Presentations and Authors


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Track:
 

AI for Gerontechnology

Organizing Committee PDF
Diane J. Cook
Preface PDF
Diane J. Cook, Narayanan C. Krishnan, Parisa Rashidi, Marjorie Skubic, Alex Mihailidis
An Intelligent Nutritional Assessment System PDF
Yulia Eskin, Alex Mihailidis
Language Analysis of Speakers with Dementia of the Alzheimer’s Type PDF
Curry I. Guinn, Anthony Habash
Smart Home, The Next Generation: Closing the Gap between Users and Technology PDF
Amy Hwang, Jesse Hoey
Automated Fall Risk Assessment and Detection in the Home: A Preliminary Investigation PDF
Marilyn Rantz, Marjorie Skubic, Carmen Abbott, Youngju Pak, Erik E. Stone, Steven J. Miller
How Is Grandma Doing? Predicting Functional Health Status from Binary Ambient Sensor Data PDF
Saskia Robben, Gwenn Englebienne, Margriet Pol, Ben Kröse
An Ontological Representation Model to Tailor Ambient Assisted Interventions for Wandering PDF
Marcela Rodriguez, Rene Navarro, Jesus Favela, Jesse Hoey
An Automated Machine Learning Approach Applied to Robotic Stroke Rehabilitation PDF
Jasper Snoek, Babak Taati, Alex Mihailidis
An Intelligent Powered Wheelchair for Users with Dementia: Case Studies with NOAH (Navigation and Obstacle Avoidance Help) PDF
Pooja Viswanathan, James J. Little, Alan K. Mackworth, Alex Mihailidis
WIP: Designing Smart Systems to Support @Work Caregiver Needs PDF
Chadwick A. Wingrave, Meredeth Rowe, Steve Greenstein
Using Sensor Technology to Monitor Disruptive Behavior of Persons With Dementia PDF
Maria Yefimova, Diana Lynn Woods

Artificial Intelligence of Humor

Organizing Committee PDF
Victor Raskin
Preface: Artificial Intelligence of Humor — Computational Humor PDF
Victor Raskin, Julia M. Taylor
On the Identification of Humor Markers in Computer-Mediated Communication PDF
Audrey Claire Adams
Japanese Puns Are Not Necessarily Jokes PDF
Pawel Dybala, Rafal Rzepka, Kenji Araki, Kohichi Sayama
Formal Humor Logic Beyond Second-Most Plausible Reasoning PDF
Christian F. Hempelmann
Human Judgment on Humor Expressions in a Community-Based Question-Answering Service PDF
Masashi Inoue
Humor Recognition in Psychiatric Patients and Artificial Intelligence PDF
Alyona Ivanova
Hansel and Gretel for All Ages: A Template for Recurring Humor Dialog PDF
Faisal L. Kadri
Detecting Document Types, Plot Twists, and Humor PDF
Arun K. Majumdar, John F. Sowa
Pragmatically Computationally Difficult Pragmatics to Recognize Humour PDF
Lawrence J. Mazlack
Puns in Japanese Computer Mediated Communication: Observations from Misconversion Phenomena PDF
Yukiko Nishimura
On a Possible Generative Approach to Structurally Ambiguous Humor PDF
Dallin D. Oaks
A Spectrum of Linguistic Humor: Humor as Linguistic Design Space Construction Based on Meta-Linguistic Constraints PDF
Leo Obrst
Experimental Standards in Research on AI and Humor When Considering Psychology PDF
Tracey Platt, Jennifer Hofmann, Willibald Ruch, Radoslaw Niewiadomski, Jérôme Urbain
A Little Metatheory: Thought on What aTheory of Computational Humor Should Look Like PDF
Victor Raskin
Towards a New Structural Model of the Sense of Humor: Preliminary Findings PDF
Willibald F. Ruch
Modeling Social Emotions in Intelligent Agents Based on the Mental State Formalism PDF
Alexei V. Samsonovich
Computational Humor: Promises and Pitfalls PDF
John Charles Simon
Constructions for Joke Recognition PDF
Lauren M. Stuart
Do Jokes Have to Be Funny: Analysis of 50 “Theoretically Jokes” PDF
Julia Taylor
Decomposition and Distribution of Humorous Effect in Interactive Systems PDF
Alessandro Valitutti, Hannu Toivonen, Oskar Gross, Jukka M. Toivanen
Detecting and Generating Ironic Comparisons: An Application of Creative Information Retrieval PDF
Tony Veale

