| Vol-2327 urn:nbn:de:0074-2327-4 Copyright © 2019 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 2019
Joint Proceedings of the ACM IUI 2019 Workshops

### Joint Proceedings of the ACM IUI 2019 Workshops
co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019)

### Los Angeles, USA, March 20, 2019.

Edited by

### Christoph Trattner *
Denis Parra **
Nathalie Riche ***

* University of Bergen, Norway
** PUC Chile, Chile
*** Microsoft Research, USA

## Table of Contents

- Workshop 1: Intelligent Music Interfaces for Listening and Creation - MILC
- Workshop 2: Exploratory Search and Interactive Data Analytics - ESIDA
- Workshop 3: Explainable Smart Systems - ExSS
- Workshop 4: Theory-Informed User Modeling for Tailoring and Personalizing Interfaces - HUMANIZE
- Workshop 5: Intelligent User Interfaces for Internet of Things - UIoT
- Workshop 6: User Interactions for Building Knowledge - UIBK
- Workshop 7: User Interfaces for Spatial-Temporal Data Analysis - UISTDA
- Workshop 8: User-Aware Conversational Agents - USER2AGENT
- Workshop 9: Intelligent User Interfaces for Algorithmic Transparency in Emerging Technologies - IUI-ATEC

### Workshop 1: Intelligent Music Interfaces for Listening and Creation - MILC

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

- MILC Preface

1. A Web-Based System For Suggesting New Practice Material To Music Learners Based On Chord Content
   Johan Pauwels, Mark B. Sandler
2. Groove Explorer: An Intelligent Visual Interface for Drum Loop Library Navigation
   Fred Bruford, Mathieu Barthet, SKoT McDonald, Mark Sandler
3. Curating Generative Raw Audio Music with D.O.M.E.
   CJ Carr, Zack Zukowski
4. Creating Immersive Electronic Music from the Sonic Activity of Environmental Soundscapes
   Eli Stine
5. Towards a Hybrid Recommendation System for a Sound Library
   Jason Smith, Dillon Weeks, Mikhail Jacob, Jason Freeman, Brian Magerko
6. A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning
   Vibert Thio, Hao-Min Liu, Yin-Cheng Yeh, Yi-Hsuan Yang

### Workshop 2: Exploratory Search and Interactive Data Analytics - ESIDA

Organised by: Dorota Glowacka, University of Helsinki, Finland; Evangelos Milios, Dalhousie University, Canada; Axel J. Soto, UNS - CONICET, Argentina; Fernando V. Paulovich, Dalhousie University, Canada; Denis Parra, Pontificia Universidad Católica, Chile; Osnat (Ossi) Mokryn, University of Haifa, Israel

- ESIDA Preface

1. Content-based layout optimization
   Balaji Vasan Srinivasan, Vishwa Vinay, Niyati Chhaya
2. eX2: a framework for interactive anomaly detection
   Ignacio Arnaldo, Kalyan Veeramachaneni, Mei Lam
3. SciNoon: Exploratory Search System for Scientific Groups
   Yaroslav Nedumov, Anton Babichev, Ivan Mashonsky, Natalia Semina
4. Explainable Structuring and Discovery of Relevant Cases for Exploration of High-Dimensional Data
   Joris Falip, Frédéric Blanchard, Michel Herbin
5. Temporal Evolution of Behavioral User Personas via Latent Variable Mixture Models
   Joris Falip, Frédéric Blanchard, Michel Herbin
6. Exploiting Literature-Based Discovery to Study Effects of Bullying
   S.M.Shamimul Hasan
7. Understanding and Exploring Competitive Technical Data from Large Repositories of Unstructured Text
   James Nolan, Mark Stevens, Peter David
8. Exploring User-Controlled Hybrid Recommendation in a Conference Context
   Chun-Hua Tsai, Peter Brusilovsky, Behnam Rahdari

