Program

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Sun, 3/29
Full-day Workshops, Tutorials, Student Consortium

8am
9am	Registration (coffee + light breakfast)
Coffee Break 10 - 10:30am	Workshops W1PATCH 2015 The 8th International Workshop on Personalized Access to Cultural Heritage Room: Inman W2IDGEI 2015 The 3rd International Workshop on Intelligent Digital Games for Empowerment and Inclusion Room: Dunwoody W3SmartObjects Fourth Workshop on Interacting with Smart Objects Room: Ravinia W4IUI TextVis 2015 The 4th Workshop on Visual Text Analytics Room: Piemont	Tutorials T3 User Affect and Sentiment Modeling Björn Schuller, University of Passau Room: Salon H	Student Consortium Free to attend. No registration needed! Room: Salon G Towards a Crowd-based Picture Schematization System Huaming Rao, Nanjing University of Science and Technology Visual Text Analytics for Asynchronous Online Conversations Enamul Hoque, University of British Columbia Real-Time Emotion Detection for Neuro-Adaptive Systems Kathrin Pollmann, University of Stuttgart Clinical Text Analysis Using Interactive Natural Language Processing Gaurav Trivedi, University of Pittsburgh Perceptive Home Energy Interfaces: Navigating the Dynamic Household Structure Germaine Irwin, University of Maryland Baltimore County On-Body Interaction for Optimized Accessibility David Costa, Universidade de Lisboa Assisting End Users in the Design of Sonification Systems KatieAnna E. Wolf, Princeton University Multimodal Interactive Machine Learning for User Understanding Xuan Guo, Rochester Institute of Technology A Revisit to The Identification of Contexts in Recommender Systems Yong Zheng, DePaul University AmbLEDs: Context-Aware I/O for AAL Systems Marcio Cunha, Pontifical Catholic University of Rio de Janeiro Know your Surroundings with an Interactive Map Sanorita Dey, University of Illinois at Urbana-Champaign Extended Virtual Presence of Therapists through Home Service Robots Hee-Tae Jung, University of Massachusetts Amherst
Lunch 12:30-1:30pm
Coffee Break 3 - 3:30pm
5:30pm

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Mon, 3/30
Conference, Reception, Posters & Demos