Discovery Informatics:

Organizers PDF
Yolanda Gil
Preface PDF
Will Bridewell, Yolanda Gil, Haym Hirsh, Kerstin Kleese van Dam, Karsten Steinhaeuser
Invited Talks PDF
Timothy W. Clark, William Cohen, Lawrence Hunter, Chris Lintott, Jude Shavlik
Discovery Informatics: AI Opportunities in Scientific Discovery PDF
Yolanda Gil, Haym Hirsh
On Causality Inference in Time Series PDF
Mohammad Taha Bahadori, Yan Liu
Capturing and Using Knowledge about the Use of Visualization Toolkits PDF
Nicholas Del Rio, Paulo Pinheiro da Silva
Discovering Protein Clusters PDF
Susan Epstein, Xingjian Li, Peter Valdez, Sofia Grayevsky, Eric Osisek, Xi Yun, Lei Xie
A Web-Based Environment for Explanatory Biological Modeling PDF
Pat Langley, Glen Hunt
Reasoning about Chemical Reactions Using the Situation Calculus PDF
Arman Masoumi, Mikhail Soutchanski
An Approach to Evaluate Scientist Support in Abstract Workflows and Provenance Traces PDF
Leonardo Salayandia, Ann Q. Gates, Paulo Pinheiro
Preliminary Meta-Analyses of Experimental Design with Examples from HIV Vaccine Protection Studies PDF
Marcelo Tallis, Drashti Dave, Gully APC Burns

Human Control of Bio-Inspired Swarms

Organizing Committee PDF
Michael Lewis
Preface PDF
Michael Lewis, Michael Goodrich, Katia Sycara, Paul Scerri, Mark Steinberg
Studying Direct and Indirect Human Influence on Consensus in Swarms PDF
Saman Amirpour Amraii, Nilanjan Chakraborty, Michael Lewis
Robotic Swarms as Solids, Liquids and Gasses PDF
Thomas B. Apker, Mitchell A. Potter
A Tactical Command Approach to Human Control of Vehicle Swarms PDF
Jacob Beal
Controlling Swarms of Unmanned Vehicles through User-Centered Commands PDF
Gilles Coppin, François Legras
Controllability Characterizations of Leader-Based Swarm Interactions PDF
Jean-Pierre de la Croix, Magnus Egerstedt
On Leadership and Influence in Human-Swarm Interaction PDF
Michael A. Goodrich, Sean Kerman, Shin-Young Jun
AntBeePath: A Hybrid Bio-Inspired Algorithm for Path Determination PDF
Joao Paulo Lamartin, Joberto Martins
Delegation Management Versus the Swarm: A Matchup with Two Winners PDF
Christopher Miller
Robotic Swarm Connectivity with Human Operation and Bandwidth Limitations PDF
Steven Nunnally, Phillip Waler, Andreas Kolling, Nilanjan Chakraborty, Michael Lewis, Katia Sycara
Team Oriented Plans and Robot Swarms PDF
Paul Scerri
Human-Inspired Techniques for Human-Machine Team Planning PDF
Julie Shah, Been Kim, Stefanos Nikolaidis
Apoptotic Stigmergic Agents for Real-Time Swarming Simulation PDF
H. Van Dyke Parunak, S. Hugh Brooks, Sven A. Brueckner, Ravi Gupta
Investigating Neglect Benevolence and Communication Latency During Human-Swarm Interaction PDF
Phillip Walker, Andreas Kolling, Steven Nunnally, Nilanjan Chakraborty, Michael Lewis, Katia Sycara

