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Introduction to the Special Issue on Big Personal Data in Interactive Intelligent Systems

This brief introduction begins with an overview of the types of research that are relevant to the special issue on Big Personal Data in Interactive... (more)

Discovering User Behavioral Features to Enhance Information Search on Big Data

Due to the emerging Big Data paradigm, driven by the increasing availability of intelligent services easily accessible by a large number of users... (more)

Making Machine-Learning Applications for Time-Series Sensor Data Graphical and Interactive

The recent profusion of sensors has given consumers and researchers the ability to collect significant amounts of data. However, understanding sensor... (more)

Have You Lost the Thread? Discovering Ongoing Conversations in Scattered Dialog Blocks

Finding threads in textual dialogs is emerging as a need to better organize stored knowledge. We capture this need by introducing the novel task of... (more)

NEWS

Most Recent News

  • Call for papers: TiiS special issue on Trust and Influence in Intelligent Human-Machine Interaction. Submission deadline: Nov. 30th, 2016.
  • Call for papers: TiiS special issue on Human-Centered Machine Learning. Submission deadline: December 2nd, 2016.
  • The editors-in-chief of TiiS are pleased to join the ACM Publications Board in announcing the appointment as new editor-in-chief of Dr. Michelle X. Zhou, a leading researcher in the field of interactive intelligent systems and a prominent representative of the Intelligent User Interfaces community of ACM. Dr. Zhou will be supported by Dr. Anbang Xu as information director. The new 3-year editor-in-chief term begins on February 1st; the transition will become visible step by step between now and about mid-February.
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Forthcoming Articles
A Classification Model for Sensing Human Trust in Machines Using EEG and GSR

Throughout nearly all sectors of society, humans are increasingly needing to interact with intelligent systems. Just as is the case in human-human interactions, trust plays a critical role in the success of human-machine interactions. However, this requires the design of intelligent systems that are responsive to changes in human trust level, thereby necessitating the design of an online trust sensor. In this paper, it is shown that psychophysiological measurements can be used to sense human trust in intelligent systems in real-time. Two approaches for developing classifier-based empirical trust sensor models are presented that map psychophysiological measurements, specifically electroencephalography (EEG) and galvanic skin response (GSR), to human trust level. Human subject data collected from 33 participants was used for feature extraction, feature selection, classifier training, and model validation. The first approach considers a common set of psychophysiological features across all participants as the input variables, resulting in a general trust sensor model. The second approach considers a customized feature set for each individual and trains a classifier-based model using that feature set, resulting in improved mean accuracy but at the expense of an increase in training time. This work represents the first use of real-time psychophysiological measurements for the development of a human trust sensor; implications of the work in the context of trust management algorithm design for intelligent systems are also discussed.

Active Learning and Visual Analytics for Stance Classification with ALVA

The automatic detection and classification of stance (e.g., certainty or agreement) in text data using natural language processing and machine learning methods create an opportunity to gain insight into the speakers' attitudes towards their own and other people's utterances. However, identifying stance in text presents many challenges related to training data collection and classifier training. In order to facilitate the entire process of training a stance classifier, we propose a visual analytics approach, called ALVA, for text data annotation and visualization. ALVA's interplay with the stance classifier follows an active learning strategy in order to select suitable candidate utterances for manual annotation. Our approach supports annotation process management and provides the annotators with a clean user interface for labeling utterances with multiple stance categories. ALVA also contains a visualization method to help analysts of the annotation and training process gain a better understanding of the categories used by the annotators. The visualization uses a novel visual representation, called CatCombos, which groups individual annotation items by the combination of stance categories. Additionally, our system makes a visualization of a vector space model available that is itself based on utterances. ALVA is already being used by our domain experts in linguistics and computational linguistics in order to improve the understanding of stance phenomena and to build a stance classifier for applications such as social media monitoring.

