ACM IUI 2018

1

TABLE OF CONTENTSCHAIRS’ WELCOME ................................................................................. 2
IUI 2018 ORGANIZING COMMITTEE ........................................................ 4
FLOOR MAPS ......................................................................................... 10
PROGRAM AT A GLANCE....................................................................... 12
KEYNOTES............................................................................................. 17
WORKSHOPS......................................................................................... 20
SESSION SCHEDULE ............................................................................ 27
SOCIAL PROGRAM ................................................................................ 41
LOCAL INFORMATION ........................................................................... 43
SPONSORS AND SUPPORTERS ........................................................... 44

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7 ‒ 11 March 2018, Tokyo, JapanCHAIRS’ WELCOME
It’s our great pleasure to welcome you to the 2018 ACM International Conference on Intelligent
User Interfaces (IUI 2018), held in Tokyo from 7-11 of March.
This is the twenty-third IUI conference, continuing its tradition of being the main international
forum for reporting outstanding research at the intersection of Human Computer Interaction(HCI) and Artificial Intelligence (AI). The work that appears at IUI bridges these two fields anddelves also into related fields, such as psychology, cognitive science, computer graphics, thearts, and others. Members of the IUI community are interested in improving the symbiosis
between humans and computers, and in making systems adapt to humans rather than the otherway around.
The program of IUI 2018 reflects the growth of the Intelligent User Interfaces researchcommunity. The calls for contributions attracted 297 full and short paper submissions from allover the world (a record number for the IUI conference series), 127 submissions of posters anddemos, and 22 submissions to the student consortium. The conference committee accepted 68
papers (43 long papers and 25 short papers), covering a diverse range of topics, as reflected in
the conference session titles. The conference program also includes 35 posters, 30 demos, and11 student consortium papers. Building on the tradition of collaboration of IUI with ACM TiiS
journal, 4 papers that were published by the journal in 2017 will be presented at the conference
and selected papers presented at the conference will be invited to submit extended versions to
the journal. In addition, IUI 2018 will feature 7 workshops on topics related to Intelligent User
Interfaces.
One of the main features of the conference are the 3 keynote talks. James A. Landay from
Stanford University will open the conference with a keynote talk entitled "From On Body to Out
of Body User Experience." Following this, Masataka Goto from the National Institute ofAdvanced Industrial Science and Technology (AIST) will present his talk "Intelligent MusicInterfaces." Finally, Jennifer Golbeck from the University of Maryland will present her talk
"Surveillance or Support: When Personalization Turns Creepy." IUI 2018 will also feature thesecond edition of the lasting Impact Award, celebrating an impactful paper presented at one ofthe past editions of IUI.
A novel aspect of IUI 2018 will be its co-location with IPSJ Interaction 2018, the leading domestic
HCI conference in Japan. The two conferences will be held in the Hitotsubashi Hall and will bescheduled back-to-back, allowing the participants of one conference to also take part in the other.
The two conferences will have a shared day that will feature the keynote talk of James A. Landay
and a shared interactive poster/demo session. This co-location of the conferences will expose
IUI to the local research community and hopefully attract new participants. We thank the IPSJ
(Information Processing Society in Japan), and especially the five special-interest groups thatorganize IPSJ Interaction: IPSJ SIG-HCI, SIG-GN, SIG-UBI, SIG-EC and SIG-DCC. Without
their immense help, this co-location would not have been possible. We also thank SIGCHI for
their funding for Internationalisation, Diversity and Inclusion events at SIGCHI Sponsored

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ACM IUI 2018
Conferences to support this co-location.

This year the IUI community honours Charles Rich, professor of computer science at Worcester
Polytechnic Institute (WPI), principal research scientist at MIT and a founding member anddistinguished scientist at the Mitsubishi Electronic Research Laboratories (MERL). Charles wasa pioneer in artificial intelligence (AI) and human-computer interaction who died Jan. 3 this year.
Please join us at Session 3B where we honour Charles whose goal was to improve ourinteractions with technology of all kinds by making them more intuitive, natural, and productive.
You can learn more about Charles and his life here: https://www.wpi.edu/news/memoriamcharles-rich-computer-science-professor-and-artificial-intelligence-pioneer
IUI 2018 has been a product of a vibrant and supportive community, and a cohort of amazingorganizers, who have generously volunteered much of their own time. Their names can be foundin the following pages. All the members of the organizing committee have done a stellar job of
coordinating the many parts that go into putting together a great conference. We extend our
deepest gratitude to the 43 Senior Program Committee members for coordinating the papers
review process, as well as the 107 members of the long/short papers' Program Committee andthe 90 members of the Posters/Demos Program Committee for providing high quality reviews.
The local organizers have worked particularly hard and a special big thank you goes to all theother members of the organizing committee. THANK YOU all!
Most importantly, we thank the authors of all the contributions - technical program,posters/demos, student consortium, and workshops - for providing the content of IUI 2018. The
process was competitive and selective, and allowed us to develop the excellent program that is
the heart of the conference.
Last but not least, we gratefully thank the traditional sponsors of IUI - ACM SIGCHI and ACM
SIGAI - and our corporate supporters: Adobe (Silver supporter), DAYPLA (Silver supporter),
LIFULL (Silver supporter), Yahoo! Japan (Bronze supporter), and Rakuten (Bronze supporter).
Their generous funding helped immensely.
We hope you find the program of IUI 2018 interesting and thought-provoking. We also hope theconference provides you with a valuable opportunity to share ideas with other researchers andpractitioners from around the world, leading to further advancements in the exciting research
field of Intelligent User Interfaces.

Shlomo Berkovsky, Yoshinori Hijikata,and Jun Rekimoto

Margaret Burnett, Mark Billinghurst,
and Aaron Quigley

IUI 2018 General Chairs

IUI 2018 Program Chairs

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7 ‒ 11 March 2018, Tokyo, JapanIUI 2018 ORGANIZING COMMITTEE
General Chairs:

Shlomo Berkovsky (CSIRO, Australia)
Yoshinori Hijikata (Kwansei Gakuin University, Japan)
Jun Rekimoto (University of Tokyo, Japan)

Program Chairs:

Margaret Burnett (Oregon State University, USA)
Mark Billinghurst (University of South Australia, Australia)
Aaron Quigley (University of St Andrews, UK)

Workshops/Tutorials Chairs:

Takanori Komatsu (Meiji University, Japan)
Alan Said (University of Skövde, Sweden)

Posters/Demos Chairs:

Li Chen (Hong Kong Baptist University, Hong Kong)
Masahiro Hamasaki (AIST, Japan)
Masataka Imura (Kwansei Gakuin University, Japan)

Student Consortium Chairs:

Jason Orlosky (Osaka University, Japan)
Naomi Yamashita (NTT Communication Science Laboratories, Japan)

Local Arrangements Chairs:

Kiyoshi Kiyokawa (NAIST, Japan)
Satoshi Nakamura (Meiji University, Japan)

Sponsorship Chairs:

Casey Dugan (IBM Research, USA)
Tobias Grosse-Puppendahl (Porsche, Germany)
Makoto Okamoto (Academic Resource Guide, Japan)

Treasurers:

Shinsuke Nakajima (Kyoto Sangyo University, Japan)
John O'Donovan (University of California, Santa Barbara, USA)
Kenta Oku (Ryukoku University, Japan)

Registration Chair:
Proceedings Chairs:

Daisuke Kitayama (Kogakuin University, Japan)
Matt Dennis (University of Portsmouth, UK)
Ben Steichen (California State Polytechnic University, USA)
Takehiro Yamamoto (Kyoto University, Japan)

Publicity Chairs:

Yuichi Itoh (Osaka University, Japan)
Christoph Trattner (MODUL University, Austria)
Yong Zheng (Illinois Institute of Technology, USA)

Student Volunteer Chair:Webmasters:

Takayuki Itoh (Ochanomizu University, Japan)
Yuichi Itoh (Osaka University, Japan)
Tomu Tominaga (Osaka University, Japan)

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ACM IUI 2018

Senior Program Committee:l Elisabeth Andrè (Augsburg University,
Germany)l Joshi Anirudha (IIT Bombay, India)
l Lora Aroyo (VU University Amsterdam,
Netherlands)l Peter Brusilovsky (University of Pittsburgh,USA)l Petteri Nurmi (Helsinki Institute for Information
Technology, Finland)l John O'Donovan (University of California,
Santa Barbara, USA)l Nuria Oliver (Vodafone/Data-Pop Alliance,
Spain)l Cecile Paris (CSIRO, Australia)l Andrea Bunt (University of Manitoba, Canada)l Fabio Paterno (CNR-ISTI, Italy)l Marc Cavazza (University of Kent, UK)l Daisuke Sakamoto (Hokkaido University,l Cristina Conati (University of British Columbia,
Canada)l Anind Dey (Carnegie Mellon University, USA)

