ACM Transactions on

Interactive Intelligent Systems (TIIS)

Latest Articles

Interacting with Recommenders—Overview and Research Directions

Automated recommendations have become a ubiquitous part of today’s online user experience. These systems point us to additional items to... (more)

Empathy in Virtual Agents and Robots: A Survey

This article surveys the area of computational empathy, analysing different ways by which artificial agents can simulate and trigger empathy in their interactions with humans. Empathic agents can be seen as agents that have the capacity to place themselves into the position of a user’s or another agent’s emotional situation and... (more)

Detecting Users’ Cognitive Load by Galvanic Skin Response with Affective Interference

Experiencing high cognitive load during complex and demanding tasks results in performance reduction, stress, and errors. However, these could be... (more)

Effects of Speed, Cyclicity, and Dimensionality on Distancing, Time, and Preference in Human-Aerial Vehicle Interactions

This article will present a simulation-based approach to testing multiple variables in the behavior... (more)

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... (more)


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.
Forthcoming Articles
A Classification Model for Sensing Human Trust in Machines Using EEG and GSR

Today, intelligent machines interact and collaborate with humans in a way that demands a greater level of trust between human and machine. A first step towards building intelligent machines that are capable of building and maintaining trust with humans is the design of a sensor that will enable machines to estimate human trust level in real-time. In this paper, two approaches for developing classifier-based empirical trust sensor models are presented that specifically use electroencephalography (EEG) and galvanic skin response (GSR) measurements. Human subject data collected from 45 participants is used for feature extraction, feature selection, classifier training, and model validation. The first approach considers a general set of psychophysiological features across all participants as the input variables and trains a classifier-based model for each participant, resulting in a trust sensor model based on the general feature set (i.e., 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 machines, are also discussed.

Quantifying Collaboration with a Co-Creative Drawing Agent

This paper reports on the design and evaluation of a co-creative drawing partner called the Drawing Apprentice, which was designed to improvise and collaborate on abstract sketches with users in real time. The system qualifies as a new genre of creative technologies termed casual creators that are meant to creatively engage users and provide enjoyable creative experiences rather than necessarily helping users make a higher quality creative product. We introduce the conceptual framework of participatory sense-making and describe how it can help model and understand open-ended collaboration. We report the results of user studies evaluating different prototypes of the system during an iterative design process. Based on insights from the user studies, we present design recommendations for co-creative agents.

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.