Evaluation of Facial Expression Recognition by A Smart Eyewear for Facial Direction Change, Repeatability and Positional Drift

This paper presents a novel smart eyewear that recognizes a wearer's facial expression in daily scenes. We evaluated our device and showed the robustness to the noise from a wearer's facial direction change, repeatability and the positional drift of the glasses. Our device uses embedded photo reflective sensors and machine learning to recognize a wearer's facial expressions. We leverage the skin deformation when a wearer changes their facial expressions. With small photo reflective sensors, we measure the proximity between the skin surface on a face and the eyewear frame where 17 sensors are integrated. A Support Vector Machine (SVM) algorithm was applied for the sensor information. The sensors can cover various facial muscle movements and can be integrated into everyday glasses.There are various possible scenarios of our devices such as a care system for older adults and mental management. The main contributions of our work are as follows. (1) We evaluated the recognition accuracy in daily scenes. We showed 92.8% accuracy regardless of facial direction, taking on/off by learning those data. Our device can recognize facial expressions with 78.1% accuracy for repeatability, with 87.7% accuracy in case of its positional drift. (2) It is designed and implemented considering social acceptability. The device looks like normal eyewear, so users can wear it anytime, anywhere. (3) Initial field trials in daily life were undertaken. Our work is one of the first attempts to recognize and evaluate a variety of facial expressions in the form of an unobtrusive wearable.

Analysis of Movement Quality in Full-Body Physical Activities

Full-body human movement is characterized by fine-grain expressive qualities that humans are easily capable to exhibit and recognize in others movement. In sports (e.g., martial arts) as well as in performing arts (e.g., dance), the same sequence of movements can be performed in a wide range of ways characterized by different qualities, often in terms of subtle (spatial and temporal) perturbations of the movement. Even a non-expert observer can distinguish between a top-level and an average performance by a dancer or martial artist. The difference is not in the performed movements - the same in both cases - but in the quality of their performance. In this paper, we present a computational framework aiming at an automated approximate measure of movement quality in full-body physical activities. Starting from motion capture data, the framework computes low-level (e.g., a limb velocity) and high-level (e.g., synchronization between different limbs) movement features. Then, this vector of features is integrated to compute a value aiming at providing a quantitative assessment of movement quality, approximating the evaluation an external expert observer would give of the same sequence of movements. Next, a system representing a concrete implementation of the framework is proposed. Karate is adopted as a testbed. We selected two different katas (i.e., detailed choreographies of movements in karate), characterized by different overall attitude and expression (aggressiveness, meditation), and we asked seven athletes, having various levels of experience and age, to perform them. Motion capture data were collected from the performances and were analyzed with the system. The results of the automated analysis were compared with the scores given by fourteen karate experts who rated the same performances. Results show that the movement quality scores computed by the system and the ratings given by the human observers are highly correlated (Pearsons correlations r = 0.84, p = 0.001 and r = 0.75, p = 0.005).

Visualizing Research Impact Through Citation Data

Research impact plays a critical role in evaluating the research quality and influence of a scholar, a journal, or a conference. Many researchers have attempted to quantify research impact by introducing different types of metrics based on citation data, such as h-index, citation count, and impact factor. These metrics are widely used in academic community. However, quantitative metrics are highly aggregated in most cases and sometimes biased, which probably results in the loss of impact details that are important for comprehensively understanding research impact. For example, which research area does a researcher have great research impact on? How does the research impact change over time? How do the collaborators take effect on the research impact of an individual? Simple quantitative metrics can hardly help answer such kind of questions, since more detailed exploration of the citation data is needed. Previous work on visualizing citation data usually only shows limited aspects of research impact and may suffer from other problems including visual clutter and scalability issues. To fill this gap, we propose an interactive visualization tool ImpactVis for better exploration of research impact through citation data. Case studies and in-depth expert interviews are conducted to demonstrate the effectiveness of ImpactVis.