Japan)l Barry Smyth (University College Dublin,
Ireland)l Jill Freyne (CSIRO, Australia)l Simone Stumpf (City University London, UK)l Cristina Gena (Universita' di Torino, Italy)l Maki Sugimoto (Keio University, Japan)l Ido Guy (Yahoo Labs, Israel)l Itoh Takayuki (Ochanomizu University, Japan)l Tracy Hammond (Texas A&M University, USA)l Nava Tintarev (TU Delft, Amsterdam,l Eelco Herder (Radboud University Nijmegen,
Netherlands)
l Masahiko Inami (University of Tokyo, Japan)

Netherlands)l Feng Tian (Chinese Academy of Sciences,
China)l Giulio Jacucci (Univeristy of Helsinki, Finland)l Ilaria Torre (University of Genoa, Italy)l Anthony Jameson (DFKI, Germany)l Matthew Turk (University of California, Santal Joaquim Jorge (Universidade de Lisboa,
Portugal)l Per-Ola Kristensson (University of Cambridge,
UK)l Antonio Krueger (DFKI, Germany)l Tsvi Kuflik (The University of Haifa, Israel)l Elisabeth Lex (Graz University of Technology,
Austria)l Henry Lieberman (Massachusetts Institute ofTechnology, USA)l Brian Lim (National University, Singapore)l Hamasaki Masahiro (AIST, Japan)l Wendy E. Mackay (INRIA, France)l Luana Micallef (Helsinki Institute for Information
Technology, Finland)l Jeffrey Nichols (Google, USA)

Barbara, USA)l Jean Vanderdonckt (Université Catholique deLouvain, Belgium)l Nakano Yukiko (Seikei University, Japan)

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7 ‒ 11 March 2018, Tokyo, Japan

Long/Short Papers Program Committee:l Aonghus, Lawlor (University College Dublin,
Ireland)l Garijo, Daniel (Information Sciences Institute
USC, USA)l Ardissono, Liliana (University of Torino, Italy)l Garzotto, Franca (Politecnico di Milano, Italy)l Ardito, Carmelo (University of Bari Aldo Moro,l Genaro Motti, Vivian (George Mason

Italy)

University, USA)l Avrahami, Daniel (FXPAL, USA)l Ghosh, Sanjay (Samsung R&D Institute, India)

l Berthouze, Nadia (University College London,l Guerra, Julio (Universidad Austral de Chile,UK)l Bird, Jon (City, University of London, UK)l Bogina, Veronika (Haifa University, Israel)

Chile)l Hayashi, Yuki (Osaka Prefecture University,
Japan)

l Borgo, Rita (King's College London, UK)l Holz, Christian (Microsoft Research, USA)l Butz, Andreas (LMU, Germany)l Hoque, Enamul (Stanford University, USA)l Campos, José (University of Minho, Portugal)l Hsiao, Sharon (I-Han) (Arizona Statel Carrascal, Juan Pablo (Microsoft, USA)

University, USA)l Cena, Federica (University of Torino, Italy)l Huang, Liang (Oregon State University, USA)l Ceolin, Davide (Centrum Wiskunde enl Itoh, Masahiko (The University of Tokyo / NICT,

Informatica, Netherlands)l Champin, Pierr-Antoine (University of Lyon,
France)l Chen, Li (Hong Kong Baptist University, HongKong)l Chollet, Mathieu (USC ICT, USA)l Čopič Pucihar, Klen (University of Primorska,
Slovenia)l Dalvi, Girish (Indian Institute of Technology
Bombay, India)
l Daly, Elizabeth (IBM Research, Ireland)l De Carolis, Bernardina (University of Bari, Italy)

Japan)l Jahanian, Ali (MIT, USA)l Kang,Byungkyu (Jay) (Nokia, USA)l Kato, Jun (AIST, Japan)l Katrin, Plaumann (Ulm University, Germany)l Kleanthous, Styliani (University of Cyprus,
Cyprus)l Kljun, Matjaž (University of Primorska,
Slovenia)l Komatani, Kazunori (Osaka University, Japan)l Koolen, Marijn (Royal Academy for Arts andSciences, Netherlands)l DeLine, Robert (Microsoft Research, USA)l Koyama, Yuki (AIST, Japan)l Dibie, Ogheneovo (Electronic Arts, USA)l Kunze, Kai (Keio University, Japan)l Dmello, Sidney (University of Colorado,l Lanir, Joel (University of Haifa, Israel)

Boulder, USA)l Dumas, Bruno (University of Namur, Belgium)l Ferrario, Maria Angela (Lancaster University,
UK)l Flores-Saviaga, Claudia (West Virginia
University, USA)l Funakoshi, Kotaro (Kyoto University, Japan)l LaViola, Joseph (UCF, USA)l Lee, Doris Jung-Lin (University of Illinois,
Urbana-Champaign, USA)l Li, Fuxin (Oregon State University, USA)l Liao, Q. Vera (IBM Research, USA)l Lisowska Masson, Agnes (University of
Fribourg, Switzerland)

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ACM IUI 2018

Long/Short Papers Program Committee (continued):l Lombardi, Ilaria (University of Torino, Italy)l Ludwig, Bernd (University Regensburg,
Germany)l Lumsden, Jo (Aston University, UK)l Mac Namee, Brian (University College Dublin,
Ireland)l Macbeth, Jamie (Fairfield University, USA)l Malizia, Alessio (Brunel University London, UK)l Manca, Marco (ISTI-CNR Pisa, Italy)l Marivate, Vukosi (Rutgers University, USA)l Mauro, Noemi (University of Turin, Italy)l Mirri, Silvia (University of Bologna, Italy)l Misu, Teruhisa (Honda Research Institute,USA)l Mohan, Shiwali (PARC, USA)l Mokatren, Moayad (University of Haifa & DFKI,
Israel & Germany)l Mokryn, Osnat (University of Haifa, Israel)l Nakano, Mikio (Honda Research Institute,Japan)l Sarcar, Sayan (Kochi University of Technology,
Japan)l Sari, Eunice (UX Indonesia, Indonesia)l Sarkar, Advait (Microsoft Research Cambridge,UK)l Savage, Saiph (West Virginia University &UNAM, USA & Mexico)l Sayago, Sergio (University of Barcelona,
Spain)l Schiavo, Gianluca (Schiavo, FBK - Fondazione
Bruno Kessler, Italy)l Schöning, Johannes (University of Bremen,
Germany)l Sheidin, Julia (University of Haifa, Israel)l Smith, Alison (Decisive Analytics & University of
Maryland, USA)l Sorathia, Keyur (Indian Institute of Technology
Guwahati, India)
l Spano, Lucio Davide (Spano, University of
Cagliari, Italy)l Nakano, Tomoyasu (AIST, Japan)l Steichen, Ben (Santa Clara University, USA)l Ngai, Grace (Hong Kong Polytechnicl Taylor, Alex (Microsoft Research, UK)

University, Hong Kong)l Okada, Shogo (AIST, Japan)l Vatavu, Radu-Daniel (University of Suceava,
Romania)l Orlosky, Jason (Osaka University, Japan)l Verbert, Katrien (KU Leuven, Belgium)l Pau, Giovanni (Kore University of Enna, Italy)l Vernero, Fabiana (University of Torino, Italy)l Pielot, Martin (Telefonica Research, Spain)l Votis, Konstantinos (Information Technologiesl Prasov, Zahar (The Charles Stark Draper
Laboratory, USA)l Ramos, Gonzalo (Microsoft, USA)l Rapp, Amon (University of Torino, Italy)l Rau, Martina (University of Wisconsin Madison, USA)l Rohs, Michael (University of Hannover,Germany)

Institute, Greece)l Wander, Jeremiah (Microsoft, USA)l Wecker, Alan (University of Haifa & Universityof Trento, Israel & Italy)
l Xiao, Robert (Carnegie Mellon University, USA)l Xu, Anbang (IBM Research, USA)l Yang, Jie (Delft University of Technology,
Netherlands)l Said, Alan (University of Skövde, Sweden)l Yu, Kun (CSIRO, Australia)l Santoro, Carmen (CNR-ISTI, Italy)l Zheng, Yong (Illinois Institute of Technology,

l Santos, Olga (aDeNu Research Group, UNED,
Spain)

USA)

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7 ‒ 11 March 2018, Tokyo, Japan

Posters/Demos Program Committee:l Altmeyer, Maximilian (DFKI, Germany)l Ardissono, Liliana (University of Torino, Italy)

l Ionescu, Bogdan (University Politehnica of
Bucharest, Romania)l Blat, Josep (University Pompeu Fabra, Spain)l Itoh, Yuichi (Osaka University, Japan)l Boratto, Ludovico (EURECAT, Spain)l Jung, Hyunggu (University of Washington,l Butz, Andreas (LMU, Germany)l Callaway, Charles (Fondazione Bruno Kessler,
Italy)

