| Vol-2068 urn:nbn:de:0074-2068-2 Copyright © 2018 for the individual papers by the papers' authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors.

# ACMIUI-WS 2018
Joint Proceedings of the ACM IUI 2018 Workshops

### Joint Proceedings of the ACM IUI 2018 Workshops
co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018)

### Tokyo, Japan, March 11, 2018.

Edited by

### Alan Said *
Takanori Komatsu **

* University of Skövde, Sweden
** Meiji University, Japan

## Table of Contents

- Symbiotic Interaction and Harmonious Collaboration for Wisdom Computing - SymCollab
- Intelligent Music Interfaces for Listening and Creation - MILC
- Exploratory Search and Interactive Data Analytics - ESIDA
- Theory-Informed User Modeling for Tailoring and Personalizing Interfaces - HUMANIZE
- Web Intelligence and Interaction - WII
- User Interfaces for Spatial-Temporal Data Analysis - UISTDA
- Explainable Smart Systems - ExSS

### Workshop 1: Symbiotic Interaction and Harmonious Collaboration for Wisdom Computing - SymCollab

Organised by: Kenji Mase, Nagoya University; Norihiro Hagita, ATR Intelligent Robotics and Communication Labs; Yukiko Nakano, Seikei University

- SymCollab Preface

1. An Exploration of the Principle of Emerging Interactions in Spatiotemporal Diversity
   Ichiro Tsuda, Minoru Asada, Yuji Kawai, Mitsuru Kikuchi, Ikki Matsuda
2. Selfie Guidance System in Good Head Postures
   Naihui Fang, Haoran Xie, Takeo Igarashi
3. Moral Interaction with Robots: an Example with a Tour Guide Robot
   Satoru Satake, Takayuki Kanda
4. Identifying Discourse Boundaries in Group Discussions using a Multimodal Embedding Space
   Ken Tomiyama, Fumio Nihei, Yukiko Nakano, Yutaka Takase
5. A Study on Skill Acquisition Mechanism and Development of Skill Transfer Systems
   Hideki Koike, Jun Rekimoto, Junichi Ushiba, Shinichi Furuya, Asa Ito
6. Social Imaging and Human Technology for Empowering People
   Kenji Suzuki
7. Implicit Ambient Surface Information: From Personal to Interpersonal
   Katsumi Watanabe, Makio Kashino, Kimitaka Nakazawa, Shinsuke Shimojo

### Workshop 2: Intelligent Music Interfaces for Listening and Creation - MILC

Organised by: Peter Knees, Vienna University of Technology, Austria; Markus Schedl, Johannes Kepler University Linz, Austria; Rebecca Fiebrink, Goldsmiths, University of London, UK

- MILC Preface

1. How Automated Recommendations Affect the Playlist Creation Behavior of Users
   Iman Kamehkhosh, Dietmar Jannach, Geoffray Bonnin
2. geMsearch: Personalized Explorative Music Search
   Christian Esswein, Markus Schedl, Eva Zangerle
3. MedleyAssistant – A System for Personalized Music Medley Creation
   Zhengshan Shi, Gautham J. Mysore
4. An Environment for Machine Pedagogy: Learning How to Teach Computers to Read Music
   Gabriel Vigliensoni, Jorge Calvo-Zaragoza, Ichiro Fujinaga
5. Beyond a Skeuomorphic Representation of Subtractive Synthesis
   Martin Lindh
6. Overviewing a Field of Self-Organising Music Interfaces: Autonomous, Distributed, Environmentally Aware, Feedback Systems
   Phivos-Angelos Kollias
7. Learning Latent Representations of Music to Generate Interactive Musical Palettes
   Adam Roberts, Jesse Engel, Sageev Oore, Douglas Eck
8. Lumanote: A Real-Time Interactive Music Composition Assistant
   James Granger, Mateo Aviles, Joshua Kirby, Austin Griffin, Johnny Yoon, Raniero Lara-Garduno, Tracy Hammond

