Keynote

Getting Virtually Personal:
Making Responsible and Empathetic “Her” for Everyone

Explainable AI I

^{Best Short Paper Award} The Effects of Example-Based Explanations in a Machine Learning Interface (short)

Automated Rationale Generation: a Technique for Explainable AI and its Effects on Human Perceptions (long)

Agent-based IUIs

Digital Survivor of Sexual Assault (long)

Induction of an active attitude by short speech reaction time toward interaction for decision-making with multiple agents (short)

Intelligent Assistants for Mediation Analysis in Visual Analytics (short)

Who Should Be My Teammates: Using A Conversational Agent to Understand Individual Differences and Help Teaming (long)

BigBlueBot: Teaching Strategies for Successful Human-Agent Interactions (long)

Automated Driving

Improving Take-Over Quality in Automated Driving By Interrupting Non-Driving Tasks (long)

Assessing Public Perception of Self-Driving Cars: the Autonomous Vehicle Acceptance Model (long)

A Context-Dependent Analysis of Automated Driving to Elaborate Requirements for Intelligent User Interfaces (long)

S(C)ENTINEL - Monitoring Automated Vehicles with Olfactory Reliability Displays (long)

Explainable AI II

^{Outstanding Paper Award} Explaining Models: An Empirical Study of How Explanations Impact Fairness Judgment (long)

What Data Should I Protect? A Recommender and Impact Analysis Design to Assist Decision Making (long)

Decision Making Strategies Differ in the Presence of Collaborative Explanations: Two Conjoint Studies (long)

Multi-Modal Interfaces & Experience Transfer

MyoSign: Enabling End-to-End Sign Language Recognition with Wearables (long)

Discovering Natural Language Commands in Multimodal Interfaces (long)

Inspiration Driven Experience Transfer (long)

Assistive IUIs

Scene 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)

Student Consortium

Keynote

DARPA’s Explainable Artificial Intelligence (XAI) Program

Explanations in Recommender Systems

TiiS: Crowdsourcing Ground Truth for Medical Relation Extraction

Explaining Recommendations in an Interactive Hybrid Social Recommender (short)

To Explain or not to Explain: the Effects of Personal Characteristics when Explaining Music Recommendations (long)

^{Outstanding Paper Award} The Effect of Explanations and Algorithmic Accuracy on Visual Recommender Systems of Artistic Images (long)

User-Adaptive IUIs

RL-KLM: Automating Keystroke-level Modeling with Reinforcement Learning (short)

TiiS: Proactive Information Retrieval by Inferring Search Intent from Primary Task Context

Transformer: A Database-Driven Approach to Generating Forms for Constrained Interaction (long)

SearchLens: Composing and Capturing Complex User Interests for Exploratory Search (long)

Trust in Automation

TiiS: A Classification Model for Sensing Human Trust in Machines Using EEG and GSR

TiiS: The Effect of Culture on Trust in Automation: Reliability and Workload

Do I Trust My Machine Teammate? An Investigation from Perception to Decision (long)

Effects of the Source of Advice and Decision Task on Decisions to Request Expert Advice (long)

Affective & Aesthetic IUIs

Paralinguistic Recommendations for Affective Word Clouds (long)

Does Emotion Influence the Use of Auto-suggest during Smartphone Typing? (short)

Prediction of Music Pairwise Preferences from Facial Expressions (long)

Piano Genie (short)

Recommender Systems

Evaluating Narrative-Driven Movie Recommendations on Reddit (long)

Intelligently Recommending Key Bindings on Physical Keyboards with Demonstrations in Emacs (short)

Rasch-based Tailored Goals for Nutrition Assistance Systems (long)

SAM: A Modular Framework for Self-Adapting Web Menus (short)

IUIs for Wearable/Mobile

^{Outstanding Paper Award} Smell Pittsburgh: Community-Empowered Mobile Smell Reporting System (long)

Towards a Generalizable Method for Detecting Fluid Intake with Wrist-Mounted Sensors and Adaptive Segmentation (short)

ShopEye: Fusing RFID and Smartwatch for Multi-relation Excavation in Physical stores (long)

Keynote

Innovating with AI

Interactive Machine Learning I

Towards Rapid Interactive Machine Learning: Evaluating Tradeoffs of Classification without Representation (long)

Where can my career take me? Harnessing Dialogue for Interactive Career Goal Recommendations (long)

Towards Human-Guided Machine Learning (long)

TiiS: A Review of User Interface Design for Interactive Machine Learning

Intelligent Visualization

StoryPrint: an Interactive Visualization of Stories (long)

Vulnerable to Misinformation? Verifi! (long)

Visualizing authorship and contribution of collaborative writing in e-learning environments (short)

The Role of User Differences in Customization: A Case Study in Personalization for Infovis-Based Content (long)

Augmented & Mixed Reality

Analyzing User’s Task-Driven Interaction in Mixed Reality (short)

PATI: A Projection-based Augmented Table-Top Interface for Robot Programming (long)

Walking with Adaptive Augmented Reality Workspaces: Design and Usage Patterns (long)

Cross-Platform Immersive Web Browsing for Online 3D Neuron Database Exploration (long)

Interactive Machine Learning II

TiiS: A Visual Approach for Interactive Keyterm-based Clustering

TiiS: A Human-in-the-loop System for Sound Event Detection and Annotation

Peripheral Vision: A New Killer App for Smart Glasses (long)

Investigating the Feasibility of Finger Identification on Capacitive Touchscreens using Deep Learning (long)

Collaborative Interfaces I

^{Best Long Paper Award} Photo Sleuth: Combining Human Expertise and Face Recognition to Identify Historical Portraits (long)

Popup: Reconstructing 3D Video Using Particle Filtering to Aggregate Crowd Responses (long)

Assisting Group Activity Analysis through Hand Detection and Identification in Multiple Egocentric Videos (short)

Explainable Modeling of Annotations in Crowdsourcing (short)

Evaluation of IUIs

^{Outstanding Paper Award} When People and Algorithms Meet: Assessing User-reported Problems to Inform Support in Intelligent Everyday Applications (long)

Progressive Disclosure: Designing for Effective Transparency (long)

Supporting job mediator and job seeker through an actionable dashboard (long)

TiiS: Seven Metrics that Matter when Modeling Expert Sketching Ability

Natural Language & Speech

Vajra: Step-by-step programming with natural language (long)

Inferencing Underspecified Natural Language Utterances in Visual Analysis (long)

Empathic Dialogue System based on Emotions Extracted from Tweets (short)

Collaborative Interfaces II

^{Outstanding Paper Award} Personalized Explanations for Hybrid Recommender Systems (long)

TiiS: Evaluation and Refinement of Clustered Search Results with the Crowd

CoSummary: Adaptive Fast-Forwarding for Surgical Videos by Detecting Collaborative Scenes Using Hand Regions and Gaze Positions (long)

Big Data and Analytics

Atlas: Local Graph Exploration in a Global Context (long)

Flux Capacitors for JavaScript DeLoreans: Approximate Caching for Physics-based Data Interaction (long)

Avoiding Drill-down Fallacies with VisPilot: Assisted Exploration of Data Subsets (long)

Time

Full day

Half day