Publication Years 2011-2017
Publication Count 153
Citation Count 599
Available for Download 153
Downloads (6 weeks) 1423
Downloads (12 Months) 12087
Downloads (cumulative) 57013
Average downloads per article 373
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)
Andreas Kerren ACM Senior Member (2013)
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)
Robin R Murphy ACM Eugene L. Lawler Award for Humanitarian Contributions within Computer Science and Informatics (2014)
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
Albert Salah 3
Frédéric Bevilacqua 3
Anthony Jameson 3
Ryo Ishii 3
Joseph LaViola, 3
Shiro Kumano 3
Elisabeth André 3
Kazuhiro Otsuka 3
John Riedl 3
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
Eugene Taranta 2
Shlomo Berkovsky 2
Iolanda Leite 2
Matthew Turk 2
Chen Yu 2
Ulf Blanke 2
Michael Jugovac 2
Bart Knijnenburg 2
Kim Bard 2
Yukiko Nakano 2
Hayley Hung 2
Hiroshi Ishiguro 2
Sidney D'mello 2
Dietmar Jannach 2
Gregory Abowd 2
Hatice Gunes 2
Yang Wang 2
Louis Morency 2
Nina Dethlefs 2
Heriberto Cuayáhuitl 2
Oya Aran 2
Kristiina Jokinen 2
Junji Yamato 2
Magalie Ochs 2
Ana Paiva 2
Bilge Mutlu 2
Yolanda Gil 2
Sigrid Knust 1
Thomas Kirste 1
Akiko Yamazaki 1
Keiko Ikeda 1
Todd Kulesza 1
Steven Hoi 1
Ian Oberst 1
Sandra Okita 1
Brittany Duncan 1
Fiora Pirri 1
Kyriakos Kritikos 1
Saleema Amershi 1
Ya'akov Gal 1
Jill Freyne 1
Mark D'Inverno 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
Caleb Southern 1
Branislav Kveton 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
Priscilla Moraes 1
Pascal Poupart 1
Andrew Monk 1
Ronnie Taib 1
Bo Yin 1
Luca Console 1
Lixiu Yu 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
Laura Pomarjanschi 1
David Rozado 1
Francisco Rodrıguez 1
Elise Hoven 1
Takayuki Kanda 1
Ludger Van Elst 1
Peter Weller 1
Peter McOwan 1
Alessandra Staglianò 1
Enamul Hoque 1
Chris Newell 1
Gordon Cheng 1
Gary McKeown 1
Sarah Fdili Alaoui 1
Misato Yatsushiro 1
Abdulmalik Ofemile 1
Brandon Paulson 1
Weiyi Wang 1
Yoshinori Kobayashi 1
Sylvie Gibet 1
Wengkeen Wong 1
Ravi Sarvadevabhatla 1
Fang Chen 1
Kostiantyn Kucher 1
Simon Dobson 1
Berardina Carolis 1
Desney Tan 1
Dimitris Plexousakis 1
Paolo Cremonesi 1
Steven Bethard 1
Soheil Bahreini 1
James Martin 1
Dimitrios Rafailidis 1
Simon Keizer 1
Sean Andrist 1
Michael Gleicher 1
Yuchao Duan 1
Cheng Zhang 1
Yi Yang 1
Sakti Sakriani 1
Hideki Negoro 1
Jane Hsu 1
Rosalind Picard 1
Chris Shaw 1
John Dill 1
Danilo Rodrigues 1
Andreza Sartori 1
Jasper Uijlings 1
Charles Greenbacker 1
Peng Wu 1
Daniel Chester 1
Jesse Hoey 1
M Khawaja 1
Arthur Graesser 1
Livio Robaldo 1
Pierluigi Grillo 1
Georg Buscher 1
Ralf Biedert 1
Geert Houben 1
Markus Strohmaier 1
Ben Steichen 1
Gawesh Jawaheer 1
Donald Glowinski 1
Zachary Warren 1
Fabio Zanzotto 1
Roman Bednarik 1
Hui Zhang 1
Michael Zehetleitner 1
Gilles Pesant 1
Ryan Kiros 1
Leigh Clark 1
Carita Paradis 1
Stefano Ferilli 1
Martin Cooney 1
Eelke Folmer 1
Jeffrey Allen 1
Andreas Bulling 1
Franca Garzotto 1
Roberto Turrin 1
Sangyoung Chung 1
Boris De Ruyter 1
Kirsten Butcher 1
Marco Gillies 1
Tamara Sumner 1
Hung Ngo 1
Matthew Luciw 1
Antoine Raux 1
Nahum Álvarez 1
Manfred Tscheligi 1
Sunghyun Park 1
Zhuoran Wang 1
James Deng 1
Tomislav Pejša 1
Peter Brusilovsky 1
Weike Pan 1
Andrés Vargas 1
Dingtian Zhang 1
Mercan Topkara 1
Hidemi Iwasaka 1
Peter Robinson 1
Andrew Gordon 1
Andreas Forsblom 1
David Robertson 1
Stefan Scherer 1
Marina Davila-Ross 1
Jean Vesin 1
Aryel Beck 1
Antoine Hiolle 1
David Demirdjian 1
Randall Davis 1
Daniel Schreiber 1
Max Mühlhäuser 1
Oliver Brdiczka 1
Kars Lenssen 1
Jessica Hodgins 1
Joyce Chai 1
Anind Dey 1
Nunziato Cassavia 1
Cristina Conati 1
Carlos Martinho 1
Stefano Piana 1
Yi Fang 1
Joshua Wade 1
Amy Weitlauf 1
Hunghsuan Huang 1
Tian(Linger) Xu 1
Margrét Bjarnadóttir 1
Vlado Kešelj 1
Casper Harteveld 1
Svenja Adolphs 1
Hichem Sahli 1
Yoshinori Kuno 1
Robin Murphy 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
Yang Li 1
Yangqiu Song 1
Tomoki Toda 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
Matthias Scheutz 1
Dan Tasse 1
Francesca Odone 1
Amy Swanson 1
Nilanjan Sarkar 1
Catherine Plaisant 1
Fabian Christoffel 1
Belgin Mutlu 1
Ariel Rosenfeld 1
John O'Donovan 1
Joseph Konstan 1
Mihoko Fukushima 1
Stephen Perona 1
Thibaut Naour 1
Simone Stumpf 1
Andrew Ko 1
Andreas Kerren 1
Eyal Dim 1
Tsvi Kuflik 1
James Young 1
Rohit Kumar 1
Souneil Park 1
Maurits Kaptein 1
Nicholas Mattei 1
Judy Goldsmith 1
Tessa Lau 1
Alfred Kobsa 1
Emile Aarts 1
Heather Leary 1
Petros Daras 1
Mary Ellen Foster 1
Thaddeus Simons 1
Antonio Sánchez-Ruiz 1
Alexander Meschtscherjakov 1
Hannes Vilhjálmsson 1
Kwanliu Ma 1
David Ebert 1
Roberto Vezzani 1
Paolo Santinelli 1
Gregor Mehlmann 1
Florian Lingenfelser 1
Nadir Weibel 1