USA)
l Karatzoglou, Alexandros (Telefonica Research,
Spain)l Cena, Federica (University of Torino, Italy)l Kazuya, Murao (Ritsumeikan University, Japan)l De Carolis, Bernardina (University of Bari, Italy)l Kleanthous, Styliani (University of Cyprus,l Demmans Epp, Carrie (University of Alberta,
Canada)l Dittmar, Christian (Friedrich-AlexanderUniversity, Germany)l Dumas, Bruno (University of Namur, Belgium)l Durand, Guillaume (National Research Councilof Canada, Canada)l Fan, Xiangmin (Chinese Academy of Sciences,
China)
l Ferwerda, Bruce (Jönköping University,
Sweden)l Fonseca, Manuel J. (University of Lisbon,
Portugal)l Fujinaga, Ichiro (McGill University, Canada)l Furukawa, Masahiro (Osaka University, Japan)l Gasparetti, Fabio (Roma Tre University, Italy)
l Gatti, Lorenzo (FBK-irst, Italy)l Gena, Cristina (University of Torino, Italy)l Genaro Motti, Vivian (George Mason
University, USA)l Germanakos, Panagiotis (University of Cyprus,
Cyprus)l Gouyon, Fabien (Pandora, USA)l Guchev, Vladimir (University of Torino, Italy)l Hamasaki, Masahiro (AIST, Japan)l Hashida, Mitsuyo (Soai University, Japan)l Herbig, Nico (DFKI, Germany)l Hirai, Shigeyuki (Kyoto Sangyo University,
Japan)l Imura, Masataka (Osaka University, Japan)

Cyprus)l Kljun, Matjaž (University of Primorska,
Slovenia)l Knees, Peter (TU Wien, Austria)
l Kohlsdorf, Daniel (Georgia Institute ofTechnology, USA)l Kono, Yasuyuki (Kwansei Gakuin University,
Japan)l Kosmalla, Felix (DFKI, Germany)l Kuflik, Tsvi (University of Haifa, Israel)l Kuramoto, Itaru (Osaka University, Japan)l Lanir, Joel (University of Haifa, Israel)l Loizou, Styliani Kleanthous (University ofCyprus, Cyprus)l Ludwig, Bernd (University Regensburg,
Germany)l Mac Namee, Brian (University College Dublin,
Ireland)l Manca, Marco (Manca, Italy)l Marolt, Matija (University of Ljubljana, Slovenia)l Marques, Diogo (University of Lisbon, Portugal)l Matsumura, Kohei (Ristumeikan University,
Japan)l Minakuchi, Mitsuru (Kyoto Sangyo University,
Japan)l Mitake, Hironori (Tokyo Institute of Technology,
Japan)l Munekata, Nagisa (Hokkaido University, Japan)l Nakano, Mikio (Honda Research Institute,Japan)

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ACM IUI 2018

Posters/Demos Program Committee (continued):l Narducci, Fedelucio (University of Bari Aldo
Moro, Italy)l Okada, Shogo (AIST, Japan)l Orlosky, Jason (Osaka University, Japan)l Parra, Denis (Pontificia Universidad Catolica deChile, Chile)l Pereira, Lucas (University of Madeira, Portugal)l Pham, Phuong (University of Pittsburgh, USA)l Polignano, Marco (University of Bari, Italy)l Rapp, Amon (University of Torino, Italy)l Rauber, Andreas (TU Wien, Austria)
l Sakaguchi, Saki (Kansai University, Japan)l Sakata, Nobuchika (Nara Institute of Scienceand Technology, Japan)l Santoro, Carmen (Santoro, Italy)l Schiavo, Gianluca (FBK - Fondazione Bruno
Kessler, Italy)l Sezgin, T. Metin (Koc University, Turkey)l Spano, Lucio Davide (University of Cagliari,
Italy)
l Stober, Sebastian (Potsdam, Germany)l Su, Xiaojun (Chinese Academy of Sciences,
China)l Sugiura, Yuta (Keio University, Japan)l Taele, Paul (Texas A&M University, USA)l Takashima, Kazuki (Tohoku University, Japan)l Terada, Tsutomu (Kobe University, Japan)l Tomeo, Paolo (University of Bari, Italy)l Uranishi, Yuki (Osaka University, Japan)l Vaish, Rajan (Stanford University, USA)l Votis, Konstantinos (Information Technologies
Institute, Greece)l Wang, Yi (University of California, USA)l Wauck, Helen (University of Illinois at UrbanaChampaign, USA)l Wu, Wen (Hong Kong Baptist University, HongKong)l Xiao, Xiang (University of Pittsburgh, USA)l Xiao, Ziang (University of Illinois UrbanaChampaign, USA)l Yamamoto, Goshiro (Kyoto University Hospital,
Japan)l Yang, Yi-Hsuan (Academia Sinica, Taiwan)l Yu, Kun (CSIRO, Australia)l Zhang, Amy (Massachusetts Institute ofTechnology, USA)l Zheng, Yong (Illinois Institute of Technology,
Chicago, USA)l Zhou, Sharon (Stanford University, USA)10

7 ‒ 11 March 2018, Tokyo, JapanFLOOR MAPS

March 7

Interaction
DemosSpecial conf. rooms

Registration

Main
Entrance

1F
Interaction
Demos

IUI Keynote
Hitotsubashi Hall
4

Mid-size rooms
3
2

1

IUI Posters

Interaction Demos

2F

VIP
room

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ACM IUI 2018

March 8-10
All Events
4Mid-size rooms
3
2

1

Registration

2F

4

WII

ExSS

Workshops
ESIDA

HUMANIZE /SymCollab

March 11Mid-size rooms
3
2

1

Registration

Workshops
MILC

2F

203

202

UISTDA201

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7 ‒ 11 March 2018, Tokyo, JapanPROGRAM AT A GLANCE
Wednesday, March 7th
Shared day with IPSJ Interaction
Time

Schedule

Registration / Support Desk Hours (11:40 – 17:00, 1F Lobby)
11:40 – 13:00

Lunch (your own)

13:00 – 15:00

Poster Session (shared with IPSJ Interaction)IUI 2018 posters and Student Consortium posters (2F)
IPSJ Interaction demos (1F & 2F)

15:00 – 15:20

Coffee Break

15:20 – 16:50

Keynote (2F Hitotsubashi Hall)
From on Body to Out of Body User Experience
Professor James A. Landay (Stanford University)
Chair: Jun Rekimoto (University of Tokyo)

17:30 – 20:00

Welcome Reception

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ACM IUI 2018

Thursday, March 8th
Conference day 1
Time

Schedule
Registration / Support Desk Hours (9:15 – 18:00, 2F)

9:30 – 10:45

Keynote (2F Mid-size room 1-4)
Intelligent Music Interfaces
Dr. Masataka Goto (National Institute of Advanced Industrial
Science and Technology (AIST))
Chair: Yoshinori Hijikata (Kwansei Gakuin University)

10:45 – 11:15

Coffee Break

11:15 – 12:45

Session 1A:

Session 1B:(2F Mid-size room 3-4)

(2F Mid-size room 1-2)

Recommender Systems

Multimodal Interfaces

Chair: John O'Donovan(UCSB)

Chair: Osnat Mokryn (Universityof Haifa)

12:45 – 14:00

Lunch (your own)

14:00 – 16:00

Session 2A:

Session 2B:(2F Mid-size room 3-4)

(2F Mid-size room 1-2)

Evaluation of IUIs

Modelling and Predicting User
Behavior

Chair: Simone Stumpf(University of London)

Chair: Jeff Nichols (Google)

16:00 – 16:30

Coffee Break

16:30 – 18:15

Session 3A:

Session 3B:(2F Mid-size room 3-4)

(2F Mid-size room 1-2)

XAI: Explainable IUIsInteractive Machine Learning
and Analysis

Chair: Vera Liao (IBMResearch)

Chair: Elizabeth Daly (IBMResearch)
In Memoriam: Charles Rich,
Computer Science Professor andArtificial Intelligence Pioneer

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7 ‒ 11 March 2018, Tokyo, Japan

Friday, March 9th
Conference day 2
Time

Schedule
Registration / Support Desk Hours (9:15 – 18:00, 2F)

9:15 – 10:15

Keynote (2F Mid-size room 1-4)
Surveillance or Support: When Personalization Turns Creepy
Professor Jennifer Golbeck (University of Maryland)
Chair: Shlomo Berkovsky (CSIRO)

10:15 – 10:45

Coffee Break

10:45 – 12:45

Session 4A:

Session 4B:(2F Mid-size room 3-4)

(2F Mid-size room 1-2)

Information Retrieval andSearchPersuasive and Assistive IUIs

Chair: Cecile Paris(CSIRO)

Chair: Brian Lim (National
University of Singapore)

12:45 – 14:00

Lunch (your own)

14:00 – 16:00

Session 5A:

Session 5B:(2F Mid-size room 3-4)

(2F Mid-size room 1-2)

IUIs for Wearable, Mobile
and Ubiquitous
ComputingIntelligent Visualization and Smart
Environments

Chair: Antonio Krüger(DFKI)

Chair: Giulio Jacucci (Helsinki
Institute for Information
Technology HIIT)

16:00 – 16:30

Coffee Break

16:30 – 18:00

Student Consortium (2F Mid-size room 3-4)
Session SC-1:
Session SC-2:

Session SC-3:(2F Mid-size room 3-4)

(2F Mid-size room 2)(2F Mid-size room 1)Intelligent Health
Care

Interaction and
Behavior

Modeling

19:15 – 22:00

Conference Dinner
Shuttle buses will leave at 18:15 in front of the building of
Hitotsubashi Hall.