Room: Mercer Ballroom

7:30am	Registration (coffee + light breakfast)
8:30am	Welcome + Poster & Demo Madness
9am	Keynote: Prof. Dan Weld, University of Washington Intelligent Control of Crowdsourcing
10am	Coffee Break
10:30am	Paper Presentation M1 Education / Crowdsourcing / Social Session Chair: Ashok K. Goel Long Improving Inquiry-Driven Modeling in Science Education through Interaction with Intelligent Tutoring Agents David Joyner, Georgia Institute of Technology; Ashok Goel, Georgia Institute of Technology Long Automated Social Skills Trainer Hiroki Tanaka, Nara Institute of Science and Technology; Sakriani Sakti, Nara Institute of Science and Technology; Graham Neubig, Nara Institute of Science and Technology; Tomoki Toda, Nara Institute of Science and Technology; Hideki Negoro, Nara University of Education; Hidemi Iwasaka, Nara University of Education; Satoshi Nakamura, Nara Institute of Science and Technology Long Evaluating Subjective Accuracy in Time Series Pattern-Matching Using Human-Annotated Rankings Philipp Eichmann, Brown University; Emanuel Zgraggen, Brown University Long Cohort Comparison of Event Sequences with Balanced Integration of Visual Analytics and Statistics Sana Malik, University of Maryland; Fan Du, University of Maryland; Megan Monroe, University of Maryland; Eberechukwu Onukwugha, University of Maryland, Baltimore; Catherine Plaisant, Human Computer Interaction Lab, University of Maryland; Ben Shneiderman, University of Maryland Long Real-Time Community Question Answering: Exploring Content Recommendation and User Notification Strategies Qiaoling Liu, Emory University; Tomasz Jurczyk, Emory University; Jinho Choi, Emory University; Eugene Agichtein, Emory University Short Seeing the Big Picture from Microblogs: Harnessing Social Signals for Visual Event Summarization Jiejun Xu, HRL Laboratories; Tsai-Ching Lu, HRL Laboratories
12:20pm	Lunch (provided) Menu Room: Salon E & F
1:20pm	Paper Presentation M2 Multimodal / Touch / Gesture Session Chair: Tobias Grosse-Puppendahl Long BeyondTouch: Extending the Input Language with Built-in Sensors on Commodity Smartphones Cheng Zhang, Georgia Institute of Technology; Anhong Guo, Georgia Institute of Technology; Dingtian Zhang, Georgia Institute of Technology; Caleb Southern, Georgia Institute of Technology; Rosa Arriaga, Georgia Institute of Technology; Gregory Abowd, Georgia Institute of Technology Long Best Demo Hairware: The conscious use of unconscious auto-contact behaviors Katia Vega, Pontifical Catholic University of Rio de Janeiro; Marcio Cunha, Pontifical Catholic University of Rio de Janeiro; Hugo Fuks, Pontifical Catholic University of Rio de Janeiro Long Math Boxes: A Pen-Based User Interface for Writing Difficult Mathematical Expressions Eugene M. Taranta II, University of Central Florida; Joseph J. LaViola Jr., University of Central Florida Long Predicting Task Execution Time on Natural User Interfaces based on Touchless Hand Gestures Orlando Erazo, University of Chile; José A. Pino, University of Chile Short TouchML: A Machine Learning Toolkit for Modelling Spatial Touch Targeting Behaviour Daniel Buschek, University of Munich (LMU); Florian Alt, University of Munich (LMU) Short From one to many users and contexts: a classifier for hand and arm gestures David Costa, Universidade de Lisboa; Carlos Duarte, Universidade de Lisboa Short Spatio-Temporal Detection of Divided Attention in Reading Applications Using EEG and Eye Tracking Mathieu Rodrigue, University of California, Santa Barbara; Jungah Son, University of California, Santa Barbara; Barry Giesbrecht, University of California, Santa Barbara; Matthew Turk, University of California, Santa Barbara; Tobias Höllerer, University of California, Santa Barbara
3:10pm	Coffee Break