### Workshop 3: Exploratory Search and Interactive Data Analytics - ESIDA

Organised by: 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 de Chile

- ESIDA Preface

1. PIHVI: Online Forum Posting Analysis with Interactive Hierarchical Visualisation
   Jaakko Peltonen, Ziyuan Lin, Kalervo Jaäarvelin, Jyrki Nummenmaa
2. Semi-Automated Prevention and Curation of Duplicate Content in Social Support Systems
   Igor A. Podgorny, Chris Gielow
3. Searching for Diverse Perspectives in News Articles: Using an LSTM Network to Classify Sentiment
   Christopher Harris
4. Towards Faster Annotation Interfaces for Learning to Filter in Information Extraction and Search
   Carlos A. Aguirre, Shelby Coen, Maria F. De La Torre, William H. Hsu, Margaret Rys
5. Interactive Visualization for Topic Model Curation
   Guoray Cai, Feng Sun, Yongzhong Sha

### Workshop 4: Theory-Informed User Modeling for Tailoring and Personalizing Interfaces - HUMANIZE

Organised by: Mark 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

- HUMANIZE Preface

1. Predicting Users' Personality based on Their 'liked' Images on Instagram
   Alixe Lay, Bruce Ferwerda
2. You Are What You Post: What the Content of Instagram Pictures Tells About Users' Personality
   Bruce Ferwerda, Marko Tkalcic
3. Identifying Dominators and Followers in Group Decision Making based on The Personality Traits
   Yong Zheng
4. Shopping as a Social Activity: Understanding People's Categorical Item Sharing Preferences on Social Networks
   Yu Xu, Michael J Lee
5. Trust-related Effects of Expertise and Similarity Cues in Human-Generated Recommendations
   Johannes Kunkel, Tim Donkers, Catalin-Mihai Barbu, Jurgen Ziegler
6. Learning Preferences and Soundscapes for Augmented Hearing
   Maciej J Korzepa, Benjamin Johansen, Michael K Petersen, Jan Larsen, Jakob E Larsen, Niels H Pontoppidan
7. Personalizing Mobile Fitness Apps using Reinforcement Learning
   Mo Zhou, Yonatan Mintz, Yoshimi Fukuoka, Ken Goldberg, Elena Flowers, Philip Kaminsky, Alejandro Castillejo, Anil Aswani
8. Personalizing a Parenting App: Parenting-Style Surveys Beat Behavioral Reading-Based Models
   Mark Graus, Martijn Willemsen, Chris Snijders

### Workshop 5: Web Intelligence and Interaction - WII

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

- WII Preface

1. On Studying Bad Practices in Configuration UIs
   Tony Leclercq, Maxime Cordy, Bruno Dumas, Patrick Heymans
2. Effect of Slideshows in Websites on Information Search Based on Gaze Data
   Yutaka Matsushita, Makoto Kanda
3. Supporting Real Estate Search Through Automatic Information Suggestion
   Goro Otsubo
4. VisualEYEze: A Web-based Solution for Receiving Feedback on Artworks Through Eye-Tracking
   Bailey Bauman, Regan Gunhouse, Antonia Jones, Willer Da Silva, Shaeeta Sharar, Vijay Rajanna, Josh Cherian, Jung In Koh, Tracy Hammond
5. Improved Listwise Collaborative Filtering with High-Rating-Based Similarity and Temporary Ratings
   Yoshiki Tsuchiya, Hajime Nobuhara
6. A Smart Walking Navigation System based on Perceived Exertion
   Panote Siriaraya, Kodo Maeda, Yusuke Nakaoka, Yukiko Kawai, Shinsuke Nakajima
7. Personal Values-based User Modeling from Browsing History of Reviews
   Yasufumi Takama, Suzuto Shimizu, Hiroshi Ishikawa
8. An E-Commerce Recommender System using Complaint Data and Review Data
   Toshinori Hayashi, Yuanyuan Wang, Yukiko Kawai, Kazutoshi Sumiya
9. Detecting Utterance Scenes of a Specific Person
   Kunihiko Sato, Jun Rekimoto
10. Label Propagation Using Amendable Clamping
    Tatsurou Miyazaki, Yasunobu Sumikawa
11. Temporal Analysis of Online Social Graph by Home Location
    Shiori Hironaka, Mitsuo Yoshida, Kyoji Umemura,