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ACM IUI 2018

Saturday, March 10th
Conference day 3
Time

Schedule
Registration / Support Desk Hours (9:15 – 16:30, 2F)

9:15 – 11:00

Impact Award & Town Hall Meeting (2F Mid-size room 1-4)

11:00 – 11:30

Coffee Break

11:30 – 13:15

Session 6A:

Session 6B:(2F Mid-size room 3-4)

(2F Mid-size room 1-2)

IUIs for Complex Tasks

Social Media andRecommenders

Chair: Alison Smith(University of Maryland)

Chair: Takayuki Itoh(Ochanomizu University)

13:15 – 14:30

Lunch (your own)

14:30 – 16:45

Demo Session (including coffee break)(2F Mid-size room 1-4)

Closing (2F Mid-size room 1-4)

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7 ‒ 11 March 2018, Tokyo, Japan

Sunday, March 11th
Workshop day
Full dayworkshops

Time

Half dayworkshops

Registration / Support Desk Hours (9:15 – 15:30, 2F)
9:15 – 10:45
AM Session 1
10:45 – 11:00
Coffee Break
11:00 – 12:30
AM Session 2

ESIDA(2F Mid-size room 3)

Exploratory Search andInteractive Data Analytics
WII

HUMANIZE(2F Mid-size room 4)
Theory-Informed User
Modeling for Tailoring and
Personalizing Interfaces(2F Mid-size room 2)

UISTDAWeb Intelligence andInteraction(2F Room 201)

ExSS

User Interfaces for SpatialTemporal Data Analysis(2F Mid-size room 1)

12:30 – 13:30
Lunch(your own)
13:30 – 15:00
PM Session 1
15:00 – 15:15
Coffee Break
15:15 – 16:45
PM Session 2

Explainable Smart
Systems
MILC(2F Room 202-203)

SymCollab

Intelligent Music Interfaces
for Listening and Creation(2F Mid-size room 4)

Symbiotic Interaction andHarmonious Collaboration for
Wisdom Computing

ACM IUI 201817

KEYNOTES
From on Body to Out of Body User Experience
March 7th, 15:20 - 16:50, 2F Hitotsubashi Hall

James A. Landay
Stanford University

Abstract
Today’s most common user interfaces represent an incremental change from the GUI
popularized by the Apple Macintosh in 1984. Over the last 30 years the dominant hardware haschanged drastically while the user interface has barely moved: from one hand on a mouse totwo fingers on a panel of glass. I will illustrate how we are building on-body interfaces of the
future that further engage our bodies by using muscle sensing for input and vibrotactile output,
offering discrete and natural interaction on the go. I will also show how other interfaces we aredesigning take an even more radical approach, moving the interface off the human body
altogether and onto drones that project into the space around them. Finally, I will introduce a
new project where we envision buildings as hybrid physical-digital spaces that both sense andactuate to improve human wellbeing.

Biography
James Landay is a Professor of Computer Science and the Anand Rajaraman and Venky
Harinarayan Professor in the School of Engineering at Stanford University. He specializes inhuman-computer interaction. He is the founder and co-director of the World Lab, a joint researchand educational effort with Tsinghua University in Beijing. Previously, Landay was a Professorof Information Science at Cornell Tech in New York City, a Professor of Computer Science &Engineering at the University of Washington, and a Professor in EECS at UC Berkeley. From2003 through 2006 he was the Laboratory Director of Intel Labs Seattle, a university affiliatedresearch lab that explored the new usage models, applications, and technology for ubiquitous
computing. He was also the chief scientist and co-founder of NetRaker, which was acquired by
KeyNote Systems in 2004. Landay received his BS in EECS from UC Berkeley in 1990, and MS
and PhD in Computer Science from Carnegie Mellon University in 1993 and 1996, respectively.
He is a member of the ACM SIGCHI Academy and he is an ACM Fellow.

18

7 ‒ 11 March 2018, Tokyo, JapanIntelligent Music Interfaces
March 8th, 9:30 - 10:45, 2F Mid-size room 1-4

Masataka Goto
National Institute of Advanced Industrial Scienceand Technology (AIST)
https://staff.aist.go.jp/m.goto/

Abstract
Automatic music-understanding technologies (automatic analysis of music signals) makepossible the creation of intelligent music interfaces that enrich music experiences and open up
new ways of listening to music. In the past, it was common to listen to music in a somewhat
passive manner; in the future, people will be able to enjoy music in a more active manner byusing music technologies. Listening to music through active interactions is called active music
listening.
In this keynote speech I first introduce active music listening interfaces demonstrating how end
users can benefit from music-understanding technologies based on signal processing and/or
machine learning. By analyzing the music structure (chorus sections), for example, theSmartMusicKIOSK interface enables people to access their favorite part of a song directly(skipping other parts) while viewing a visual representation of the song's structure. I thenintroduce our recent challenge of deploying such research-level music interfaces as web
services open to the public. Those services augment people's understanding of music, enable
music-synchronized control of computer-graphics animation and robots, and provide various
bird's-eye views on a large music collection.

Biography
Masataka Goto received the Doctor of Engineering degree from Waseda University in 1998. He
is currently a Prime Senior Researcher at the National Institute of Advanced Industrial Scienceand Technology (AIST). In 1992 he was one of the first to start working on automatic music
understanding and has since been at the forefront of research in music technologies and music
interfaces based on those technologies. Over the past 25 years he has published more than
250 papers in refereed journals and international conferences and has received 46 awards,
including several best paper awards, best presentation awards, the Tenth Japan Academy
Medal, and the Tenth JSPS PRIZE. He has served as a committee member of over 110 scientificsocieties and conferences, including the General Chair of ISMIR 2009 and 2014. In 2016, as
the Research Director he began a 5-year research project (OngaACCEL Project) on musictechnologies, a project funded by the Japan Science and Technology Agency (ACCEL, JST).

ACM IUI 201819

Surveillance or Support: When Personalization Turns Creepy
March 9th, 9:15 - 10:15, 2F Mid-size room 1-4

Jennifer Golbeck
University of Maryland

Abstract
Personalization, recommendations, and user modeling can be powerful tools to improve
people's experiences with technology and to help them find information. However, we also knowthat people underestimate how much of their personal information is used by our technology
and they generally do not understand how much algorithms can discover about them.
Both privacy and ethical technology have issues of consent at their heart. While many
personalization systems assume most users would consent to the way they employ
personaldata, research shows this is not necessarily the case. This talk will look at how to
consider issues of privacy and consent when users cannot explicitly state their preferences, The
Creepy Factor, and how to balance users' concerns with the benefits personalized technology
can offer.

Biography
Jennifer Golbeck is Director of the Social Intelligence Lab and an Associate Professor in theCollege of Information Studies at the University of Maryland, College Park where she is directorof the Social Intelligence Lab.
Her research focuses on analyzing and computing with social media, focused on predicting user
attributes, and using the results to design and build systems that improve the way people interact
with information online. She also studies malicious behavior online, including bot detection,
online harassment, and fake news.
She received an AB in Economics and an SB and SM in Computer Science at the University of
Chicago, and a Ph.D. in Computer Science from the University of Maryland, College Park.

20

7 ‒ 11 March 2018, Tokyo, Japan

WORKSHOPS
ESIDA: Exploratory Search and Interactive Data Analytics
FULL DAY: March 11th, 9:15 – 16:45, 2F Mid-size room 3

Organizers
l
l
l
l
l

Dorota Glowacka, School of Informatics, University of Edinburgh
Evangelos Milios, Faculty of Computer Science, Dalhousie University
Axel J. Soto, School of Computer Science, University of Manchester
Fernando V. Paulovich, Faculty of Computer Science, Dalhousie University
Denis Parra, Department of Computer Science, Pontificia Universidad Catolica deChileWebsitehttps://sites.google.com/view/esida2018

Summary
The aim of this workshop is to explore new methods and interface/system design for interactive
data analytics and management in various domains, including specialised text collections (e.g.
legal, medical, scientific), multimedia, and bioinformatics, as well as for various tasks, such as
semantic information retrieval, conceptual organization and clustering of data collections forsense making, semantic expert profiling, and document/multimedia recommender systems. The
primary audience of the workshop are researchers and practitioners in the area of interactive
and personalised system design as well as interactive machine learning both from academia
and industry. IUI, with its focus on the intersection of HCI and AI, is a perfect venue where
researchers from system/interface design community and the machine learning community canmeet.

ACM IUI 2018

21

WII: Web Intelligence and Interaction
FULL DAY: March 11th, 9:15 – 16:45, 2F Mid-size room 2

Organizers
l
l
l
l
l

Yasufumi Takama, Tokyo Metropolitan University
Yukiko Kawai, Kyoto Sangyo University
Daisuke Kitayama, Kogakuin University
Taro Sugihara, Okayama University
Mitsuo Yoshida, Toyohashi University of Technology

Websitehttp://www.sigwi2.org/wii2018

Summary
Various contents and services have emerged on the Web, and user behaviors on the Web havediversified for being adapted the ramification. Therefore, we need to pay attention to interaction
among users, information, and systems in order to find fruitful ways for the Web use. Introducing
various intelligent technologies such as recommendation and natural language processing is
also another key aspect for tackling the ever-growing Web, with integrating with interactive
technologies. This workshop aims to bring together researchers to present and exchange ideas,
results, and experiences in the field of Web intelligence, especially focusing on its interactive
aspect.