3:30pm	Paper Presentation M3 Interactive Machine Learning / Decision Making / Topic Modeling / Robotics Session Chair: Jeff Nichols Long Principles of Explanatory Debugging to Personalize Interactive Machine Learning Todd Kulesza, Oregon State University; Margaret Burnett, Oregon State University; Weng-Keen Wong, Oregon State University; Simone Stumpf, City University London Long Best Long Paper Binary Space Partitioning Layouts To Help Build Better Information Dashboards Patrick Hertzog, Nexthink S.A. Long Counteracting Serial Position Effects in the CHOICLA Group Decision Support Environment Martin Stettinger, Graz University of Technology; Alexander Felfernig, Graz University of Technology; Stefan Reiterer, Institute for Software Technology; Michael Jeran, Graz University of Technology; Gerhard Leitner, Institute for Informatics Systems Long Honorable Mention User-directed Non-Disruptive Topic Model Update for Effective Exploration of Dynamic Content Yi Yang, Northwestern University; Shimei Pan, UMBC; Yangqiu Song, University of Illinois at Urbana-Champaign; Jie Lu, IBM T.J. Watson Research Center; Mercan Topkara, JW Player Long ConVisIT: Interactive Topic Modeling for Exploring Asynchronous Online Conversations Enamul Hoque, University of British Columbia; Giuseppe Carenini, University of British Columbia Short Applying the CASSM framework to improving end user debugging of interactive machine learning Marco Gillies, Goldsmiths, University of London; Andrea Kleinsmith, University of Florida; Harry Brenton, Goldsmiths University Short Path Bending: Interactive Human-Robot Interfaces With Collision-Free Correction of User-Drawn Paths Jared Alan Frank, NYU Polytechnic School of Engineering; Vikram Kapila, NYU Polytechnic School of Engineering
5:30pm	Break. Poster & Demo Presenter Set-Up (6:15 - 6:30pm)
6:30pm	Poster + Demo + Networking Reception (food provided) Menu 16 posters, 9 demos
	Posters Poster 1 WallSHOP: Multiuser Interaction with Public Digital Signage using Mobile Devices for Personalized Shopping Soh Masuko, Rakuten, Inc.; Masafumi Muta, Rakuten, Inc.; Keiji Shinzato, Rakuten, Inc.; Adiyan Mujibiya, Rakuten Institute of Technology Poster 2 Towards Integrating Real-Time Crowd Advice with Reinforcement Learning Gabriel V de la Cruz, Washington State University; Bei Peng, Washington State University; Walter S Lasecki, University of Rochester; Matthew E Taylor, Washington State University Poster 3 A Task-Centered Interface for On-Line Collaboration in Science Felix Michel, University of Southern California; Yolanda Gil, University of Southern California; Varun Ratnakar, ISI; Matheus Hauder, Technical University Munich Poster 4 Intelligent Search for Biologically Inspired Design Evangelia Spiliopoulou, Georgia Institute of Technology; Spencer Rugaber, Georgia Institute of Technology; Ashok Goel, Georgia Institute of Technology; Lianghao‰Û¬ Chen, School of Interactive Computing / Georgia Institute of Technology; Bryan Wiltgen, Georgia Institute of Technology; Arvind Krishnaa Jagannathan, Georgia Institute of Technology Poster 5 Automatic Generation and Insertion of Assessment Items in Online Video Courses Amrith Krishna, Indian Institute of Technology Kharagpur; Plaban Bhowmick, Indian Institute of Technology Kharagpur; Archana Sahu, Indian Institute of Technology Kharagpur; Krishnendu Ghosh, Indian Institute of Technology Kharagpur; Subhayan Roy, Indian Institute of Technology Kharagpur Poster 6 Framework for Realizing a Free-Target Eye-tracking System Daiki Sakai, Kwansei Gakuin University; Michiya Yamamoto, Kwansei Gakuin University; Takashi Nagamatsu, Technical University of Munich Poster 7 Surveying Older Adults About a Recommender System for a Digital Library Adam N Maus, University of Wisconsin - Madison; Amy K Atwood, University of Wisconsin - Madison Poster 8 From "Overview" to "Detail": An Exploration of Contextual Transparency for Public Transparent Interfaces Heesun Kim, KIST; Bo Kyung Huh, KIST; Seung Hyen Im, Korea Institute of Science and Technology (KIST); Hae Youn Joung, Korea Institute of Science and Technology (KIST); Gyu Hyun Kwon, Korea Institute of Science and Technology; Ji-Hyung Park, Korea Institute of Science and Technology (KIST) Poster 9 USHER: An Intelligent Tour Companion Shubham Toshniwal, IBM Research; Parikshit Sharma, IBM Research; Saurabh Srivastava, IBM Research; Richa Sehgal, IBM SWG Poster 10 A Model for Data-Driven Sonification Using Soundscapes KatieAnna E. Wolf, Princeton University; Genna Gliner, princeton university; Rebecca Fiebrink, Goldsmiths, University of London Poster 11 OfficeHours: A System for Student Supervisor Matching through Reinforcement Learning Yuan Gao, University of Helsinki; Kalle