Information Retrieval and Knowledge Discovery in Biomedical Text

Organizers PDF
Lana Yeganova
Discovering Health Beliefs in Twitter PDF
Sanmitra Bhattacharya, Hung Tran, Padmini Srinivasan
An Inference Method for Disease Name Normalization PDF
Rezarta Islamaj Dogan, Zhiyong Lu
Automatic Formalization of Clinical Practice Guidelines PDF
Matthew Gerber, Donald Brown, James Harrison
Generating Interpretable Hypotheses Based on Syllogistic Patterns PDF
Takuya Hagimura, Kazuhiro Seki, Kuniaki Uehara
Integration of UMLS and MEDLINE in Unsupervised Word Sense Disambiguation PDF
Antonio Jimeno Yepes, Alan R. Aronson
Subgraph Matching-Based Literature Mining for Biomedical Relations and Events PDF
Haibin Liu, Vlado Keselj, Christian Blouin, Karin Verspoor
Experimenting with Drugs (and Topic Models): Multi-Dimensional Exploration of Recreational Drug Discussions PDF
Michael J. Paul, Mark Dredze
Notes about the OntoGene Pipeline PDF
Fabio Rinaldi, Simon Clematide, Gerold Schneider, Gintare Grigonyte
OCR-Based Image Features for Biomedical Image and Article Classification: Identifying Documents Relevant to Genomic Cis-Regulatory Elements PDF
Hagit Shatkay, Ramya Narayanaswamy, Santosh S. Nagaral, Na Harrington, Rohith MV, Gowri Somanath, Ryan Tarpine, Kyle Schutter, Tim Johnstone, Dorothea Blostein, Sorin Istrail, Chandra Kambhamettu
PROBE: Periodic Random Orbiter Algorithm for Machine Learning PDF
Larry Smith, Won Kim, W. John Wilbur
Collaborative Biomedical Information Retrieval PDF
Paul Thompson, Suzanne Thompson
Global and Local Approach of Part-of-Speech Tagging for Large Corpora PDF
Shi Yu, Robert Grossman, Andrey Rzhetsky
Towards Effective Representation of Clinical Documents for Search and Retrieval PDF
Anthony R. Davis, Michael Nossal, N. Stephen Ober
Term Evolution: Use of Biomedical Terminologies PDF
Gintare Grigonyte, Fabio Rinaldi, Martin Volk
Investigating Twitter as a Source for Studying Behavioral Responses to Epidemics PDF
Alex Lamb, Michael J. Paul, Mark Dredze
Malpractice and Malcontent: Analyzing Medical Complaints in Twitter PDF
Atul Nakhasi, Ralph Passarella, Sarah G. Bell, Michael J. Paul, Mark Dredze, Peter Pronovost
Towards Semantic Literature Based Discovery PDF
Judita Preiss, Mark Stevenson, M. Heidi McClure
Efficient Classification of Clinical Reports Utilizing Natural Language Processing PDF
Efsun Sarioglu, Kabir Yadav, Hyeong-Ah Choi
Semantic Role Labeling for Biological Transport PDF
He Tan, Srikanth Chowdari
BioASQ: A Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering PDF
George Tsatsaronis, Michael Schroeder, Georgios Paliouras, Yannis Almirantis, Ion Androutsopoulos, Eric Gaussier, Patrick Gallinari, Thierry Artieres, Michael R. Alvers, Matthias Zschunke, Axel-Cyrille Ngonga Ngomo
Multi-Tweet Summarization for Flu Outbreak Detection PDF
Brent Wenerstrom, Mehmed Kantardzic, Elaheh Arabmakki, Musa Hindi
Automatic Identification of Key Concepts in Large PubMed Retrievals PDF
Lana Yeganova, Vahan Grigoryan, Won Kim, W. John Wilbur