### Workshop 6: User Interfaces for Spatial-Temporal Data Analysis - UISTDA

Organised by: 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, Portugal

- UISTDA Preface

1. Utilization of Information Interpolation using Geotagged Tweets
   Masaki Endo, Masaharu Hirota, Hiroshi Ishikawa
2. Reading Type Classification based on Generative Models and Bidirectional Long Short-Term Memory
   Seyyed Saleh Mozaffari Chanijani, Federico Raue, Saeid Dashti Hassanzadeh, Stefan Agne, Syed Saqib Bukhari, Andreas Dengel
3. SportSense: User Interface for Sketch-Based Spatio-Temporal Team Sports Video Scene Retrieval
   Lukas Probst, Ihab Al Kabary, Rufus Lobo, Fabian Rauschenbach, Heiko Schuldt, Philipp Seidenschwarz, Martin Rumo
4. Toward Finding Latent Cities
   Eduardo Graells-Garrido, Diego Caro, Denis Parra
5. Novel Location De-identification for Machine and Human
   Katsuya Taguchi, Eiji Aramaki

### Workshop 7: Explainable Smart Systems - ExSS

Organised by: Brian Lim, National University of Singapore; Alison Smith, Decisive Analytics Corporation; Simone Stumpf, City, University of London

- ExSS Preface

1. The Design and Validation of an Intuitive Confidence Measure
   Jasper van der Waa, Jurriaan van Diggelen, Mark Neerincx
2. An Axiomatic Approach to Linear Explanations in Data Classification
   Jakub Sliwinski, Martin Strobel, Yair Zick
3. Explaining Contrasting Categories
   Michael Pazzani, Amir Feghahati, Christian Shelton, Aaron Seitz
4. Explaining Complex Scheduling Decisions
   Jeremy Ludwig, Annaka Kalton, Richard Stottler
5. Explainable Movie Recommendation Systems by using Story-based Similarity
   O-Joun Lee, Jason J. Jung
6. Labeling Images by Interpretation from Natural Viewing
   Karen Guo, Danielle Pratt, Angus MacDonald III, Paul Schrater
7. Normative vs. Pragmatic: Two Perspectives on the Design of Explanations in Intelligent Systems
   Malin Eiband, Hanna Schneider, Daniel Buschek
8. Explaining Recommendations by Means of User Reviews
   Tim Donkers, Benedikt Loepp, Jürgen Ziegler
9. What Should Be in an XAI Explanation? What IFT Reveals
   Jonathan Dodge, Sean Penney, Andrew Anderson, Margaret Burnett
10. Interpreting Intelligibility under Uncertain Data Imputation
    Brian Lim, Danding Wang, Tze Ping Loh, Kee Yuan Ngiam
11. Explanation to Avert Surprise
    Melinda Gervasio, Karen Myers, Eric Yeh, Boone Adkins
12. Representing Repairs in Configuration Interfaces: A Look at Industrial Practices
    Tony Leclercq, Maxime Cordy, Bruno Dumas, Patrick Heymans
13. Explaining Smart Heating Systems to Discourage Fiddling with Optimized Behavior
    Simone Stumpf, Simonas Skrebe, Graeme Aymer, Julie Hobson
14. Working with Beliefs: AI Transparency in the Enterprise
    Ajay Chander, Ramya Srinivasan, Suhas Chelian, Jun Wang, Kanji Uchino
15. The Problem of Explanations without User Feedback
    Alison Smith, Jim Nolan

2018-03-07: submitted by Alan SAid, metadata incl. bibliographic data published under Creative Commons CC0
2018-03-07: published on CEUR-WS.org |valid HTML5|