Ilves, University of Helsinki; Dorota Glowacka, University of Helsinki Poster 12 VizRec:A Two-Stage Recommender System for Personalized Visualizations Belgin Mutlu, Know-Center GmbH; Eduardo Veas, Graz University of Technology; Christoph Trattner, Know-Center GmbH; Vedran Sabol, Know-Center GmbH Poster 14 Interactive Querying over Large Network Data: Scalability, Visualization, and Interaction Design Robert Pienta, Georgia Institute of Technology; Acar Tamersoy, Georgia Institute of Technology; Hanghang Tong, Arizona State University; Alex Endert, Georgia Institute of Technology; Duen Horng (Polo) Chau, Georgia Institute of Technology Poster 15 MuLES: An Open Source EEG Acquisition and Streaming Server for Quick and Simple Prototyping and Recording Raymundo Cassani, Intitut National de la Recherche Scientifique (INRS); Hubert Banville, Institut National de la Recherche Scientifique (INRS); Tiago H. Falk, University of Quebec Poster 16 Best Poster Mechanix: A Sketch-Based Educational Interface Trevor Nelligan, Texas A&M University; Seth Polsley, Texas A&M University; Jaideep Ray, Texas A&M University; Michael Helms, Georgia Institute of Technology; Julie Linsey, Georgia Institute of Technology; Tracy Hammond, Texas A&M University Poster 17 Data Privacy and Security Considerations for Personal Assistants for Learning (PAL) Elaine M Raybourn, Sandia National Labs; Nathan Fabian, Sandia National Labs; Warren Davis, Sandia National Labs; Raymond C. Parks, Sandia National Labs; Jonathan McClain, Sandia National Labs; Derek Trumbo, Sandia National Labs; Damon Regan, Advanced Distributed Learning; Paula Durlach, Advanced Distributed Learning Demos Demo 1 Human-Machine Cooperative Viewing System for Wide-angle Multi-view Videos Fumiharu Tomiyasu, Nagoya University; Kenji Mase, Nagoya University Demo 2 User-Interfaces for Incremental Recipient and Response Time Predictions in Asynchronous Messaging Connor Hamlet, University of North Carolina at Chapel Hill; Daniel Korn, University of North Carolina; Nikhil Prasad, University of North Carolina at Chapel Hill; Volodymyr Siedlecki, University of North Carolina at Chapel Hill; Eliezer Encarnacion, Citrix Systems, Inc; Jacob Bartel, University of North Carolina at Chapel Hill; Prasun Dewan, University of North Carolina at Chapel Hill Demo 3 MindMiner: Quantifying Entity Similarity via Interactive Distance Metric Learning Xiangmin Fan, University of Pittsburgh; Youming Liu, University of Pittsburgh; Nan Cao, IBM T.J. Watson Research Center; Jason Hong, Carnegie Mellon University; Jingtao Wang, University of Pittsburgh Demo 4 Robot companions and smartpens for improved social communication of dementia patients Alexander Prange, DFKI German Research Center for AI; Indra Praveen Sandrala, DFKI German Research Center for AI; Markus Weber, DFKI German Research Center for AI; Daniel Sonntag, DFKI German Research Center for AI Demo 5 An Interactive Pedestrian Environment Simulator for Cognitive Monitoring and Evaluation Jason Orlosky, DFKI German Research Center for AI; Markus Weber, DFKI German Research Center for AI; Yecheng Gu, German Research Center for Artificial Intelligence (DFKI); Daniel Sonntag, DFKI German Research Center for AI; Sergey Sosnovsky, German Research Center for Artificial Intelligence (DFKI) Demo 6 Hairware: Conductive Hair Extensions as a Capacitive Touch Input Device Katia Vega, Pontifical Catholic University of Rio de Janeiro; Marcio Cunha, Pontifical Catholic University of Rio de Janeiro; Hugo Fuks, Pontifical Catholic University of Rio de Janeiro Demo 7 Interactive Control and Visualization of Difficulty Inferences from User-Interface Commands Duri Long, University of North Carolina at Chapel Hill; Nicholas Dillon, University of North Carolina; Kun Wang, University of North Carolina; Jason Carter, Cisco Systems Inc; Prasun Dewan, University of North Carolina at Chapel Hill Demo 8 The News Context Project Larry Birnbaum, Northwestern University; Miriam Boon, Northwestern University; Scott Bradley, Northwestern University; Jennifer Wilson, Northwestern University Demo 9 Adaptive Gesture Recognition with Variations Estimation for Interactive Systems (TiiS) Baptiste Caramiaux, Nicola Montecchio, Atau Tanaka, Frédéric Bevilacqua
8:30pm