Bibliometrics

Publication Years 2011-2017
Publication Count 148
Citation Count 578
Available for Download 148
Downloads (6 weeks) 1020
Downloads (12 Months) 12217
Downloads (cumulative) 75258
Average downloads per article 509
Average citations per article 4
First Name Last Name Award
Gregory Abowd ACM Eugene L. Lawler Award for Humanitarian Contributions within Computer Science and Informatics (2009)
ACM Fellows (2008)
ACM Senior Member (2008)
Craig Boutilier ACM Fellows (2012)
Oliver Brdiczka ACM Senior Member (2015)
Peter Brusilovsky ACM Senior Member (2008)
Margaret Burnett ACM Distinguished Member (2015)
Yolanda Gil ACM Fellows (2016)
Michael L Gleicher ACM Distinguished Member (2011)
Tracy Anne Hammond ACM Senior Member (2015)
Joseph A Konstan ACM Software System Award (2010)
ACM Fellows (2008)
ACM Distinguished Member (2006)
Wessel Kraaij ACM Senior Member (2007)
Sarit Kraus ACM Fellows (2014)
Tsvi Kuflik ACM Distinguished Member (2013)
ACM Senior Member (2012)
Jeffrey Nichols ACM Senior Member (2013)
Fabio Paterno ACM Distinguished Member (2009)
Stefano Piana ACM Gordon Bell Prize
Special Category (2009) ACM Gordon Bell Prize
Special Category (2009)
John T Riedl ACM Software System Award (2010)
ACM Fellows (2009)
ACM Distinguished Member (2007)
Tom Rodden ACM Fellows (2014)
Domenico Sacca ACM Senior Member (2007)
Ben Shneiderman ACM Fellows (1997)
Matthew A Turk ACM Senior Member (2007)
Qiang Yang ACM Distinguished Member (2011)