22

7 ‒ 11 March 2018, Tokyo, Japan

ExSS: Explainable Smart Systems
FULL DAY: March 11th, 9:15 – 16:45, 2F Mid-size room 1

Organizers
l Brian Lim, National University of Singaporel Alison Smith, Decisive Analytics Corporationl Simone Stumpf, City, University of London

Websitehttp://explainablesystems.comp.nus.edu.sg/

Summary
Smart systems that apply complex reasoning to make decisions and plan behavior, such as
clinical decision support systems, personalized recommendations, and machine learningclassifiers, are difficult for users to understand. While research to make systems more
explainable and therefore more intelligible and transparent is gaining pace, there are numerous
issues and problems regarding these systems that demand further attention. The goal of thisworkshop is to bring researchers and industry together to address these issues, such as whenand how to provide an explanation to a user. The workshop will include a keynote, poster panels,
and group activities, with the goal of developing concrete approaches to handling challenges
related to the design and development of explainable smart systems.

ACM IUI 201823

MILC: Intelligent Music Interfaces for Listening and Creation
FULL DAY: March 11th, 9:15 – 16:45, 2F Room 202-203

Organizersl Peter Knees, Vienna University of Technologyl Markus Schedl, Johannes Kepler University Linz
l Rebecca Fiebrink, Goldsmiths, University of London

Websitehttps://iui2018milc.github.io

Summary
Today's music ecosystem is permeated by digital technology from recording to production to
distribution to consumption. Intelligent technologies and interfaces play a crucial role during allthese steps. On the music creation side, tools and interfaces like new sensor-based musicalinstruments or software like digital audio workstations (DAWs) and sound and sample browsers
support creativity. Generative systems can support novice and professional musicians byautomatically synthesising new sounds or even new musical material. On the music
consumption side, tools and interfaces such as recommender systems, automatic radio stations,or active listening applications allow users to navigate the virtually endless spaces of music
repositories.
Both ends of the music market therefore heavily rely on and benefit from intelligent approaches
that enable users to access sound and music in unprecedented manners. This ongoing trend
draws from manifold areas such as interactive machine learning, music information retrieval(MIR) in particular content-based retrieval systems, recommender systems, human computerinteraction, and adaptive systems, to name but a few prominent examples. The Workshop on
Intelligent Music Interfaces for Listening and Creation (MILC 2018) will bring together
researchers from these communities and provide a forum for the latest trends in user-centricmachine learning and interfaces for music consumption and creation.

24

7 ‒ 11 March 2018, Tokyo, JapanHUMANIZE: Theory-Informed User Modeling for Tailoring and
Personalizing Interfaces
HALF DAY: March 11th, 9:15 – 12:30, 2F Mid-size room 4

OrganizersllllMark P. Graus, Eindhoven University of Technology
Bruce Ferwerda, Jonkoping University & Johannes Kepler University
Marko Tkalcic, Free University of Bozen-Bolzano
Panagiotis Germanakos, SAP SE & University of Cyprus

Websitehttps://humanize2018.wordpress.com/

Summary
The HUMANIZE workshop aims to provide a venue for scholars to discover and discussresearch findings on how to incorporate psychological theory into personalized interfaces.
Personalization is often done through mining behavior data for patterns, but many examples
exist of improving personalization techniques by incorporating psychological understanding ofusers in the form of user models. HUMANIZE aims to explore the interface between purely datadriven approaches and approaches that incorporate theoretical knowledge of users of a system.

ACM IUI 201825

UISTDA: User Interfaces for Spatial-Temporal Data Analysis
HALF DAY: March 11th, 9:15 – 12:30, 2F Room 201

Organizers
l
l
l
l
l

Shoko Wakamiya, Nara Institute of Science and Technology
Adam Jatowt, Kyoto University
Yukiko Kawai, Kyoto Sangyo University
Toyokazu Akiyama, Kyoto Sangyo University
Ricardo Campos, Polytechnic Institute of Tomar, LIAAD INESC TEC

Websitehttp://sociocom.jp/~event/uistda2018/

Summary
Nowadays, humanity generates and contributes to form large and complex datasets, going fromdocuments published on media outlets, posts on social media or location-based information.
The generated information tends to be complex, heterogeneous (texts, images, videos, etc.)
and is growing at an incredible pace, with much of this data having a strong spatial and temporalfocus. This steady increase in the availability of such a volume of information, forces the needof the development of more effective user interfaces that would assist users in efficientvisualization, analysis and exploration of the data. The UISTDA workshop aims at sharing latest
progress and developments, current challenges and potential applications for exploiting large
amounts of spatial-temporal data. One practical application example to mention are specializedroute navigation and suggestion systems for pedestrians, cyclists, tourists, or minorities such as
elder people, pregnant, disabled people, etc. To generate route suggestions and explore
potential suggested routes users need effective systems and user interfaces. Effective data
preprocessing and management techniques are also needed for constructing large scale realworld applications or for investigating complex interaction patterns in order to detect usefulknowledge.

26

7 ‒ 11 March 2018, Tokyo, Japan

SymCollab:
Symbiotic
Interaction
Collaboration for Wisdom Computing

andHarmonious

HALF DAY: March 11th, 13:30 – 16:45, 2F Mid-size room 4

Organizers
l Kenji Mase, Nagoya Universityl Norihiro Hagita, ATR Intelligent Robotics Research Labsl Yukiko Nakano, Seikei University

Websitehttp://symcollab.info/2018/

SummaryThis workshop will introduce the CREST research programs on "Symbiotic Interaction" and"Harmonious Collaboration between Human and Machine", along with the project team
introduction with their progress and achievements. It is also open for the presentations of related
topics that may be the candidates of future research proposals.

27

ACM IUI 2018

SESSION SCHEDULE
Wednesday, March 7th
Shared day with IPSJ Interaction
Poster Session (13:00 – 15:00, 2F)
n SinkAmp: Interactive Sink to Detect Living Habits for Healthcare and Quality ofLife
Hiroaki Tobita, Koichi Miyazakin Cursor Entropy Reveals Decision Fatigue
Daniel Reinhardt, Jörn Hurtienne
n Supporting a Children's Workshop with Machine Translation
Mondheera Pituxcoosuvarn, Toru Ishida, Naomi Yamashita, Toshiyuki Takasaki, YumikoMorin Egocentric Video Multi-viewer for Analyzing Skilled Behaviors based on Gaze

ObjectYuki Umezawa, Takatsugu Hirayama, Yu Enokibori, Kenji Masen Convolutional Matrix Factorization for Recommendation Explanation
Yichao Lu, Ruihai Dong, Barry Smythn A Deep Learning Based Method For 3D Human PoseEstimation From 2D

Fisheye Images
Ching-Chun Chen, Chia-Min Wu, I-Chao Shen, Bing-Yu Chenn A Recommender System based on Detected Users' Complaints by Analyzing

Reviews
Toshinori Hayashi, Yuanyuan Wang, Yukiko Kawai, Kazutoshi Sumiya
n Impression-based Fabrication: A framework to Reflect Personal Preferences in

the Fabrication Process
Takashi Totsuka, Yuichiro Kinoshita, Shota Shiraga, Kentaro Go
n Infomation Display Method to Give the Non-Mechanical Impression by Imitating

the Communication with Pets
Suguru Arinami, Yu Suzuki
n A Configurable and Contextually Expandable Interactive Picture Exchange

Communication System (PECS) for Chinese Children with Autism
Tiffany Tang, Pinata Winoton Providing Adaptive and Personalized Visual Support based on Behavioral

Tracking of Children with Autism for Assessing Reciprocity and Coordination
Skills in a Joint Attention Training Application
Tiffany Tang, Pinata Winoto28

7 ‒ 11 March 2018, Tokyo, Japann Can You Help Me without Knowing Much? Exploring Cued-Knowledge Sharing

for Instructors’ Tutorial Generation
Chi-Lan Yang, Hao-Chuan Wangn Customizing User Experience with Adaptive Virtual Reality
Bachar Senno, Pedro Barchan On the Expression of Agent Emotions in Customer Support Dialogs in Social

Mediamichal shmueli scheuer, Jonathan Herzig, Tommy Sandbank, David Konopnicki
n Omni-Gesture: A Hand Gesture Interface for Omnidirectional Devices
Heesun Kim, Dongeon Lee, MIN GYEONG KIM, Hyejin Jang, Ji-hyung Parkn Assessing Cognitive Workload on Printed and Electronic Media using Eye-

Tracker and EDA Wristband
Iuliia Brishtel, Shoya Ishimaru, Olivier Augereau, Koichi Kise, Andreas Dengeln Trusting Strangers in Immersive Virtual Reality
Ceenu George, Malin Eiband, Michael Hufnagel, Heinrich Hussmannn Spatio-Temporal Visualization of Tweet Data around Tokyo Disney Land Using