Machine Aggregation of Human Judgment

Organizing Committee and Preface PDF
Wei Sun
Improving Forecasting Accuracy Using Bayesian Network Decomposition in Prediction Markets PDF
Anamaria Berea, Daniel Maxwell, Charles Twardy
Selective Sampling of Labelers for Approximating the Crowd PDF
Seyda Ertekin, Haym Hirsh, Cynthia Rudin
Heuristics for Improving Forecast Aggregation PDF
Clifton Forlines, Sarah Miller, Srinivasamurthy Prakash, John Irvine
Judgement Swapping and Aggregation PDF
Aidan Lyon, Fiona Fidler, Mark Burgman
On the Complexity of Bribery and Manipulation in Tournaments with Uncertain Information PDF
Nicholas Scott Mattei, Judy Goldsmith, Andrew Klapper
Improving Predictions with Hybrid Markets PDF
Yiftach Nagar, Thomas W. Malone
The Good Judgment Project: A Large Scale Test of Different Methods of Combining Expert Predictions PDF
Lyle Ungar, Barbara Mellers, Ville Satopää, Philip Tetlock, Jon Baron
Cluster-Weighted Aggregation PDF
H. Van Dyke Parunak
Estimating Diversity among Forecaster Models PDF
H. Van Dyke Parunak, Elizabeth Downs
An Information-Theoretic Metric for Collective Human Judgment PDF
Tamsyn Peronel Waterhouse
Generalized Weighted Model Counting: An Efficient Monte-Carlo Meta-Algorithm PDF
Lirong Xia

Robots Learning Interactively from Human Teachers

Organizing Committee PDF
Cetin Mericli
Preface PDF
Cetin Mericli
Novel Interaction Strategies for Learning from Teleoperation PDF
Baris Akgun, Kaushik Subramanian, Andrea Lockerd Thomaz
Learned Partial Automation for Shared Control in Tele-Robotic Manipulation PDF
Sebastian Bodenstedt, Nicolas Padoy, Gregory Hager
Using Spatial Language to Guide and Instruct Robots in Household Environments PDF
Juan Fasola, Maja Mataric
Active Imitation Learning via Reduction to I.I.D. Active Learning PDF
Kshitij Judah, Alan Paul Fern, Thomas Glenn Dietterich
Training Wheels for the Robot: Learning from Demonstration Using Simulation PDF
Nathan Koenig, Maja Mataric'
Learning Grounded Language through Situated Interactive Instruction PDF
Shiwali Mohan, Aaron Mininger, James Kirk, John E. Laird
Learning to Select and Generalize Striking Movements in Robot Table Tennis PDF
Katharina Muelling, Jens Kober, Oliver Kroemer, Jan Peters
Between Instruction and Reward: Human-Prompted Switching PDF
Patrick M. Pilarski, Richard S. Sutton
Learning to Avoid Collisions PDF
Elizabeth Sklar, Simon Parsons, Susan L. Epstein, Arif Tuna Ozgelen, Juan Pablo Munoz, Farah Abbasi, Eric Schneider, Michael Costantino
Using Causal Models for Learning from Demonstration PDF
Halit Bener Suay, Joseph Beck, Sonia Chernova
Learning via Human Feedback in Continuous State and Action Spaces PDF
Vien Anh Ngo, Wolfgang Ertel

Social Networks and Social Contagion

Organizing Committee PDF
Samarth Swarup
Preface PDF
Samarth Swarup
Block Modeling in Large Social Networks with Many Clusters PDF
Shawn Biesan, Adam Anthony, Marie desJardins
Applied Actant-Network Theory: Toward the Automated Detection of Technoscientific Emergence from Full-Text Publications and Patents PDF
David C. Brock, Olga Babko-Malaya, James Pustejovsky, Patrick Thomas, Sean Stromsten, Fotis Barlos
The Evolution of Heterogeneous Naming Conventions PDF
Giorgio Gosti
Learning and Detecting Patterns in Multi-Attributed Network Data PDF
Georgiy Levchuk, Jennifer Roberts, Jared Freeman
Effects of Network Structure on Costly Coordination PDF
Mathew D. McCubbins, Nicholas Weller
Security Games on Social Networks PDF
Thanh Hong Nguyen, Jason Tsai, Albert Xin Jiang, Emma Bowring, Rajiv Maheswaran, Milind Tambe
Modeling the Effects of Transient Populations on Epidemics PDF
Nidhi Kiranbhai Parikh, Sushrut Shirole, Samarth Swarup
Location-Based Social Network Users Through a Lense: Examining Temporal User Patterns PDF
Konstantinos Pelechrinis, Prashant Krishnamurthy
Analysis of Heuristic Techniques for Controlling Contagion PDF
Jason Tsai, Nicholas Weller, Milind Tambe
Optimized Influence Targeting for Adoption in Social Networks PDF
Rudolph Louis Mappus, Erica Briscoe, Clayton Hutto