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ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on New Directions in Eye Gaze for Interactive Intelligent Systems (Part 2 of 2), Regular Articles and Special Issue on Highlights of IUI 2015 (Part 1 of 2), Volume 6 Issue 1, May 2016



Section: Special Issue on New Directions in Eye Gaze for Interactive Intelligent Systems (Part 2 of 2)

Introduction to the Special Issue on New Directions in Eye Gaze for Interactive Intelligent Systems
Yukiko I. Nakano, Roman Bednarik, Hung-Hsuan Huang, Kristiina Jokinen
Article No.: 1
DOI: 10.1145/2893485

Eye gaze has been used broadly in interactive intelligent systems. The research area has grown in recent years to cover emerging topics that go beyond the traditional focus on interaction between a single user and an interactive system. This...

See You See Me: The Role of Eye Contact in Multimodal Human-Robot Interaction
Tian (Linger) Xu, Hui Zhang, Chen Yu
Article No.: 2
DOI: 10.1145/2882970

We focus on a fundamental looking behavior in human-robot interactions—gazing at each other's face. Eye contact and mutual gaze between two social partners are critical in smooth human-human interactions. Therefore, investigating at what...

A Gaze-Contingent Adaptive Virtual Reality Driving Environment for Intervention in Individuals with Autism Spectrum Disorders
Joshua Wade, Lian Zhang, Dayi Bian, Jing Fan, Amy Swanson, Amy Weitlauf, Medha Sarkar, Zachary Warren, Nilanjan Sarkar
Article No.: 3
DOI: 10.1145/2892636

In addition to social and behavioral deficits, individuals with Autism Spectrum Disorder (ASD) often struggle to develop the adaptive skills necessary to achieve independence. Driving intervention in individuals with ASD is a growing area of...

Prediction of Who Will Be the Next Speaker and When Using Gaze Behavior in Multiparty Meetings
Ryo Ishii, Kazuhiro Otsuka, Shiro Kumano, Junji Yamato
Article No.: 4
DOI: 10.1145/2757284

In multiparty meetings, participants need to predict the end of the speaker’s utterance and who will start speaking next, as well as consider a strategy for good timing to speak next. Gaze behavior plays an important role in smooth...

Section: Special Issue on New Directions in Eye Gaze for Interactive Intelligent Systems (Part 2 of 2)

Automatic Classification of Leading Interactions in a String Quartet
Floriane Dardard, Giorgio Gnecco, Donald Glowinski
Article No.: 5
DOI: 10.1145/2818739

The aim of the present work is to analyze automatically the leading interactions between the musicians of a string quartet, using machine-learning techniques applied to nonverbal features of the musicians’ behavior, which are detected...

Adaptive Body Gesture Representation for Automatic Emotion Recognition
Stefano Piana, Alessandra Staglianò, Francesca Odone, Antonio Camurri
Article No.: 6
DOI: 10.1145/2818740

We present a computational model and a system for the automated recognition of emotions starting from full-body movement. Three-dimensional motion data of full-body movements are obtained either from professional optical motion-capture systems...

Section: Special Issue on New Directions in Eye Gaze for Interactive Intelligent Systems (Part 2 of 2)

Interactive Topic Modeling for Exploring Asynchronous Online Conversations: Design and Evaluation of ConVisIT
Enamul Hoque, Giuseppe Carenini
Article No.: 7
DOI: 10.1145/2854158

Since the mid-2000s, there has been exponential growth of asynchronous online conversations, thanks to the rise of social media. Analyzing and gaining insights from such conversations can be quite challenging for a user, especially when the...

Supporting the Design of Machine Learning Workflows with a Recommendation System
Dietmar Jannach, Michael Jugovac, Lukas Lerche
Article No.: 8
DOI: 10.1145/2852082

Machine learning and data analytics tasks in practice require several consecutive processing steps. RapidMiner is a widely used software tool for the development and execution of such analytics workflows. Unlike many other algorithm toolkits, it...

High-Volume Hypothesis Testing: Systematic Exploration of Event Sequence Comparisons
Sana Malik, Ben Shneiderman, Fan Du, Catherine Plaisant, Margret Bjarnadottir
Article No.: 9
DOI: 10.1145/2890478

Cohort comparison studies have traditionally been hypothesis driven and conducted in carefully controlled environments (such as clinical trials). Given two groups of event sequence data, researchers test a single hypothesis (e.g., does the group...