VR
Kaya Okada, Mitsuo Yoshida, Takayuki Itoh, Tobias Czauderna, Kingsley Stephensn An Intelligent User Interface for Efficient Semi-automatic Transcription ofHistorical Handwritten Documents
Anders Hast, Ekta Vatsn ActiveMap: Visual Analysis of Temporal Activity in Social Media Sites
hagit ben shoshan, Osnat Mokryn
n Gaze Data Clustering and Analysis
Sangbong Yoo, Sujin Jeong, Yun Jangn Using Spatialized Audio to Improve Human Spatial Knowledge Acquisition in

Virtual Reality
Seraphina Yong, Hao-Chuan Wangn Muscle-Wire Glove: Pressure Based Haptic Interface
Cedric Caremel, George Chernyshov, Gemma Liu, Kai Kunze
n How

Personal Experience
Conversational AgentsandTechnical

Knowledge

AffectUsing

Mei-Ling Chen, Hao-Chuan Wangn WAIVS: An Intelligent Interface for Visual Stylometry Using Semantic Workflows
Ricky Sethi, Catherine Buell, William Seeleyn PairMatching: Transdisciplinary Study
Intelligence to Guide Dog Associations
June Han

for Introducing Computational

ACM IUI 2018

29

n The Effects of Virtual Agents’ Characteristics on User Impressions andLanguage Use
Fatema Akbar, Ted Grover, Gloria Mark, Michelle Zhoun Automatic Generation of Natural Language Explanations
Felipe Soares da Costa, Sixun Ouyang, Peter Dolog, Lawlor Aonghus
n Personality-Aware Decision Making In Educational Learning
Yong Zheng
n Explaining Social Recommendations to Non-Expert Users: Design Principles

and Opportunities
Chun-Hua Tsai, Brusilovsky Petern In Tandem: Exploring Interactive Opportunities for Dual Input and Output on

Two Smartwatches
Petru Cioată, Radu-Daniel Vatavu
n An Intelligent Educational Platform for Training Spatial Visualization Skills
Ziang Xiao, Yuqi Yao, Wai-Tat Fu
n Dynamic Path Planning of Flying Projector Considering Collision Avoidancewith Observer and Bright Projection
Takumi Kawahara, Daisuke Iwai, Kosuke Saton Scenario Context v/s Framing and Defaults in Managing Privacy in Household

IoT
Paritosh Bahirat, Bart Knijnenburg
n BoTest: a Framework to Test the Quality of Conversational Agents Using

Divergent Input Examples
Elayne Ruane, Anthony Ventresque30

7 ‒ 11 March 2018, Tokyo, Japan

Thursday, March 8th
Conference day 1(Long/TiiS = 20 mins, Short = 15 mins.)

Session 1A: Recommender Systems (11:15 - 12:45, 2F Mid-size room
3-4)
Chair: John O'Donovan (UCSB)n (Long) FocusMusicRecommender: A System for Recommending Music to

Listen to While Working
Hiromu Yakura, Tomoyasu Nakano, Masataka Goton (Long) Ensemble Recommendations via Thompson Sampling: an Experimental

Study within e-Commerce
Dimitris Paraschakis, Bengt J. Nilsson, Mikael Hammar, Bjorn Brodenn (Short)

Discovering
Representations

Surprising

Documents

with Context-Aware Word

Michal Derezinski, Khashayar Rohanimanesh, Aamer Hydrien (Short) FontMatcher: Font Image Paring for Harmonious Digital Graphic Design
Saemi Choi, Kiyoharu Aizawa, Nicu Seben (TiiS) Interacting with Recommenders – Overview and Research Directions
Michael Jugovac, Dietmar Jannach

Session 1B: Multimodal Interfaces (11:15 - 12:45, 2F Mid-size room 12)
Chiar: Osnat Mokryn (University of Haifa)n (Long) AlterEgo: A Personalized Wearable Silent Speech Interface
Arnav Kapur, Shreyas Kapur, Pattie Maesn (Long) Aging and Engaging: A Social Conversational Skills Training Programfor Older Adults
Mohammad Rafayet Ali, Kimberly Van Orden, Kimberly Parkhurst, Shuyang Liu,
Viet-Duy Nguyen, Paul Duberstein, M. Ehsan Hoquen (Short) Supporting Spatial Skill Learning with Gesture-Based Embodied Design
Po-Tsung Chiu, Helen C. Wauck, Ziang Xiao, Yuqi Yao, Wai-Tat Fu
n (Short) Bio-adaptive Social VR to Evoke Affective Interdependence -DYNECOM
Mikko Salminen, Simo Jarvela, Antti Ruonala, Janne Timonen, Kristiina Mannermaa,
Niklas Ravaja, Giulio Jacucci
n (Long) Eye Gaze Controlled MFD for Military Aviation
Pradipta Biswas

ACM IUI 201831

Session 2A: Evaluation of IUIs (14:00 - 16:00, 2F Mid-size room 3-4)
Chair: Simone Stumpf (University of London)n (Long) Cubicle: An Adaptive Educational Gaming Platform for Training Spatial
Visualization Skills
Ziang Xiao, Helen C. Wauck, Zeya Peng, Hanfei Ren, Lei Zhang, Shiliang Zuo, Yuqi Yao,
Wai-Tat Fun (Long) An Interactive Relevance Feedback Interface for Evidence-Based Health

Care
Ivania Donoso-Guzman, Denis Parran (Long) Modality Switching for Mitigation of Sensory Adaptation and Habituationin Personal Navigation Systems
Kyle Kotowick, Julie Shahn (Long) Touch-Supported Voice Recording to Facilitate Forced Alignment of Text

and Speech in an E-Reading Interface
Benett Axtell, Cosmin Munteanu, Carrie Demmans Epp, Yomna Aly, Frank Rudziczn (Short) Comparing Speech and Text Input in Interactive Narratives
Diego Gonzalez, Andrew S. Gordonn (Short) Eye Gaze-driven Prediction of Cognitive Differences during GraphicalPassword Composition
Christina Katsini, Christos Fidas, George E. Raptis, Marios Belk, George Samaras,
Nikolaos Avouris

Session 2B: Modelling and Predicting User Behavior (14:00 - 16:00, 2F
Mid-size room 1-2)
Chair: Jeff Nichols (Google)n (Long) Detecting Low Rapport During Natural Interactions in Small Groups from

Non-Verbal Behaviour
Philipp Matthias Mueller, Michael Xuelin Huang, Andreas Bullingn (Long) A Data-Driven Approach to Developing IoT Privacy-Setting Interfaces
Bart Knijnenburg, Paritosh Bahirat, Abhilash Menon, Yangyang Hen (Long) To Draw or Not to Draw: Recognizing Stroke-Hover Intent in Non-

instrumented Gesture-free Mid-Air Sketching
Umema Hakimuddin Bohari, Ting-Ju Chen, Vinayak Vinayakn (Long) Webcam-based Attention Tracking in Online Learning: A Feasibility

Study
Tarmo Robal, Yue Zhao, Christoph Lofi, Claudia Hauffn (Short) User-adaptive Support for Processing Magazine Style Narrative

Visualizations: Identifying User Characteristics that Matter
Dereck Toker, Cristina Conati, Giuseppe Carenini

32

7 ‒ 11 March 2018, Tokyo, Japann (Short) Detecting Memory-Based Interaction Obstacles with a Recurrent Neural

Model of User Behavior
Felix Putze, Mazen Salous, Tanja Schultz

Session 3A: XAI: Explainable IUIs (16:30 - 18:15, 2F Mid-size room 3-4)
Chair: Vera Liao (IBM Research)n (Long) Bringing Transparency Design into PracticeMalin Eiband, Hanna Schneider, Mark Bilandzic, Julian Fazekas-Con, Mareike Haug,
Heinrich Hussmannn (Long) Toward Foraging for Understanding of StarCraft Agents: An Empirical

Study
Sean Penney, Jonathan Dodge, Claudia Hilderbrand, Andrew A. Anderson, Logan
Simpson, Margaret Burnettn (Long) Beyond the Ranked List: User-Driven Exploration and Diversification ofSocial Recommendation
Chun-Hua Tsai, Peter Brusilovsky
n (Long) Opportunity Team Builder for Sales Teams
Oznur Alkan, Elizabeth M. Daly, Inge Vejsbjergn (Short) Combining Brain-Computer Interface and Eye Tracking for High-Speed

Text Entry in Virtual Reality
Xinyao Ma, Zhaolin Yao, Yijun Wang, Weihua Pei, Hongda Chen

Session 3B: Interactive Machine Learning and Analysis (16:30 - 18:15,
2F Mid-size room 1-2)
Chair: Elizabeth Daly (IBM Research)
In Memoriam: Charles Rich, Computer Science Professor and Artificial Intelligence Pioneern (Long) AnchorViz: Facilitating Classifier Error Discovery through Interactive

Semantic Data Exploration
Nan-Chen Chen, Jina Suh, Johan Verwey, Gonzalo Ramos, Steven Drucker, Patrice
Simardn (Long) Interactive Document Clustering Revisited: A Visual Analytics Approach
Ehsan Sherkat, Seyednaser Nourashrafeddin, Evangelos Milios, Rosane Minghimn (Long) Closing the Loop: User-Centered Design and Evaluation of a Human-in-

the-Loop Topic Modeling System
Alison Smith, Varun Kumar, Jordan Boyd-Graber, Kevin Seppi, Leah Findlatern (Short) User Modelling for Avoiding Overfitting in Interactive Knowledge