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Tue, 3/31
Conference & Banquet

Conference: Mercer Ballroom

Banquet: Overlook East

7:30am	Registration (coffee + light breakfast)
8:30am	Keynote: Dr. Ed Chi, Google Blurring of the Boundary Between Interactive Search and Recommendation
9:30am	Coffee Break
10am	Paper Presentation T1 Recommenders / Web / Robotics / Gesture Session Chair: Daniel Sonntag Long Unsupervised Modeling of Users' Interests from their Facebook Profiles and Activities Preeti Bhargava, University of Maryland; Oliver Brdiczka, Vectra Networks, Inc.; Michael Roberts, Palo Alto Research Center (PARC) Long Personalized Search: Reconsidering the Value of Open User Models Jae-wook Ahn, IBM T.J. Watson Research Center; Peter Brusilovsky, University of Pittsburgh; Shuguang Han, University of Pittsburgh Long Learning Higher-Order Interactions for User and Item Profiling Based on Tensor Factorization Xiaoyu Tang, Queensland University of Technology; Yue Xu, Queensland University of Technology; Shlomo Geva, Queensland University of Technology Long Exploring Personalized Command Recommendations based on Information Found in Web Documentation Md Adnan Alam Khan, university of manitoba; Andrea Bunt, University of Manitoba; Volodymyr Dziubak, University of Manitoba Long Minimal Interaction Search in Recommender Systems Branislav Kveton, Adobe; Shlomo Berkovsky, CSIRO Short Improving Controllability and Predictability of Interactive Recommendation Interfaces for Exploratory Search Antti Kangasrääsiö, Aalto University; Dorota Glowacka, University of Helsinki; Samuel Kaski, Aalto University TiiS A Stimulus-Response Framework for Robot Control (TiiS) Mario Gianni, Geert-Jan M. Kruijff, Fiora Pirri TiiS Exploring the Benefits of Context in 3D Gesture Recognition for Game-Based Virtual Environments (TiiS) Eugene M. Taranta, Thaddeus K. Simons, Rahul Sukthankar, Joseph J. LaViola TiiS Adaptive Gesture Recognition with Variations Estimation for Interactive Systems (TiiS) Baptiste Caramiaux, Nicola Montecchio, Atau Tanaka, Frédéric Bevilacqua
12:20pm	Lunch (provided) Menu
1:20pm	Paper Presentation T2 Personalization / Adaptation / Recommendation / Sentiment Session Chair: John O'Donovan Long Adaptive recommendation-based modeling support for data analysis workflows Dietmar Jannach, TU Dortmund; Michael Jugovac, TU Dortmund; Lukas Lerche, TU Dortmund Long Intelligent Computing in Personal Informatics: Key Design Considerations Fredrik Ohlin, Malmö University; Carl Magnus Olsson, Malmö University Long Aurigo: an Interactive Tour Planner for Personalized Itineraries Alexandre Yahi, Georgia Institute of Technology; Antoine Chassang, Georgia Institute of Technology; Louis Raynaud, Georgia Institute of Technology; Hugo Duthil, Georgia Institute of Technology; Duen Horng (Polo) Chau, Georgia Institute of Technology Long Rhema: A Real-Time In-Situ Intelligent Interface to Help People with Public Speaking M. Iftekhar Tanveer, University of Rochester; Emy Lin, University of Rochester; Mohammed Hoque, University of Rochester Short Managing Smartphone Interruptions through Adaptive Modes and Modulation of Notifications Hugo Lopez-Tovar, University College London; Andreas Charalambous, University College London; John Dowell, University College London Short IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search Salvatore Andolina, University of Helsinki; Khalil Klouche, University of Helsinki; Jaakko Peltonen, Aalto University; Mohammad Hoque, University of Helsinki; Tuukka Ruotsalo, Helsinki Institute for Information Technology HIIT, Aalto University; Diogo Cabral, University of Helsinki; Arto Klami, University of Helsinki; Dorota Glowacka, University of Helsinki; Patrik Floréen, University of Helsinki; Giulio Jacucci, University of Helsinki Short Building Image Sentiment Dataset with an Online Rating Game Chanhee Yoon, Konkuk University; KeumHee Kang, Konkuk University; Eun Yi Kim, Konkuk University
3:10pm	Coffee Break
3:30pm	Paper Presentation T3 Visualization / Video / Augmented Reality Session Chair: Chad A Steed Long Augmenting the Driver’s View with Peripheral Information on a Windshield Display Renate Haeuslschmid, IAV GmbH; Sven Osterwald, University of Munich (LMU); Marcus Lang, University of Munich (LMU); Andreas Butz, University of Munich (LMU) Long Attention Engagement and Cognitive State Analysis for Augmented Reality Text Display Functions Takumi Toyama, German Research Center for Artificial Intelligence (DFKI) GmbH; Jason Orlosky, Osaka University; Daniel Sonntag, DFKI German Research Center for AI; Kiyoshi Kiyokawa, Osaka University Long Content-driven Multi-modal Techniques for Non-linear Video Navigation Kuldeep Yadav, Xerox Research Centre, India; Kundan Shrivastava, Xerox Research Center; Mohana Prasad S, Xerox Research Center India; Harish Arsikere, Xerox Research Center India; Sonal Patil, Xerox Research Center India; Ranjeet Kumar, Xerox Research Center India; Om Deshmukh, Xerox Research Center India Long Getting the Message? A Study of Explanation Interfaces for Microblog Data Analysis James Schaffer, UC Santa Barbara; Prasanna Giridhar, UIUC; Debra Jones, SA Technologies Inc.; Tarek Abdelzaher, UIUC; Tobias Höllerer, University of California; John O'Donovan, University of California Long Prediction of Users’ Learning Curves for Adaptation while Using an Information Visualization Sebastien Lalle, University of British Columbia; Dereck Toker, University of British Columbia; Cristina Conati, University of British Columbia; Giuseppe Carenini, University of British Columbia Short Halo Content: Context-aware Viewspace Management for Non-invasive Augmented Reality Jason Orlosky, Osaka University; Takumi Toyama, German Research Center for Artificial Intelligence (DFKI) GmbH; Kiyoshi Kiyokawa, Osaka university; Daniel Sonntag, DFKI German Research Center for AI Short Emotar: Communicating Feelings through Video Sharing Tiffany C.K. Kwok, The Hong Kong Polytechnic University; Michael Xuelin Huang, Hong Kong Polytechnic University; W.C. Tam, Hong Kong Polytechnic University; Grace Ngai, Hong Kong Polytechnic University
5:30pm	Awards, Announcements & Town Hall Meeting
6pm	Banquet (Included in conference registration) Menu Room: Overlook East
8pm