First Name Last Name Paper Counts
Elisabeth André 3
Shiro Kumano 3
Anthony Jameson 3
John Riedl 3
Ryo Ishii 3
Kazuhiro Otsuka 3
Frédéric Bevilacqua 3
Albert Salah 3
Joseph LaViola, 3
Heriberto Cuayáhuitl 2
Yukiko Nakano 2
Louis Morency 2
Catherine Pélachaud 2
Catherine Havasi 2
Federica Cena 2
Lola Cañamero 2
Giuseppe Carenini 2
Alexander Felfernig 2
Henry Lieberman 2
Cristina Gena 2
Ginevra Castellano 2
Hiroshi Ishiguro 2
Hayley Hung 2
Eugene Taranta 2
Shlomo Berkovsky 2
Matthew Turk 2
Chen Yu 2
Ulf Blanke 2
Bart Knijnenburg 2
Kim Bard 2
Oya Aran 2
Kristiina Jokinen 2
Yolanda Gil 2
Junji Yamato 2
Magalie Ochs 2
Bilge Mutlu 2
Hatice Gunes 2
Gregory Abowd 2
Sidney D'mello 2
Nina Dethlefs 2
Matthias Scheutz 1
Dan Tasse 1
Francesca Odone 1
Amy Swanson 1
Nilanjan Sarkar 1
Catherine Plaisant 1
Fabian Christoffel 1
Joseph Konstan 1
Belgin Mutlu 1
Ariel Rosenfeld 1
Thibaut Naour 1
John O'Donovan 1
Simone Stumpf 1
Stephen Perona 1
Andrew Ko 1
Mihoko Fukushima 1
Eyal Dim 1
Tsvi Kuflik 1
James Young 1
Rohit Kumar 1
Petros Daras 1
Souneil Park 1
Maurits Kaptein 1
Emile Aarts 1
Nicholas Mattei 1
Judy Goldsmith 1
Tessa Lau 1
Alfred Kobsa 1
Heather Leary 1
Giovanni Semeraro 1
Mary Ellen Foster 1
Thaddeus Simons 1
Helmut Prendinger 1
Antonio Sánchez-Ruiz 1
Alexander Meschtscherjakov 1
Angelo Cafaro 1
Hannes Vilhjálmsson 1
Nigel Bosch 1
Valerie Shute 1
Rosa Arriaga 1
Jie Lu 1
Satoshi Nakamura 1
Yasmine El-Glaly 1
Karthik Dinakar 1
Varun Ratnakar 1
Paul Groth 1
Patrik Floréen 1
Charles Callaway 1
Yingjievictor Chen 1
Remco Chang 1
Carlos Correa 1
Rita Cucchiara 1
Birgit Lugrin 1
Patrick Olivier 1
Eric Choi 1
Julien Epps 1
Massimo Poesio 1
Jon Chamberlain 1
Alessandro Marcengo 1
Monica Perrero 1
Amon Rapp 1
Ilaria Torre 1
Fabio Torta 1
Eiichiro Sumita 1
Nick Campbell 1
Toyoaki Nishida 1
Seiichi Yamamoto 1
Hans Gellersen 1
Mathieu Boussard 1
Jodi Forlizzi 1
Chiara Pulice 1
Ziad Bawab 1
Iolanda Leite 1
Lukas Lerche 1
Derek Bridge 1
Christian Jacquemin 1
David Meignan 1
Evangelos Milios 1
Eduardo Veas 1
Tom Rodden 1
Rong Jin 1
Steven Sutherland 1
Keiichi Yamazaki 1
Juan Ye 1
Graeme Stevenson 1
Jun Rekimoto 1
Domenico Redavid 1
Geert Kruijff 1
Fabio Paternò 1
Jonas Etzold 1
Panos Markopoulos 1
Philipp Wetzler 1
Li Chen 1
Sigrid Knust 1
Thomas Kirste 1
Steven Hoi 1
Ian Oberst 1
Todd Kulesza 1
Akiko Yamazaki 1
Keiko Ikeda 1
Sandra Okita 1
Fiora Pirri 1
Kyriakos Kritikos 1
Mark D'Inverno 1
Saleema Amershi 1
Ya'akov Gal 1
Jill Freyne 1
Jin Zhao 1
Marco De Gemmis 1
Lutz Frommberger 1
Matthew Marge 1
Tessa Lau 1
Anat Mirelman 1
Maya Sappelli 1
Joao Oliveira 1
Ilhan Aslan 1
Kenji Sagae 1
Jaclyn Ocumpaugh 1
Branislav Kveton 1
Caleb Southern 1
Jean Martens 1
Petteri Nurmi 1
Antti Salovaara 1
Augusto Pieracci 1
Fernando Nos 1
Elia Bruni 1
Nicu Sebe 1
Dairazalia Sanchez-Cortes 1
Pascal Poupart 1
Andrew Monk 1
Ronnie Taib 1
Bo Yin 1
Priscilla Moraes 1
Lixiu Yu 1
Luca Console 1
Mario Mirabelli 1
Federica Protti 1
Giulia Biamino 1
Franco Fassio 1
Wei Song 1