Elicitation for Prediction
Pedram Daee, Tomi Peltola, Aki Vehtari, Samuel Kaski

ACM IUI 201833

n (Short) Who is the Hero, the Villain, and the Victim? Detection of Roles in News

Articles using Natural Language Techniques
Diego Alonso Gomez-Zara, Miriam Boon, Larry Birnbaum

34

7 ‒ 11 March 2018, Tokyo, Japan

Friday, March 9th
Conference day 2
Session 4A: Information Retrieval and Search (10:45 - 12:45, 2F Midsize room 3-4)
Chair: Cecile Paris (CSIRO)n (Long) Cloud Menus, a Circular Adaptive Menu for Small Screens
Jean Vanderdonckt, Sara Bouzit, Gaelle Calvary, Denis Chenen (Long) Creative Writing with a Machine in the Loop: Case Studies on Slogans

and Stories
Elizabeth Clark, Anne Ross, Chenhao Tan, Yangfeng Ji, Noah Smithn (Long) Session-based Suggestion of Topics for Geographic Exploratory Search
Noemi Mauro, Liliana Ardissonon (Long) A Study on User-Controllable Social Exploratory Search
Cecilia di Sciascio, Peter Brusilovsky, Eduardo Veasn (TiiS) Discovering User Behavioral Features to Enhance Information Search on

Big Data
Nunziato Cassavia, Elio Masciari, Chiara Pulice, Domenico Saccàn (Short) Towards an Optimal Dialog Strategy for Information Retrieval Using Both

Open- and Close-ended Questions
Yunfeng Zhang, Q. Vera Liao, Biplav Srivastava

Session 4B: Persuasive and Assistive IUIs (10:45 - 12:45, 2F Mid-sizeroom 1-2)
Chair: Brian Lim (National University of Singapore)n (Long) Burst Your Bubble! An Intelligent System for Improving Awareness ofDiverse Social Opinions
Mingkun Gao, Hyo Jin Do, Wai-Tat Fun (Long) Visible Hearts, Visible Hands: A Smart Crowd Donation Platform
Chi-Hsien Yen, Yi-Chieh Lee, Wai-Tat Fu
n (Short) Ev’ry Little Movement Has a Meaning of Its Own: Using Past Mouse

Movements to Predict the Next Interaction
Tiffany C.K. Kwok, Eugene Yujun Fu, Erin You Wu, Michael Xuelin Huang, Grace Ngai,
Hong-Va Leongn (Short) Modeling Expertise in Assistive Navigation Interfaces for Blind People
Eshed Ohn-Bar, Joao Guerreiro, Dragan Ahmetovic, Kris Kitani, Chieko Asakawan (Short) AVEID: Automatic Video System for Measuring Engagement In

Dementia
Pin Sym Foong, Viral Parekh, Ramanathan Subramanian, Shengdong Zhao

ACM IUI 201835

n (Short) Voice Input Tutoring System for Older Adults using Input Stumble

Detection
Toshiyuki Hagiya, Keiichiro Hoashi, Tatsuya Kawaharan (Short) The I in Team: Mining Personal Social Interaction Routine with Topic

Models from Long-Term Team Data
Yanxia Zhang, Jeffrey Olenick, Chu-Hsiang Chang, Steve Kozlowski, Hayley Hung

Session 5A: IUIs for Wearable, Mobile and Ubiquitious Computing(14:00 - 16:00, 2F Mid-size room 3-4)
Chair: Antonio Krüger (DFKI)n (Short) Write-it-Yourself with the Aid of Smartwatches: A Wizard-of-Oz

Experiment with Blind People
Syed Masum Billah, Vikas Ashok, IV Ramakrishnann (Short) Responsive News Summarization for Ubiquitous Consumption on

Multiple Mobile Devices
Rocio Chongtay, Mark Last, Bettina Berendtn (Long) Below the Surface: Unobtrusive Activity Recognition for Work Surfaces

using RF-radar sensing
Daniel Avrahami, Mitesh Patel, Yusuke Yamaura, Sven Kratzn (Long) Investigating Interactions for Text Recognition using a Vibrotactile

Wearable Display
Granit Luzhnica, Eduardo Veasn (Long) Can a Helmet-mounted Display Make Motorcycling Safer?
Renate Haeuslschmid, Benjamin Fritzsche, Andreas Butz
n (Long) A Model for Detecting and Locating Behaviour Changes in Mobile Touch

Targeting Sequences
Daniel Buschekn (Long) Ether-Toolbars: Evaluating Off-Screen Toolbars for Mobile Interaction
Hanae Rateau, Yosra Rekik, Edward Lank, Laurent Grisoni

Session 5B: Intelligent Visualization and Smart Environments (14:00 16:00, 2F Mid-size room 1-2)
Chair: Giulio Jacucci (Helsinki Institute for Information Technology HIIT)n (Short) Organic Visualization of Document Evolution
Ignacio Perez-Messina, Claudio Gutierrez, Eduardo Graells-Garridon (Short) Coupling Story to Visualization: Using Textual Analysis as a Bridge

Between Data and Interpretation
Ronald Metoyer, Walter Scheirer, Qiyu Zhi, Bartosz Janczuk

36

7 ‒ 11 March 2018, Tokyo, Japann (Long) CARDINAL: Computer Assisted Authoring of Movie Scripts
Marcel Marti, Jodok Vieli, Wojciech Witon, Rushit Sanghrajka, Diana Wotruba, Isabel
Simo, Sasha Schriber, Mubbasir Kapadia, Markus Grossn (Long) Interactive Storytelling for Movie Recommendation through Latent

Semantic Analysis
Kodzo Wegba, Aidong Lu, Yuemeng Li, Wencheng Wangn (Long) An Active Tangible User Interface Framework for Teaching and Learning

Artificial Intelligence
Clifford De Raffaele, Serengul Smith, Orhan Gemikonaklin (Long) Familiarisation: Restructuring Layouts with Visual Learning Models
Kashyap Todi, Jussi Jokinen, Kris Luyten, Antti Oulasvirtan (TiiS) Active Learning and Visual Analytics for Stance Classification with ALVA
Kostiantyn Kucher, Carita Paradis, Magnus Sahlgren, Andreas KerrenACM IUI 201837

Student Consortium (March 9th, 16:30 – 18:00)
Session SC-1: Intelligent Health Care (16:30 - 18:00, 2F Mid-size room
3-4)
n A Technology for Computer-Assisted Stroke Rehabilitation
Min Hun Lee
n Analysis of Interaction Design and Evaluation Methods in Full-Body Interaction

for Special Needs
Ciera Crowelln Automatic Recognition of Hygiene Activities and Personalized Interventions for

Chronic Care
Josh Cheriann An Intelligent Tutoring System for Situated Decision Making in Dental Surgery
Narumol Vannaprathip

Session SC-2: Interaction and Behavior (16:30 - 18:00, 2F Mid-sizeroom 2)n Machine Learning Behavioral Recognition to Support Neuropsychological

Diagnosis of Cognitive Decline
Raniero Lara-Garduno
n Leveraging User Input and Feedback for Interactive Sound Event Detection andAnnotation
Bongjun Kim
n Facilitating self-learning in behavior change through long-term intelligent

conversational assistance
Rafal Kocielnik, Gary Hsieh

Session SC-3: Modeling (16:30 - 18:00, 2F Mid-size room 1)
n Suggestion Models in Geographical Exploratory Search
Noemi Mauron User Preference Modeling and Exploitation in IoT Scenarios
David Massimo
n Eye Tracking- Single Technology to Handle Multiple Domains
Adil Hamid Malla, Tracy Hammond

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7 ‒ 11 March 2018, Tokyo, Japan

Saturday, March 10th
Conference day 3
Session 6A: IUIs for Complex Tasks (11:30 - 13:15, 2F Mid-size room
3-4)
Chair: Alison Smith (University of Maryland)n (TiiS) Effects of Speed, Cyclicity, and Dimensionality on Distancing, Time, andPreference in Human-Aerial Vehicle Interactions
Brittany A. Duncan, Robin R. Murphyn (Long) Two Tools are Better Than One: Tool Diversity as a Means of Improving

Aggregate Crowd Performance
Jean Y. Song, Raymond Fok, Alan Lundgard, Fan Yang, Juho Kim, Walter S. Laseckin (Long) Visualizing Gaze Direction to Support Video Coding of Social Attention

for Children with Autism Spectrum Disorder
Keita Higuchi, Soichiro Matsuda, Rie Kamikubo, Takuya Enomoto, Yusuke Sugano,
Junichi Yamamoto, Yoichi Saton (Long) Quester: A Speech-Based Question Answering Support System for Oral