Kathleen McCoy 1
Edward Schwartz 1
Alex Mihailidis 1
Bob Kummerfeld 1
Luca Ducceschi 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
Bibek Paudel 1
Karinne Ramirez-Amaro 1
Humera Minhas 1
Ting Zhang 1
Yuting Li 1
Marius Kaminskas 1
Yihsuan Yang 1
Yuanching Teng 1
Jared Bott 1
Jean Frayret 1
Nicolas Gaud 1
Axel Soto 1
Martijn Willemsen 1
Franklin Harper 1
Kyle Duarte 1
Margaret Burnett 1
Victor Ng-Thow-Hing 1
Rafael Calvo 1
Atau Tanaka 1
Mario Gianni 1
Navid Fallah 1
Kostas Bekris 1
Fabian Bohnert 1
Marwa Mahmoud 1
Robert Woodbury 1
Daniel Keim 1
Maria Riveiro 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
Giovanni Semeraro 1
Helmut Prendinger 1
Yasmine El-Glaly 1
Angelo Cafaro 1
Nigel Bosch 1
Valerie Shute 1
Rosa Arriaga 1
Jie Lu 1
Satoshi Nakamura 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
Seiichi Yamamoto 1
Toyoaki Nishida 1
Hans Gellersen 1
Mathieu Boussard 1
Jodi Forlizzi 1
Chiara Pulice 1
Ziad Bawab 1
Lukas Lerche 1
Derek Bridge 1
Christian Jacquemin 1
David Meignan 1
Evangelos Milios 1
Eduardo Veas 1
Steven Sutherland 1
Tom Rodden 1
Takeo Igarashi 1
Thomas Dodson 1
Jeffrey Nichols 1
Ofra Amir 1
Apostolos Axenopoulos 1
Stavroula Manolopoulou 1
Luciana Benotti 1
Martin Villalba 1
Rahul Sukthankar 1
Wessel Kraaij 1
Marc Cavazza 1
Joao Catarino 1
Hansuk Shim 1
Alfredo Milani 1
Denis Parra 1
Anhong Guo 1
Yenling Kuo 1
Birago Jones 1
Denny Vrandečić 1
Jesse Vig 1
Elyon DeKoven 1
Zhenyucheryl Qian 1
Ionut Damian 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
Elio Masciari 1
Lorenzo Ferrone 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
Christoph Trattner 1
Sarit Kraus 1
Michael Young 1
Nava Tintarev 1
Keiichi Yamazaki 1
Rong Jin 1
Nargess Nourbakhsh 1
Magnus Sahlgren 1
Ipke Wachsmuth 1
Hana Boukricha 1
Juan Ye 1
Graeme Stevenson 1
Domenico Redavid 1
Geert Kruijff 1
Jun Rekimoto 1
Fabio Paternò 1
Panos Markopoulos 1
Philipp Wetzler 1
Jonas Etzold 1
Li Chen 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
David Oliver 1
Fang Chen 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
Yale Song 1
Joyce Chai 1
Kris Luyten 1
Pierrick Thébault 1
Javier San Agustin 1
Koen Van Boerdonk 1
Samer Al Moubayed 1
Jens Edlund 1
Kristina Yordanova 1
Valentin Enescu 1
Tracy Hammond 1
Chen Liu 1
Nicolas Courty 1
Shuichi Nishio 1
Baptiste Caramiaux 1
Ilias Apostolopoulos 1
Carolyn Rosé 1
Seungwoo Kang 1
Junehwa Song 1
Joshua Guerin 1
Bruno Zamborlin 1
Pierre Andrews 1
Pasquale Lops 1
Alexander Förster 1
Jürgen Schmidhuber 1
Hendrik Zender 1
Moran Dorfman 1
Eran Gazit 1
Jeffrey Hausdorff 1
Suzan Verberne 1
Rui Prada 1
Shuji Fujimoto 1
Andreas Uhl 1
Oliver Lemon 1
Clement Leung 1
Li Chen 1
Francis Quek 1
Zhong Ming 1
Ryan Baker 1
Spencer Compton 1
Shimei Pan 1
Graham Neubig 1
Tadas Baltrušaitis 1
Shilad Sen 1
Reid Swanson 1
Johannes Wagner 1
Yuhsuan Chan 1
Martino Lombardi 1
Seniz Demir 1
Craig Boutilier 1
Natalie Ruiz 1
Andrea Toso 1
Fabiana Vernero 1
Francesca Carmagnola 1

Affiliation Paper Counts
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
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
Stevens Institute of Technology 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 Bielefeld 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 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
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
Texas A and M University System 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
Universite Paris Saclay 3
Helsinki Institute for Information Technology 4
Advanced Telecommunications Research Institute International (ATR) 4
Royal Institute of Technology 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
University of Sydney 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
TU Dortmund University 5
Georgia Institute of Technology 6
University of Delaware 6
University of Bari 6
University of Colorado at Boulder 6
Purdue University 6
Seikei University 6
Instituto Superior Tecnico 7
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
Eindhoven University of Technology 9
University of Augsburg 9
Nippon Telegraph and Telephone Corporation 10
Telecom Italia 10
CSIRO Data61 11
Carnegie Mellon University 11
University of Turin 20

ACM Transactions on Interactive Intelligent Systems (TiiS)

Volume 7 Issue 3, October 2017
Volume 7 Issue 2, July 2017
Volume 7 Issue 1, March 2017

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)

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

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

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

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

Volume 1 Issue 1, October 2011
All ACM Journals | See Full Journal Index

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