizes Exploration
Homanga Bharadhwaj |
29 | Visualising Module Dependencies in Academic Recommendations
Nina Hagemann, Michael O'Mahony, Barry Smyth |
30 | Enhancing Explainability of Social Recommendation Using 2D Graphs and Word Cloud Visualizations
Saeed Amal, Tsvi Kuflik, Einat Minkov, Peter Brusilovsky, Mustafa Adam |
31 | A Proposal of Spatial Operators for a Collaborative Map Search System
Yuanyuan Wang, Panote Siriaraya, Yukiko Kawai, Keishi Tajima |
32 | Identifying “Horse Race” Stories in Election News
Miriam Boon, Larry Birnbaum |
33 | Integrating Declarative Models and HMMs for Online Gesture Recognition
Alessandro Carcangiu, Lucio Davide Spano |
34 | PAC-PAC: intelligent storytelling for point-and-click games on the web
Filippo Fanni, Angelo Mereu, Martina Senis, Alessandro Tola, Lucio Davide Spano, Fabio Murru, Marco Romoli, Ivan Blecic, Giuseppe Trunfio |
35 | SleepBot - Encouraging Sleep Hygiene Using an Intelligent Chat Bot
Steven Rick, Aaron Goldberg, Nadir Weibel |
36 | Exploring Autonomy in the Design of an Intelligent Health Assistant for Older Adults
Jamie Sanders, Aqueasha Martin-Hammond |
37 | Collaborative Lifelogging through the Integration of Machine and Human Computation
Mousa Ahmadi, Cristian Borcea, Quentin Jones |
38 | Evaluating Expressiveness of a Voice-guided Speech Re-synthesis System using Vocal Prosodic Parameters
Yuan-Yi Fan, Soyoung Shin, Vids Samanta |
39 | Evaluating the Efficacy of Traditional Fitness Tracker Recommendations
Fabio Gasparetti, Luca Maria Aiello, Daniele Quercia |
40 | With Respect to What: Simultaneous Interaction with Dimension Reduction and Clustering Projections
John Wenskovitch, Michelle Dowling, Chris North |
41 | Field study as a method to assess effectiveness of post-laryngectomy communication assistive interfaces
Konrad Zieliński, Ryszard Szamburski, Joanna Rączaszek-Leonardi |
42 | Sequence learning using Content and Consumption Patterns for User Path Prediction
Kushal Chawla, Niyati Chhaya, Aman Deep Singh, Soumya Vadlamannati, Aarushi Agrawal |
43 | Quantification of gracefulness from hand trajectory in classical dance motion
Takumi Nakamura, Kenichi IIDA, Etsuko Ueda |
Demos6:15-8pm |
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44 | Automatic Exam Grading by a Mobile Camera Ben Wagstaff, Chiao Lu, Xiang Anthony Chen |
45 | Landscape Freestyle: restyling site plans for landscape architecture with machine learning Qiaoyu Zheng |
46 | DL-Dashboard : User-friendly Deep Learning Model Development Environment Yoomi Park Eun-Ji Lim Shinyoung Ahn Wan Choi Taewoo Kim |
47 | Getting Virtually Personal: Chatbots That Actively Listen to You and Infer Your Personality Michelle Zhou, Wenxi Chen, Ziang Xiao, Huahai Yang, Changyan Chi, Ransom Williams |
48 | Garuda: A Deep Learning Based Solution for Capturing Selfies Safely
Jitender Virk, Abhinav Dhall |
49 | An Automatic Drum Machine with Touch UI Based on a Generative Neural Network
Richard Vogl, Hamid Eghbal-zadeh, Peter Knees |
50 | PARLEY: A Transparent Virtual Social Agent Training Interface
Tanja Schneeberger, Patrick Gebhard, Tobias Baur, Elisabeth Andre |
51 | Adding Intelligence to a Data Security Analysis System: Recommendation and Planning Support
Tianyi Li, Gregorio Convertino, Ranjeet Kumar Tayi, Shima Kazerooni |
52 | Reflex: Adaptive Learning beyond the Screen
Mirko Gelsomini, Micol Spitale, Eleonora Beccaluva, Leonardo Viola, Giulia Cosentino |
53 | Explaining Educational Recommendations through a Concept-Level Knowledge Visualization
Jordan Barria-Pineda, Peter Brusilovsky |
54 | Universal Voice-Enabled User Interfaces using JavaScript
Jaejun Lee, Raphael Tang, Jimmy Lin |
55 | Coverage-scalable Instant Tabletop Positioning System with Self-localizable Anchor Nodes
Pei Hao Chen, Ryo Shirai, Masanori Hashimoto |
56 | Autocomplete Vocal-fo Annotation of Songs Using Musical Repetitions
Tomoyasu Nakano, Yuki Koyama, Masahiro Hamasaki, Masataka Goto |
57 | Computer-Supported Form Design using Keystroke-Level Modeling with Reinforcement Learning
Katri Leino, Kashyap Todi, Antti Oulasvirta, Mikko Kurimo |
58 | SAM: Self-Adapting Menus on the Web
Camille Gobert, Kashyap Todi, Gilles Bailly, Antti Oulasvirta |
59 | VIRTUE - A Virtual Reality Museum Experience
Ivan Giangreco, Loris Sauter, Mahnaz Amiri, Parian Ralph Gasser, Silvan Heller, Heiko Schuldt |
60 | A Demonstration of Automated Database Application Development
by H. Paul Zellweger |
61 | An Intelligent Interface for Integrating Climate, Hydrology, Agriculture, and Socioeconomic Models by Daniel Garijo, Deborah Khider, Varun Ratnakar, Yolanda Gil, Kelly Cobourn, Ewa Deelman, Chris Duffy, Rafael Ferreira da Silva, Armen Kemanian, Craig Knoblock, Vipin Kumar, Scott Peckham, Yao-Yi Chiang, Ankush Khandelwal, Minh Pahm, Jay Pujara, Maria Stoica, Kshitij Tayal, Binh Vu, Anna Dabrowski, Daniel Hardesty-Lewis, Suzanne Pierce |
62 | User-Controlled Hybrid Recommendation for Academic Papers
Behnam Rahdari, Peter Brusilovsky |