Presentations
Reza Asadi, Ha Trinh, Harriet J. Fell, Timothy Bickmoren (Short) EASEL: Easy Automatic Segmentation Event Labeler
Isaac Decheng Wang, Pradyumna Narayana, Jesse Smith, Bruce Draper, Ross
Beveridge, Jaime Ruizn (Short) An Evaluation of Inclusive Dialogue-Based Interfaces for the Takeoverof Control in Autonomous Cars
Ioannis Politis, Patrick Langdon, Damilola Adebayo, Mike Bradley, P. John Clarkson,
James W. H. Brown, Alexander Eriksson, Kirsten Revell, Neville Stanton, Lee Skrypchuk,Alexander Mouzakitis

Session 6B: Social Media and Recommenders (11:30 - 13:15, 2F Midsize room 1-2)
Chair: Takayuki Itoh (Ochanomizu University)n (Long) Visualizing Reviews Summaries
RecommendationasaTool forRestaurants

Yaakov Danone, Tsvi Kuflik, Osnat Mokrynn (Long) Citicafe: An Interactive Interface for Citizen Engagement
Shubham Atreja, Pooja Aggarwal, Prateeti Mohapatra, Amol Dumrewal, Anwesh Basu,
Gargi B. Dasguptan (Long) Personal Recommendations for Raising Social Eminence in anEnterprise
Shiri Kremer-Davidson, Inbal Ronen, Lior Leiba, Avi Kaplan, Maya Barnea

39

ACM IUI 2018

n (Long) TSCSet: A Crowdsourced Time-Sync Comment Dataset for Explorationof User Experience Improvement
Zhenyu Liao, Yikun Xian, Xiao Yang, Qinpei Zhao, Chenxi Zhang, Jiangfeng Li
n (Short) Can We Predict the Scenic Beauty of Locations from Geo-tagged Flickr

Images?
Ch. Md. Rakin Haider, Mohammed Eunus Alin (Short) Explaining Recommendations Using Contexts
Masahiro Sato, Budrul Ahsan, Koki Nagatani, Takashi Sonoda, Qian Zhang, Tomoko
OhkumaDemo Session (14:30 - 16:45, 2F Mid-size room 1-4)
n Automatic Tweet Detection based on Data Specified through News Production
Jun Goton Gesture-based

MobileShopping Feeling

Communication

SystemProvidingSide-by-side

Minghao Cai, Soh Masuko, Jiro Tanaka
n Computer Vision Based and FPRank Based Tag Recommendation for Social

Popularity Enhancement
Yiwei Zhang, Jiani Hu, Shunmpei Sano, Toshihiko Yamasaki, Kiyoharu Aizawa
n Support System to Review Manufacturing Workshop
Nakae Kazuya, Koji Tsukada
n CardBot: A Chatbot for Business Card Management
Meng-Chieh Ko, Zih-Hong Lin
n Cylindrical M-sequence Markers and its Application to AR Fitting System for

Kimono Obi
Mizuki Okuyama, Yasushi Matoba, Itiro Siion Search Interface for Deep Thinking
Goro Otsubon User Behaviour Analysis in a Simulated IoT Augmented SpaceDavid Massimo, Elena Not, Francesco Riccin Implementation of an Interactive System for the Translation of Lyrics
Ayano Nishimura, Takayuki Itohn VisPod: Content-Based Audio Visual Navigation
Qiyu Zhi, Suwen Lin, Shuai He, Ronald Metoyer, Nitesh V Chawlan MindScribe: Toward Intelligent Interactions in Highly Variable Early Childhood

Environments
Layne Hubbard, Boskin Erkocevic, Dylan Cassady, Chen Hao Cheng, Andrea Chamorron Interactive Online Shopping with Personalized Robot Agent
Xuan Wang, Chunmeng Lu, Soh Masuko, Jiro Tanaka

40

7 ‒ 11 March 2018, Tokyo, Japann Development of a Tsunami Evacuation Behavior Simulation System with

Massive Evacuation Agents
Yasuo Kawai, Yurie Kaizu, Kenta Kawahara, Youhei Obuchi, Satoshi Otsuka, Shiori
Tomimatsu
n Development of a Horror Game that Route Branches by the Player's Pulse Rate
Hayato Araki, Tachi Ikeda, Takumi Ozawa, Kenta Kawahara, Yasuo Kawain Detecting Utterance Scenes of a Specific Person
Kunihiko Sato, Jun Rekimoton Exploring the Universe of Egregious Conversations in Chatbots
michal shmueli scheuer, Tommy Sandbank, David Konopnicki, Ora Peled-Nakashn Ether-Toolbars: Evaluating Off-Screen Toolbars for Mobile Interaction
Hanae Rateau, Yosra Rekik, Edward Lank, Laurent Grisonin Augmented-Genomics: Protecting Privacy for Clinical Genomics with Inferential

Interfaces
Eran Toch, Netta Rager, Tal Florentin, Dan Linenberg, Daya Sellman, Noam Shomronn Medical 3D Images in Multimodal Virtual Reality
Alexander Prange, Daniel Sonntag
n (author)rise: Artificial Intelligence Output Via the Human Body
Harshit Agrawal
n Automated Assistance for Creative Writing with an RNN Language Model
Melissa Roemmele, Andrew Gordon
n Frame of Mind: Using Storytelling for Speech-Based Clustering of Family

PicturesBenett Axtell, Cosmin Munteanun Olfactory and Visual Presentation Using Olfactory Display Using SAW Atomizer

and Solenoid Valves
Shiori Itou, Masaaki ISEKI, Shingo Kato, Takamichi Nakamoton VocabChecker: Measuring Language Abilities for Detecting Early Stage

Dementia
Daisaku Shibata, Shoko Wakamiya, Kaoru Ito, Mai Miyabe, Ayae Kinoshita, Eiji Aramaki
n Visual Analytics of Organizational Performance Network
Gopakumar Gopalakrishnan, Madhusudhan Mahabaleshwar, Anjaneyulu Pasalan Language Density Driven Route Navigation System for Pedestrians based on

Twitter Data
Yuanyuan Wang, Yihong Zhang, Panote Siriaraya, Yukiko Kawai, Adam Jatowt
n Flufy: Recyclable and Edible Rapid Prototyping using Fluffed Sugar
Natsuki Hamanishi, Michinari Kono, Takashi Miyaki, Jun Rekimoton Fluid UI for HIGH-dimensional Analysis of Social Networks
Riku Takano, Ken Wakita
n SHARKZOR: Human in the Loop ML for User-Defined Image Classification
Meg Pirrung, Nathan Hilliard, Nancy O'Brien, Artem Yankov, Court Corley, Nathan Hodas

41

ACM IUI 2018

SOCIAL PROGRAM
Welcome Reception (17:30 – 20:00, March 7th)
Drinks and foods will be provided to the IUI 2018 participants at the different restaurants. The
participants are welcome to enjoy any of the following three restaurants.

① Dining Cafe Esperia(Western traditional style)Distance: 7 minute walk

Menu: Dining bar, Western, Craft beer

Source:https://tabelog.com/tokyo/

A1310/A131003/13031623/② Sakura Suisan(Japanese izakaya style)Distance: 10 minute walk

Menu: Sashimi, Seafood, Japanese sake

Source:https://tabelog.com/tokyo/

A1309/A130906/13017128/③ Good Morning Cafe
(Standing bar style)Distance: 5 minute walk

Menu: Dining bar, Italian, Wine

Source:https://tabelog.com/tokyo/

A1310/A131003/13166088/

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7 ‒ 11 March 2018, Tokyo, Japan

Conference Dinner (19:15 – 22:00, March 9th)

Ryogoku Happyakuyacho Hananomai Edo Tokyo Museum Front
Branchl http://www.chimney.co.jp/event/ooedo808/ec/index.html
l Address: 1-1-15 Kamezawa, Sumida-ku, Tokyo, Japanl TEL: +81-3-5619-4488
The banquet of IUI 2018 will take place on March 9th at Ryogoku Happyakuyacho Hananomai,
Edo Tokyo Museum Branch. It is a unique izakaya (Japanese pub) decorated with Edo taste
and Sumo sceneries. While eating, you can also enjoy Sumo wrestling exhibition played on thereal sumo ring.

Shuttle Bus
We highly encourage the participants to take a shuttle bus that departs from the conference
venue. Shuttle buses will leave at 18:15 in front of the building of Hitotsubashi Hall.

43

ACM IUI 2018

LOCAL INFORMATION
Venue: Hitotsubashi Hall (National Center of Sciences Building)
Address
National Center of Sciences Building 2F, 2-1-2, Hitotsubashi, Chiyoda-ku, Tokyo 101-8439

Toei Mita Line

Kudanshita Sta.
Yasukuni st.

Hakusan St.

Tozai Line

Jinbocho Sta.

Toei Shinjuku Line

Kyoritsu Kodo●

Hitotsubashi Hall,
National Center of Sciences Building●GakushiKaikanJosui Kaikan●
Metropolitan Expressway
Palaceside Building(Exit b1)●

Takebashi Sta.

The Imperial Palace

Emergency Contacts
For ambulance and police services in Japan, dial 119 or 110.

Hanzomon Line

Tokyo Park Tower●(Exit A9)

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7 ‒ 11 March 2018, Tokyo, JapanSPONSORS AND SUPPORTERS
Sponsors:

Supporters: