IUI 2019
| title | author | length |
|---|---|---|
| Evaluating narrative-driven movie recommendations on Reddit | Lukas Eberhard, Simon Walk, Lisa Posch, Denis Helic | 19m |
A dataset of 1,480 Reddit submissions is crowdsourced and released, five recommenders are implemented (item-based CF, matrix factorization, TF-IDF, doc2vec… | ||
| I can do better than your AI: expertise and explanations | James Schaffer, John O'Donovan, James Michaelis, Adrienne Raglin, Tobias Höllerer | 23m |
An experiment at UCSB conducts a quantitative study N=529 using an abstract trust game (the diner's dilemma) with a “dining guru” assistant that varies… | ||
| Automated rationale generation: a technique for explainable AI and its effects on human perceptions | Upol Ehsan, Pradyumna Tambwekar, Larry Chan, Brent Harrison, Mark O Riedl | 22m |
Engineers build a Frogger environment, collect a think‑aloud corpus with automated speech‑to‑text and real‑time edits, train a sequence-to-sequence neural… | ||
| What can AI do for me?: evaluating machine learning interpretations in cooperative play | Shi Feng, Jordan Boyd-Graber | 20m |
Evaluates whether model explanations actually improve human decisions by pairing Quizbowl players with Quanta, an elastic‑search QA model, and measuring… | ||
| The effects of example-based explanations in a machine learning interface | Carrie J. Cai, Jonas Jongejan, Jess Holbrook | 14m |
A 2x2 randomized deployment to 1,150 QuickDraw users compares normative explanations (random samples from the true class) and comparative explanations… | ||
| Explainability scenarios: towards scenario-based XAI design | Christine T. Wolf | 11m |
Introduces explainability scenarios as a concrete design artifact and applies it to an AI activity‑monitoring system for aging‑in‑place that trains on an… | ||
| Analyzing user's task-driven interaction in mixed reality | Styliani Kleanthous, Elena Matsi | 15m |
Study uses Microsoft HoloLens running a modified Galaxy Explorer to log gaze, gestures and speech from 31 novices. Participants take the paper GEFT; scores… | ||
| S(C)ENTINEL: monitoring automated vehicles with olfactory reliability displays | Philipp Wintersberger, Dmitrijs Dmitrenko, Clemens Schartmüller, Anna-Katharina Frison, Emanuela Maggioni, Marianna Obrist, Andreas Riener | 21m |
A prototype olfactory reliability display is built and attached to a simulator car and tested with N=25 in a high-fidelity driving simulator comparing three… | ||
| Digital survivor of sexual assault | Ron Artstein, David Traum, Carla Gordon, Usman Sohail, Chirag Merchant, Andrew Jones, Julia Campbell, Matthew Trimmer, Jeffrey Bevington, COL Christopher Engen | 22m |
A deployed training system lets trainees conduct simulated conversations with a recorded survivor using a pipeline of Google speech recognition → NPC Editor… | ||
| Who should be my teammates: using a conversational agent to understand individuals and help teaming | Ziang Xiao, Michelle X. Zhou, Wat-Tat Fu | 18m |
An agent named INDIGO on Juji conducts text interviews twice in a semester with 184 students, 40 teams, collecting free-text answers and automatically… | ||
| What data should I protect?: recommender and planning support for data security analysts | Tianyi Li, Gregorio Convertino, Ranjeet Kumar Tayi, Shima Kazerooni | 17m |
An intelligent UI recommends which datasets to protect, simulates future risk values and estimated protection costs, and supports iterative plan building with… | ||
| Improving take-over quality in automated driving by interrupting non-driving tasks | Thomas Köhn, Matthias Gottlieb, Michael Schermann, Helmut Krcmar | 17m |
A simulator study with 53 participants using a Mercedes-Benz cockpit and a 9-inch IVIS tablet compares two secondary tasks — watching movies and the Little Man… | ||