Florian Eyben 1
Laurel Riek 1
Christopher Peters 1
Brett Stevens 1
Hirohisa Furukawa 1
Evelien Van De Garde-Perik 1
Elise Hoven 1
Laura Pomarjanschi 1
David Rozado 1
Francisco Rodrıguez 1
Takayuki Kanda 1
Ludger Van Elst 1
Peter Weller 1
Peter McOwan 1
Alessandra Staglianò 1
Michael Jugovac 1
Chris Newell 1
Gordon Cheng 1
Gary McKeown 1
Enamul Hoque 1
Sarah Fdili Alaoui 1
Misato Yatsushiro 1
Weiyi Wang 1
Abdulmalik Ofemile 1
Brandon Paulson 1
Sylvie Gibet 1
Wengkeen Wong 1
Yoshinori Kobayashi 1
Ravi Sarvadevabhatla 1
Simon Dobson 1
Desney Tan 1
Berardina Carolis 1
Dimitrios Rafailidis 1
Dimitris Plexousakis 1
Paolo Cremonesi 1
Steven Bethard 1
Soheil Bahreini 1
James Martin 1
Simon Keizer 1
Sean Andrist 1
Michael Gleicher 1
Yuchao Duan 1
Yi Yang 1
Sakti Sakriani 1
Hideki Negoro 1
Cheng Zhang 1
Jane Hsu 1
Rosalind Picard 1
John Dill 1
Chris Shaw 1
Danilo Rodrigues 1
Andreza Sartori 1
Jasper Uijlings 1
Peng Wu 1
Charles Greenbacker 1
Daniel Chester 1
Jesse Hoey 1
M Khawaja 1
Arthur Graesser 1
Livio Robaldo 1
Pierluigi Grillo 1
Michele Mioli 1
Rossana Simeoni 1
Kumiko Tanaka-Ishii 1
Keiji Yasuda 1
Michael Glodek 1
Jean Martin 1
Jongseok Lee 1
Joe Finney 1
Monique Lu 1
Serge Offermans 1
Paul Schermerhorn 1
Ngoanh Vien 1
Ivana Kruijff-Korbayová 1
Sinziana Mazilu 1
Gerhard Tröster, 1
Katrien Verbert 1
Hiroki Tanaka 1
Timothy Chklovski 1
Oliviero Stock 1
Victoria Yanulevskaya 1
Daniel Gatica-Perez 1
Sandra Carberry 1
Fang Chen 1
David Oliver 1
Fabrizio Antonelli 1
Claudia Picardi 1
Daniele Dupré 1
Elisa Chiabrando 1
Matteo Demichelis 1
Andrew Finch 1
Günther Palm 1
Martin WöLlmer 1
Joyce Chai 1
Kris Luyten 1
Pierrick Thébault 1
Yale Song 1
Koen Van Boerdonk 1
Javier San Agustin 1
Samer Al Moubayed 1
Jens Edlund 1
Georg Buscher 1
Ralf Biedert 1
Fabio Zanzotto 1
Geert Houben 1
Markus Strohmaier 1
Ben Steichen 1
Gawesh Jawaheer 1
Donald Glowinski 1
Zachary Warren 1
Roman Bednarik 1
Michael Zehetleitner 1
Hui Zhang 1
Gilles Pesant 1
Ryan Kiros 1
Leigh Clark 1
Andreas Bulling 1
Stefano Ferilli 1
Martin Cooney 1
Eelke Folmer 1
Jeffrey Allen 1
Marco Gillies 1
Roberto Turrin 1
Franca Garzotto 1
Sangyoung Chung 1
Boris De Ruyter 1
Kirsten Butcher 1
Tamara Sumner 1
Hung Ngo 1
Matthew Luciw 1
Antoine Raux 1
James Deng 1
Tomislav Pejša 1
Nahum Álvarez 1
Manfred Tscheligi 1
Sunghyun Park 1
Peter Brusilovsky 1
Weike Pan 1
Andrés Vargas 1
Mercan Topkara 1
Hidemi Iwasaka 1
Zhuoran Wang 1
Dingtian Zhang 1
Andrew Gordon 1
Andreas Forsblom 1
Kwanliu Ma 1
David Ebert 1
Peter Robinson 1
Roberto Vezzani 1
Paolo Santinelli 1
Gregor Mehlmann 1
Florian Lingenfelser 1
Nadir Weibel 1
Kathleen McCoy 1
Alex Mihailidis 1
Luca Ducceschi 1
Edward Schwartz 1
Bob Kummerfeld 1
Marina Geymonat 1
Piercarlo Grimaldi 1
Vincenzo Cuciti 1
Fausto Giunchiglia 1
Kostas Karpouzis 1
Ashkan Yazdani 1
Andreas Dengel 1
Seungjun Kim 1
Jean Crespo 1
André Pereira 1
Floriane Dardard 1
Giorgio Gnecco 1
Dietmar Jannach 1
Bibek Paudel 1
Karinne Ramirez-Amaro 1
Humera Minhas 1
Marius Kaminskas 1
Ting Zhang 1
Yuting Li 1
Yihsuan Yang 1
Yuanching Teng 1
Jared Bott 1
Jean Frayret 1
Nicolas Gaud 1
Axel Soto 1
Franklin Harper 1
Kyle Duarte 1
Martijn Willemsen 1
Margaret Burnett 1
Victor Ng-Thow-Hing 1
Atau Tanaka 1
Kostas Bekris 1
Mario Gianni 1
Navid Fallah 1
Takeo Igarashi 1
Apostolos Axenopoulos 1
Stavroula Manolopoulou 1
Thomas Dodson 1
Jeffrey Nichols 1
Ofra Amir 1
Luciana Benotti 1
Martin Villalba 1
Rahul Sukthankar 1
Wessel Kraaij 1
Marc Cavazza 1
Joao Catarino 1
Hansuk Shim 1
Denis Parra 1
Alfredo Milani 1
Anhong Guo 1
Yenling Kuo 1
Jesse Vig 1
Birago Jones 1
Denny Vrandečić 1
Elyon DeKoven 1
Zhenyucheryl Qian 1
Ionut Damian 1
Yang Wang 1
Udo Kruschwitz 1
Roberto Furnari 1
Ilaria Lombardi 1
Dario Mana 1
Friedhelm Schwenker 1
Masafumi Nishida 1
Melanie Hartman 1
Erhardt Barth 1
Pablo Varona 1
Lorenzo Ferrone 1
Elio Masciari 1
Ana Paiva 1
Antonio Camurri 1
Lian Zhang 1
Dayi Bian 1
Medha Sarkar 1
Sana Malik 1
Fan Du 1
Juan Wachs 1
Takashi Yoshino 1
Yutaka Takase 1
Kristina Yordanova 1
Valentin Enescu 1
Christoph Trattner 1
Sarit Kraus 1
Michael Young 1
Tracy Hammond 1
Nicolas Courty 1
Nava Tintarev 1
Chen Liu 1
Shuichi Nishio 1
Baptiste Caramiaux 1
Ilias Apostolopoulos 1
Carolyn Rosé 1
Bruno Zamborlin 1
Pierre Andrews 1
Seungwoo Kang 1
Junehwa Song 1
Joshua Guerin 1
Pasquale Lops 1
Alexander Förster 1
Jürgen Schmidhuber 1
Clement Leung 1
Moran Dorfman 1
Eran Gazit 1
Jeffrey Hausdorff 1
Suzan Verberne 1
Rui Prada 1
Shuji Fujimoto 1
Andreas Uhl 1
Zhong Ming 1
Ryan Baker 1
Spencer Compton 1
Shimei Pan 1
Graham Neubig 1
Hendrik Zender 1
Oliver Lemon 1
Li Chen 1
Francis Quek 1
Tadas Baltrušaitis 1
Shilad Sen 1
Reid Swanson 1
Yuhsuan Chan 1
Martino Lombardi 1
Johannes Wagner 1
Seniz Demir 1
Craig Boutilier 1
Natalie Ruiz 1
Andrea Toso 1
Fabiana Vernero 1
Francesca Carmagnola 1
David Robertson 1
Stefan Scherer 1
Aryel Beck 1
Antoine Hiolle 1
Marina Davila-Ross 1
Jean Vesin 1
Daniel Schreiber 1
Max Mühlhäuser 1
Oliver Brdiczka 1
David Demirdjian 1
Randall Davis 1
Kars Lenssen 1
Jessica Hodgins 1
Joyce Chai 1
Anind Dey 1
Nunziato Cassavia 1
Yi Fang 1
Cristina Conati 1
Carlos Martinho 1
Stefano Piana 1
Joshua Wade 1
Amy Weitlauf 1
Hunghsuan Huang 1
Margrét Bjarnadóttir 1
Tian(Linger) Xu 1
Vlado Kešelj 1
Hichem Sahli 1
Casper Harteveld 1
Svenja Adolphs 1
Yoshinori Kuno 1
Nicola Montecchio 1
Ehud Sharlin 1
Daisuke Sakamoto 1
Jalal Mahmud 1
German Ruiz 1
Gregory Smith 1
Francesco Ricci 1
Jawad Nagi 1
Mika Shigematsu 1
Moitreya Chatterjee 1
Brian Ravenet 1
Qiang Yang 1
Yangqiu Song 1
Tomoki Toda 1
Yang Li 1
Marwa Mahmoud 1
Fabian Bohnert 1
Robert Woodbury 1
Maria Riveiro 1
Daniel Keim 1
Tobias Baur 1
Patrick Gebhard 1
Emily Grenader 1
Stephanie Elzer 1
Judy Kay 1
Jeffrey Nickerson 1
Fabrizio Franceschi 1
Silvia Likavec 1
Björn Schuller 1
Touradj Ebrahimi 1
Yukiko Nakano 1
David Molyneaux 1
Dominique Decotter 1
Michael Dorr 1
Jonas Beskow 1
Domenico Saccà 1
Patty Kostkova 1
Jing Fan 1
Ben Shneiderman 1
Abraham Bernstein 1
Michael Beetz 1