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Wed, 4/1
Conference & Tutorials

Room: Mercer Ballroom

8am	Registration (coffee + light breakfast)
8:30am	Keynote: Prof. Rosalind Picard, MIT Media Lab Recognizing Stress, Engagement, and Positive Emotion
9:30am	Coffee Break
10am	Paper Presentation W1 Affect / Museum/Art-Installation Visit / Health Session Chair: M. Ehsan Hoque Long Honorable Mention Automatic Detection of Learning-Centered Affective States in the Wild Nigel Bosch, University of Notre Dame; Sidney D'Mello, University of Notre Dame; Ryan Baker, Teachers College, Columbia University; Jaclyn Ocumpaugh, Columbia University; Valerie Shute, Florida State University; Matthew Ventura, Florida State University; Lubin Wang, Florida State University; Weinan Zhao, Florida State University Long Exploring Peripheral Physiology as a Predictor of Perceived Relevance in Information Retrieval Oswald Barral, University of Helsinki; Manuel J.A. Eugster, Aalto University; Tuukka Ruotsalo, Helsinki Institute for Information Technology HIIT, Aalto University; Michiel Sovijärvi-Spapé, Aalto University; Ilkka Kosunen, University of Helsinki; Niklas Ravaja, University of Helsinki; Samuel Kaski, Aalto University; Giulio Jacucci, University of Helsinki Short Light-Bulb Moment? Towards adaptive presentation of feedback based on students' affective state Beate Grawemeyer, Birkbeck College, University of London; Wayne Holmes, Institute of Education; Sergio Gutierrez-Santos, Birkbeck College, University of London; Alice Hansen, Institute of Education; Katharina Loibl, Ruhr University Bochum; Manolis Mavrikis, Institute of Education TiiS Automatic Detection of Social Behavior of Museum Visitor Pairs (TiiS) Eyal Dim, Tsvi Kuflik TiiS The VideoMob Interactive Art Installation Connecting Strangers through Inclusive Digital Crowds (TiiS) Emily Grenader, Danilo Gasques Rodrigues, Fernando Nos, Nadir Weibel Long BayesHeart: A Probabilistic Approach for Robust, Low-Latency Heart Rate Monitoring on Camera Phones Xiangmin Fan, University of Pittsburgh; Jingtao Wang, University of Pittsburgh Long Mixed-Initiative Real-Time Topic Modeling & Visualization for Crisis Counseling Karthik Dinakar, Massachusetts Institute of Technology; Jackie Chen, MIT; Rosalind Picard, MIT Media Lab; Henry Lieberman, Massachusetts Insititute of Technology; Robert FIlbin, Crisis Text Line Short Best Short Paper Inferring Meal Eating Activities in Real World Settings from Ambient Sounds: A Feasibility Study Edison Thomaz, Georgia Institute of Technology; Cheng Zhang, Georgia Institute of Technology; Irfan Essa, Georgia Institute of Technology; Gregory Abowd, Georgia Institute of Technology Short Learning Therapy Strategies from Demonstration Using Latent Dirichlet Allocation Hee-Tae Jung, University of Massachusetts Amherst; Richard G Freedman, University of Massachusetts Amherst; Tammie Foster, Cooley Dickinson Hospital; Yu-Kyong Choe, University of Massachusetts; Shlomo Zilberstein, University of Massachusetts Amherst; Roderic A Grupen, University of Massachusetts
12:10pm	Closing Remarks and Announcements
12:30pm	Lunch (on your own)
1:30pm	T1 Speech-based interaction: myths, challenges, and opportunities Cosmin Munteanu, University of Toronto Mississauga Gerald Penn, University of Toronto Room: Piedmont T2 Personalization for behavior change Julita Vassileva, University of Saskatchewan Judith Masthoff, University of Aberdeen Room: Ravinia
3:00pm	Coffee Break
3:30pm	Tutorials (continues)
5:00pm