| Why do you like to drive automated?: a context-dependent analysis of highly automated driving to ... | Anna-Katharina Frison, Philipp Wintersberger, Tianjia Liu, Andreas Riener | 22m |
A qualitative simulator study (N=30) uses IPG CarMaker to run three-minute ride scenarios varying road type (rural/urban/highway) and traffic volume… | ||
| An intelligent assistant for mediation analysis in visual analytics | Chi-Hsien Yen, Yu-Chun Yen, Wai-Tat Fu | 09m |
A visual analytics prototype that runs automatic regression tests behind the scenes recommends three-variable plots, draws green arrows or flat bars as visual… | ||
| MyoSign: enabling end-to-end sign language recognition with wearables | Qian Zhang, Dong Wang, Run Zhao, Yinggang Yu | 16m |
A wearable system captures inertial and muscle signals from a Myo armband (three IMU axes plus 8 EMG channels) and feeds a multimodal CNN into a bidirectional… | ||
| Decision making strategies differ in the presence of collaborative explanations: two conjoint ... | Ludovik Coba, Laurens Rook, Markus Zanker, Panagiotis Symeonidis | 18m |
Two conjoint experiments plus an eye-tracking follow-up test how rating summaries change choices: conjoint experiments, eye-tracking, multinomial logit… | ||
| Assessing public perception of self-driving cars: the autonomous vehicle acceptance model | Charlie Hewitt, Ioannis Politis, Theocharis Amanatidis, Advait Sarkar | 19m |
Introduces the Autonomous Vehicle Acceptance Model and a 26-item questionnaire tested on Amazon Mechanical Turk with a n=54 pilot n=187 follow-up US sample and… | ||
| Scene text access: a comparison of mobile OCR modalities for blind users | Leo Neat, Ren Peng, Siyang Qin, Roberto Manduchi | 20m |
Study compares three mobile OCR workflows with seven blind participants: SeeingAI Short Text (live OCR, fails while camera moves), Spot+OCR (server-based FCN… | ||
| Induction of an active attitude by short speech reaction time toward interaction for ... | Yoshimasa Ohmoto, So Kumano, Toyoaki Nishida | 13m |
Experiment tests whether agent timing changes user engagement by comparing no-SRT vs 2s-SRT agents in a trip-planning task where two agents (neutral and… | ||
| Discovering natural language commands in multimodal interfaces | Arjun Srinivasan, Mira Dontcheva, Eytan Adar, Seth Walker | 22m |
A framework generates, ranks and parameterizes natural‑language command examples and ships in a prototype touch+speech image editor that shows suggestions as… | ||
| Explaining models: an empirical study of how explanations impact fairness judgment | Jonathan Dodge, Q. Vera Liao, Yunfeng Zhang, Rachel K. E. Bellamy, Casey Dugan | 17m |
Study builds two logistic classifiers from Broward County data (raw and debiased via a preprocessing step), generates ~1,000 programmatic textual explanations… | ||
| BigBlueBot: teaching strategies for successful human-agent interactions | Justin D. Weisz, Mohit Jain, Narendra Nath Joshi, James M. Johnson, Ingrid Lange | 19m |
A web experience called BeTheBot/BigBlueBot teaches people to simplify queries and recover from breakdowns by making them play two roles in scripted banking… | ||
| Learning to assess the quality of stroke rehabilitation exercises | Min Hun Lee, Daniel P. Siewiorek, Asim Smailagic, Alexandre Bernadino, Sergi Bermúdez i Badia | 17m |
An automated system uses a Kinect sensor to record 16 joints and extracts kinematic features for range of motion, smoothness, and compensations, summarizes… | ||
| Guided play: digital sensing and coaching for stereotypical play behavior in children with autism | Cong Chen, Ajay Chander, Kanji Uchino | 17m |
A prototype system uses an iPad building-blocks app with background outlines, turn-taking prompts and graded rewards to sense play, model constructions as… | ||