Affiliation Paper Counts
Stevens Institute of Technology 1
Kansai University 1
Tokyo University of Technology 1
University of New South Wales 1
Palo Alto Research Center Incorporated 1
University of Memphis 1
Northeastern University 1
Macalester College 1
TELECOM ParisTech 1
Bournemouth University 1
Pontificia Universidad Catolica de Chile 1
Queen's University Belfast 1
Rutgers, The State University of New Jersey 1
National Institute of Infectious Diseases 1
Ritsumeikan University 1
Laobratoire d'Informatique pour la Mecanique et les Sciences de l'Ingenieur 1
Fulda University of Applied Sciences 1
Reykjavik University 1
Laboratoire Traitement et Communication de l'Information 1
Harvard School of Engineering and Applied Sciences 1
Fondazione Bruno Kessler 1
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 1
British Broadcasting Corporation 1
Institutions Markets Technologies, Lucca 1
Karlsruhe Institute of Technology 1
University of Eastern Finland 1
IBM, Argentina 1
Max Planck Institute for Informatics 1
University of Padua 1
University of Illinois at Urbana-Champaign 1
University of Michigan 1
University of Miyazaki 1
Florida State University 1
University of Calgary 1
University of Amsterdam 1
Harvard Medical School 1
National Technical University of Athens 1
University of Perugia 1
University of Eastern Piedmont Amedeo Avogadro 1
University of Geneva 1
Yale University 1
Nanyang Technological University 1
Newcastle University, United Kingdom 1
University of Pennsylvania 1
University of Koblenz-Landau 1
Hong Kong University of Science and Technology 1
Vrije Universiteit Amsterdam 1
University of Manitoba 1
University of Skovde 1
Hasselt University 1
Santa Clara University 1
University of Kent 1
University of Dublin, Trinity College 1
BBN Technologies 1
Norwegian University of Science and Technology 1
Institut de Recherche et Coordination Acoustique Musique 1
Federal University of Sao Carlos 1
University of Southern California, Information Sciences Institute 1
University of Pittsburgh 1
Japan Science and Technology Agency 1
University of Stuttgart 1
University of Kentucky 1
University of Tennessee at Martin 1
Yonsei University 1
National University of Singapore 1
Coventry University 1
IBM Thomas J. Watson Research Center 1
Middle Tennessee State University 1
IT University of Copenhagen 1
Monash University 1
Texas A and M University System 1
University of Louisville 1
West Virginia University 1
Microsoft Research 1
Canon Inc. 1
University College London 1
National University of Cuyo 1
Universite de Technologie Belfort-Montbeliard 1
Osaka University 1
Universite Paris-Sud XI 1
University of California, Santa Cruz 1
University of Maryland, Baltimore County 1
Catholic University of Leuven, Leuven 1
University of Utah 1
University of Konstanz 1
Lawrence Livermore National Laboratory 1
Microsoft Corporation 1
Clemson University 1
Nokia Corporation 1
Ben-Gurion University of the Negev 1
Complutense University of Madrid 1
National University of Cordoba 2
Millersville University 2
Bar-Ilan University 2
University of Helsinki 2
University of Haifa 2
University of Rostock 2
National Taiwan University 2
Bogazici University 2
Google Inc. 2
University of California, Irvine 2
University of Osnabruck 2
Free University of Bozen-Bolzano 2
Kyoto University 2
Kyushu University 2
IBM Research 2
Technical University of Darmstadt 2
Lubeck University 2
Nara University of Education 2
University of Waterloo 2
University of California, Davis 2
University of Washington, Seattle 2
University of York 2
Philips Research 2
Academia Sinica Taiwan 2
Polytechnic School of Montreal 2
Graz University of Technology 2
University of Birmingham 2
Texas A and M University 2
Tufts University 2
Politecnico di Milano 2
University College Cork 2
University of Sydney 2
University of Edinburgh 2
University of Roma Tor Vergata 2
Ludwig Maximilian University of Munich 2
Research Organization of Information and Systems National Institute of Informatics 2
University of Minnesota Twin Cities 2
Southern Illinois University at Carbondale 2
University of California, San Diego 2
Michigan State University 2
University of Roma La Sapienza 2
Institute of Computer Science Crete 2
University of Gastronomic Sciences 2
Laboratoire des sciences de l'information et des sytemes, Marseille 2
Shenzhen University 3
University of Essex 3
University of Nevada, Reno 3
Royal Institute of Technology 3
Delft University of Technology 3
CNRS Centre National de la Recherche Scientifique 3
Bremen University 3
Doshisha University 3
University of Zurich 3
Dalhousie University 3
Radboud University Nijmegen 3
University of Toronto 3
Nokia Bell Labs 3
Queen Mary, University of London 3
University of St Andrews 3
Massachusetts Institute of Technology 3
Lancaster University 3
University of Tokyo 3
City University London 3
Universidad Autonoma de Madrid 3
Vrije Universiteit Brussel 3
University of California, Santa Barbara 3
Commonwealth Scientific and Industrial Research Organization 3
Institut Dalle Molle D'intelligence Artificielle Perceptive 3
Columbia University 3
University of Cambridge 3
Japan National Institute of Information and Communications Technology 3
TU Dortmund University 3
Universite Paris Saclay 3
Helsinki Institute for Information Technology 4
Advanced Telecommunications Research Institute International (ATR) 4
University of Salzburg 4
Universite de Bretagne-Sud 4
University of Minnesota System 4
Tel Aviv Sourasky Medical Center 4
University of Ulm 4
Goldsmiths, University of London 4
Hong Kong Baptist University 4
University of Nottingham 4
University of Trento 4
Simon Fraser University 4
Technical University of Munich 4
Indiana University 4
University of Notre Dame 4
University of Genoa 4
University of Portsmouth 4
Swiss Federal Institute of Technology, Zurich 4
Swiss Federal Institute of Technology, Lausanne 4
Saitama University 4
Korea Advanced Institute of Science & Technology 4
University of Hertfordshire 4
University of Modena and Reggio Emilia 5
The University of British Columbia 5
Oregon State University 5
Dalle Molle Institute for Artificial Intelligence 5
University of Maryland 5
Nara Institute of Science and Technology 5
University of Wisconsin Madison 5
University of Colorado at Boulder 6
University of Delaware 6
University of Bari 6
Instituto Superior Tecnico 6
Purdue University 6
Seikei University 6
Georgia Institute of Technology 6
MIT Media Laboratory 7
University of Southern California 8
University of Central Florida 8
Vanderbilt University 8
Heriot-Watt University, Edinburgh 8
German Research Center for Artificial Intelligence (DFKI) 9
CSIRO Data61 9
University of Augsburg 9
Eindhoven University of Technology 9
Nippon Telegraph and Telephone Corporation 10
Telecom Italia 10
Carnegie Mellon University 11
University of Turin 20