| Exemplar based experience transfer | Paridhi Maheshwari, Nitish Bansal, Surya Dwivedi, Rohan Kumar, Pranav Manerikar, Balaji Vasan Srinivasan | 22m |
System extracts banner templates with a pixel-level fully convolutional neural network segmentation plus a neighborhood search to form rectangular blocks… | ||
| SAM: a modular framework for self-adapting web menus | Camille Gobert, Kashyap Todi, Gilles Bailly, Antti Oulasvirta | 17m |
SAM is a JavaScript/CSS framework that makes real webpages self-adapting by logging interactions (clicks, page-visit durations, cursor movement) locally and… | ||
| Walking with adaptive augmented reality workspaces: design and usage patterns | Wallace S. Lages, Doug A. Bowman | 16m |
Prototype AR workspace implements 18 adaptation behaviors and evaluates four (position, rotation, surface, auto-centering) on a HoloLens-like device with 14… | ||
| Towards rapid interactive machine learning: evaluating tradeoffs of classification without ... | Dustin L Arendt, Emily Saldanha, Ryan Wesslen, Svitlana Volkova, Wenwen Dou | 20m |
A web-based tool called CHISSL implements a representation-free O(n) classifier built from a hierarchical clustering parent-pointer array to incrementally… | ||
| Peripheral vision: a new killer app for smart glasses | Isha Chaturvedi, Farshid Hassani Bijarbooneh, Tristan Braud, Pan Hui | 20m |
A software mobile peripheral vision model places simple colored, moving cues in the near- to mid-periphery of head-mounted displays and maps blue/red/green… | ||
| Investigating the feasibility of finger identification on capacitive touchscreens using deep ... | Huy Viet Le, Sven Mayer, Niels Henze | 16m |
Study collects a representative dataset of 455,709 capacitive images from a Nexus 5 (27×15 pixel touch maps), trains CNNs on raw pixels and achieves a… | ||
| Towards human-guided machine learning | Yolanda Gil, James Honaker, Shikhar Gupta, Yibo Ma, Vito D'Orazio, Daniel Garijo, Shruti Gadewar, Qifan Yang, Neda Jahanshad | 20m |
A system called P4ML is integrated with a UI to provide a baseline P4ML integrated with a UI that returns ranked pipelines and ensembles while exposing data… | ||
| A Classification Model for Sensing Human Trust in Machines Using EEG and GSR | Kumar Akash, Wan-Lin Hu, Neera Jain, Tahira Reid | 22m |
A real-time classifier-based trust sensor uses EEG and GSR to predict human trust during a driving-obstacle simulation, trained on behavioral labels from 523… | ||
| Where can my career take me?: harnessing dialogue for interactive career goal recommendations | Oznur Alkan, Elizabeth M. Daly, Adi Botea, Abel N. Valente, Pablo Pedemonte | 16m |
An interactive career recommender is built as a chatbot that extracts maximal sequential patterns from job-transition networks, scores candidate jobs by… | ||
| The effect of explanations and algorithmic accuracy on visual recommender systems of artistic images | Vicente Dominguez, Pablo Messina, Ivania Donoso-Guzmán, Denis Parra | 26m |
Study tests a visual recommender built on UGallery item data that ranks by cosine similarity using either AlexNet fc6 4096-d vector (DNN) or 7-dim… | ||
| Vulnerable to misinformation?: Verifi! | Alireza Karduni, Isaac Cho, Ryan Wesslen, Sashank Santhanam, Svitlana Volkova, Dustin L Arendt, Samira Shaikh, Wenwen Dou | 20m |
Verifi2 visual analytics system exposes concrete signals that separate trustworthy and suspicious news: it ingests over 1 million tweets from 285 labeled… | ||
| PATI: a projection-based augmented table-top interface for robot programming | Yuxiang Gao, Chien-Ming Huang | 13m |
A projection-based tabletop interface called PATI lets users specify pick-and-place tasks by drawing shapes and arrows with common gestures and shape tools and… | ||
| A Human-in-the-Loop System for Sound Event Detection and Annotation | Bongjun Kim, Bryan Pardo | 21m |
A human-in-the-loop system splits long audio into fixed-length segments matching an example, extracts features (handcrafted or embeddings), ranks segments by… | ||
| ShopEye: fusing RFID and smartwatch for multi-relation excavation in physical stores | Qian Zhang, Dong Wang, Run Zhao, Yufeng Deng, Yinggang Yu | 15m |
A hybrid system called ShopEye fuses shelf RFID reads with smartwatch inertial data to infer user-item pairing by mapping signals to a binary motion alphabet… | ||
| Supporting job mediator and job seeker through an actionable dashboard | Sven Charleer, Francisco Gutiérrez, Katrien Verbert | 18m |
A prototype dashboard surfaces a recommender’s prediction (probability of finding work within 120 days from a 700,000+‑user model) and gives mediators… | ||
| Explaining recommendations in an interactive hybrid social recommender | Chun-Hua Tsai, Peter Brusilovsky | 12m |
An interactive hybrid social recommender is built with a Relevance Tuner interface and a version with Relevance Tuner Plus that adds explanation icons showing… | ||
| Photo sleuth: combining human expertise and face recognition to identify historical portraits | Vikram Mohanty, David Thames, Sneha Mehta, Kurt Luther | 26m |
A web platform called Photo Sleuth combines crowdsourced expertise and automated face recognition to identify American Civil War portraits. It seeds the… | ||
| Background perception and comprehension of symbols conveyed through vibrotactile wearable displays | Granit Luzhnica, Eduardo Veas | 24m |
Study claims background vibrotactile symbols are readable without harming a concurrent visual search: an Arduino-driven seven-channel glove with 3.4 mm… | ||
| When people and algorithms meet: user-reported problems in intelligent everyday applications | Malin Eiband, Sarah Theres Völkel, Daniel Buschek, Sophia Cook, Heinrich Hussmann | 21m |
Analysis of 35,448 reviews from Facebook, Netflix and Google Maps uses topic modelling and Google Cloud Natural Language API sentiment scoring, yielding… | ||
| Piano Genie | Chris Donahue, Ian Simon, Sander Dieleman | 17m |
Piano Genie maps an 88-key piano to an eight-button controller by training a recurrent neural network autoencoder with a discrete bottleneck: an encoder learns… | ||
| StoryPrint: an interactive visualization of stories | Katie Watson, Samuel S. Sohn, Sasha Schriber, Markus Gross, Carlos Manuel Muniz, Mubbasir Kapadia | 17m |
An interactive tool parses screenplays into settings, characters and dialogue, renders concentric rings on a circular time axis with inner ring colors for… | ||
| Assisting group activity analysis through hand detection and identification in multiple ... | Nathawan Charoenkulvanich, Rie Kamikubo, Ryo Yonetani, Yoichi Sato | 14m |
A multiple egocentric video browser surfaces frames labeled by hand-mask detection via ELAN network into parallel timelines and three concrete hand-based… | ||
| Paralinguistic recommendations for affective word clouds | Tugba Kulahcioglu, Gerard de Melo | 12m |
Paper induces font-affect scores for eight affects using the O'Donovan font ratings and Bartram color palettes, runs three Amazon Mechanical Turk studies with… | ||
| Atlas: local graph exploration in a global context | James Abello, Fred Hohman, Varun Bezzam, Duen Horng Chau | 19m |
Atlas decomposes million‑edge graphs into explorable layers using a scalable edge decomposition that labels every edge with a peel value; a 117M‑edge graph… | ||
| Personalized explanations for hybrid recommender systems | Pigi Kouki, James Schaffer, Jay Pujara, John O'Donovan, Lise Getoor | 22m |
System extends HyPER and uses Probabilistic Soft Logic to translate grounded logical rules into real-time hybrid explanations for Last.fm items; crawlers take… | ||
| Explainable modeling of annotations in crowdsourcing | An T. Nguyen, Matthew Lease, Byron C. Wallace | 18m |
A joint aggregation and clustering probabilistic model is built (Dawid and Skene style aggregation + hidden‐variable mixture clustering) and learned with EM… | ||
| Popup: reconstructing 3D video using particle filtering to aggregate crowd responses | Jean Y. Song, Stephan J. Lemmer, Michael Xieyang Liu, Shiyan Yan, Juho Kim, Jason J. Corso, Walter S. Lasecki | 20m |
A pipeline reconstructs 3D vehicle position and orientation from 2D video by collecting crowd-drawn dimension lines and aggregating them across frames with… | ||
| Avoiding drill-down fallacies with VisPilot: assisted exploration of data subsets | Doris Jung-Lin Lee, Himel Dev, Huizi Hu, Hazem Elmeleegy, Aditya Parameswaran | 17m |
VisPilot is an interactive recommendation system that automatically picks k=10 visualizations using a proven approximation algorithm to maximize a min-max… | ||
| The Effect of Culture on Trust in Automation: Reliability and Workload | Shih-Yi Chien, Michael Lewis, Katia Sycara, Jyi-Shane Liu, Asiye Kumru | 22m |
A three-country experiment builds a simulator and a target-detection tool called Target Finder and tests 80% vs 20% reliability and two workload speeds with a… | ||
| Flux capacitors for JavaScript deloreans: approximate caching for physics-based data interaction | Meraj Ahmed Khan, Arnab Nandi | 20m |
Flux Capacitor is a JavaScript middleware that adds a client-side R-tree cache and motion analyzer to prefetch and approximate backend results for UI widgets… | ||
| Empathic dialogue system based on emotions extracted from tweets | Shunichi Tahara, Kazushi Ikeda, Keiichiro Hoashi | 15m |
System that pulls news headlines and related Tweets then classifies Tweets and utterances into positive negative neutral and picks a Tweet whose emotion… | ||
| A Review of User Interface Design for Interactive Machine Learning | John J. Dudley, Per Ola Kristensson | 21m |
This is a literature review that synthesizes past IML work into a usable design framework rather than reporting a new system. It proposes a structural and… | ||
| ImWeb: cross-platform immersive web browsing for online 3D neuron database exploration | Willis Fulmer, Tahir Mahmood, Zhongyu Li, Shaoting Zhang, Jian Huang, Aidong Lu | 23m |
ImWeb is a cross-platform system that links a web front end to AR visualizations (using HoloLens) to explore an online 3D neuron database (neuromorpho.org). It… | ||
| Evaluation and Refinement of Clustered Search Results with the Crowd | Amy X. Zhang, Jilin Chen, Wei Chai, Jinjun Xu, Lichan Hong, Ed CHI | 22m |
A crowd-powered workflow called Refinery workflow evaluates and refines clustered search results for 120 Google Play queries by generating clusters from four… | ||
| A Visual Approach for Interactive Keyterm-Based Clustering | Seyednaser Nourashrafeddin, Ehsan Sherkat, Rosane Minghim, Evangelos E. Milios | 21m |
A term-first clustering algorithm (LDC) is implemented and exposed via the Vis-KT dashboard with cluster, term-cloud, graph and parallel-coordinate views… | ||
| It’s Not Just about Accuracy: Metrics That Matter When Modeling Expert Sketching Ability | Tracy Hammond, Shalini Priya Ashok Kumar, Matthew Runyon, Josh Cherian, Blake Williford, Swarna Keshavabhotla, Stephanie Valentine, Wayne Li, Julie Linsey | 20m |
A web‑based tutoring system called Sketchitivity collects stylus XY‑time data, resamples and segments strokes with ShortStraw, and uses 24 features (accuracy… | ||
| Rasch-based tailored goals for nutrition assistance systems | Hanna Schäfer, Martijn C. Willemsen | 18m |