ACM Transactions on Interactive Intelligent Systems (TiiS)
Archive


2017
Volume 7 Issue 2, July 2017
Volume 7 Issue 1, March 2017

2016
Volume 6 Issue 4, December 2016 Special Issue on Human Interaction with Artificial Advice Givers
Volume 6 Issue 3, October 2016 Regular Articles and Special Issue on Highlights of ICMI 2014 (Part 2 of 2)
Volume 6 Issue 2, August 2016 Regular Articles, Special Issue on Highlights of IUI 2015 (Part 2 of 2) and Special Issue on Highlights of ICMI 2014 (Part 1 of 2)
Volume 6 Issue 1, May 2016 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 5 Issue 4, January 2016 Regular Articles and Special issue on New Directions in Eye Gaze for Interactive Intelligent Systems (Part 1 of 2)

2015
Volume 5 Issue 3, October 2015 Special Issue on Behavior Understanding for Arts and Entertainment (Part 2 of 2) and Regular Articles
Volume 5 Issue 2, July 2015 Special Issue on Behavior Understanding for Arts and Entertainment (Part 1 of 2)
Volume 5 Issue 1, March 2015
Volume 4 Issue 4, January 2015 Special Issue on Activity Recognition for Interaction and Regular Article

2014
Volume 4 Issue 3, October 2014 Special Issue on Multiple Modalities in Interactive Systems and Robots
Volume 4 Issue 2, July 2014
Volume 4 Issue 1, April 2014 Special Issue on Interactive Computational Visual Analytics
Volume 3 Issue 4, January 2014

2013
Volume 3 Issue 3, October 2013
Volume 3 Issue 2, July 2013 Special issue on interaction with smart objects, Special section on eye gaze and conversation
Volume 3 Issue 1, April 2013 Special section on internet-scale human problem solving and regular papers

2012
Volume 2 Issue 4, December 2012 Special issue on highlights of the decade in interactive intelligent systems
Volume 2 Issue 3, September 2012 Special Issue on Common Sense for Interactive Systems
Volume 2 Issue 2, June 2012
Volume 2 Issue 1, March 2012 Special Issue on Affective Interaction in Natural Environments
Volume 1 Issue 2, January 2012

2011
Volume 1 Issue 1, October 2011
 
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