Mobile app compares two goal-setting strategies over a 12-day study (original N=51 vs adapted N=47 after screening from ~300): one set recommends the six most… | ||
| Smell Pittsburgh: community-empowered mobile smell reporting system | Yen-Chia Hsu, Jennifer Cross, Paul Dille, Michael Tasota, Beatrice Dias, Randy Sargent, Ting-Hao (Kenneth) Huang, Illah Nourbakhsh | 18m |
Smell Pittsburgh is a mobile app plus public map that collects GPS locations and user smell ratings, sending reports to the health department and visualizing… | ||
| To explain or not to explain: the effects of personal characteristics when explaining music ... | Martijn Millecamp, Nyi Nyi Htun, Cristina Conati, Katrien Verbert | 19m |
A web music recommender with six tweakable attributes and optional bar-chart explanations runs a within-subject MTurk study (71 valid users, 20 pilot)… | ||
| The role of user differences in customization: a case study in personalization for infovis-based ... | Sébastien Lallé, Cristina Conati | 22m |
Study evaluates a customization toggle in the deployed MetroQuest civic-transport interface using a Tobii eye tracker and 46 local participants, finding 15 of… | ||
| Effects of the source of advice and decision task on decisions to request expert advice | Robin M. Richter, Maria Jose Valladares, Steven C. Sutherland | 16m |
A lab builds a Search & Rescue video game (four versions: lives vs oil, drone vs human advice) that generates advice with a 80% accuracy rule via a… | ||
| Inferencing underspecified natural language utterances in visual analysis | Vidya Setlur, Melanie K Tory, Alex Djalali | 24m |
System introduces an intermediate language called ArkLang to map underspecified utterances into VizQL, uses syntactic/semantic constraints, heuristics and a… | ||
| Progressive disclosure: empirically motivated approaches to designing effective transparency | Aaron Springer, Steve Whittaker | 19m |
Two user studies test how transparency actually affects a simple emotion-prediction tool: a unigram linear regression model (trained on EmotiCal text) with MAE… | ||
| Does emotion influence the use of auto-suggest during smartphone typing? | Surjya Ghosh, Kaustubh Hiware, Niloy Ganguly, Bivas Mitra, Pradipta De | 17m |
Built an Android keyboard logging app and runs a three-week in-the-wild study with ~20 installs, 13 users, ~3,000 typing sessions; labels sessions as accepted… | ||
| Vajra: step-by-step programming with natural language | Viktor Schlegel, Benedikt Lang, Siegfried Handschuh, André Freitas | 22m |
Vajra converts short natural-language commands into runnable Python by extracting semantic roles with off‑the‑shelf parsers, generating API-aware candidate… | ||
| Prediction of music pairwise preferences from facial expressions | Marko Tkalčič, Nima Maleki, Matevž Pesek, Mehdi Elahi, Francesco Ricci, Matija Marolt | 23m |
Predicts pairwise music preferences from webcam-recorded facial expressions using an Affectiva-like API that returns high- and low-level signals, trains Random… | ||
| Towards a generalizable method for detecting fluid intake with wrist-mounted sensors and ... | Keum San Chun, Ashley B. Sanders, Rebecca Adaimi, Necole Streeper, David E. Conroy, Edison Thomaz | 13m |
A method detects fluid intake from wrist accelerometer traces by expanding variable-length windows around local peaks rather than using fixed windows… | ||
| Visualizing authorship and contribution of collaborative writing in e-learning environments | Johnny Torres, Sixto García, Enrique Peláez | 13m |
A system reconstructs versioned documents via a Wikipedia-style revision model, attributes tokens to authors, and combines quantitative counts with semantic… | ||
| nothing matches | ||