### Workshop 3: Explainable Smart Systems - ExSS

Organised by: Brian Lim, National University of Singapore; Advait Sarkar, Microsoft Research Cambridge; Alison Smith-Renner, Decisive Analytics Corporation; Simone Stumpf, City University of London

- ExSS Preface

1. Explaining AI Fairly (Well)
   Margaret Burnett
2. Dark Patterns of Explainability, Transparency, and User Control for Intelligent Systems
   Michael Chromik, Malin Eiband, Sarah Völkel, Daniel Buschek
3. Why these Explanations? Selecting Intelligibility Types for Explanation Goals
   Brian Lim, Qian Yang, Ashraf Abdul, Danding Wang
4. Horses For Courses: Making The Case For Persuasive Engagement In Smart Systems
   Simone Stumpf
5. Interactive Naming for Explaining Deep Neural Networks: A Formative Study
   Mandana Hamidi Haines, Zhongang Qi, Alan Fern, Fuxin Li, Prasad Tadepalli
6. Evaluating Rule-based Programming and ReinforcementLearning for Personalising an Intelligent System
   Ruixue Liu, Advait Sarkar, Erin Solovey, Sebastian Tschiatschek
7. A Study on Interaction in Human-in-the-Loop Machine Learning for Text Analytics
   Yiwei Yang, Eser Kandogan, Yunyao Li, Prithviraj Sen, Walter Lasecki
8. Learn2Sign: Explainable AI for Sign Language Learning
   Prajwal Paudyal, Junghyo Lee, Azamat Kamzin, Mohamad Soudki, Ayan Banerjee, Sandeep Gupta
9. Exploring the Need for Explainable Artificial Intelligence (XAI) in Intelligent Tutoring Systems (ITS)
   Vanessa Putnam, Cristina Conati
10. Explainability in Context: Lessons from an Intelligent System in the IT Services Domain
    Christine T. Wolf, Jeanette Blomberg
11. Explainable Activity Recognition in Videos
    Chiradeep Roy, Mahesh Shanbhag, Mahsan Nourani, Tahrima Rahman, Samia Kabir, Vibhav Gogate, Nicholas Ruozzi, Eric Ragan
12. Towards an Explainable Threat Detection Tool
    Alison Smith-Renner, Rob Rua, Mike Colony
13. Exploring Principled Visualizations for Deep Network Attributions
    Mukund Sundararajan, Jinhua Xu, Ankur Taly, Rory Sayres, Amir Najmi
14. Surrogate Decision Tree Visualization
    Federica Di Castro, Enrico Bertini
15. Requirements for Explainable Smart Systems in the Enterprises from Users and Society Based on FAT
    Yuri Nakao, Junichi Shigezumi, Hikaru Yokono, Takuya Takagi
16. Mash: software tools for developing interactive and transparent machine learning systems
    An Nguyen, Matt Lease, Byron Wallace
17. Can we do better explanations? A proposal of user-centered explainable AI
    Mireia Ribera, Agata Lapedriza
18. Interestingness Elements for Explainable Reinforcement Learning through Introspection
    Pedro Sequeira, Eric Yeh, Melinda Gervasio
19. Interactive Topic Model with Enhanced Interpretability
    Jun Wang, Changsheng Zhao, Junfu Xiang, Kanji Uchino
20. Outlining the Design Space of Explainable Intelligent Systems for Medical Diagnosis
    Yao Xie, Xiang Chen, Ge Gao

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

Organised by: Mark Grause, Maastricht University, the Netherlands; Bruce Ferwerda, Jönköping University, Sweden; Marko Tkalcic, Free University of Bozen-Bolzano, Italy; Panagiotis Germanakos, SAP, Germany

- HUMANIZE Preface

1. Tamagotchi++: A Serious, Personalized Game to Encourage Healthy Behavior
   Bruce Ferwerda, Michael Lee
2. Exploring How to Personalize Travel Mode Recommendations For Urban Transportation
   Shiwali Mohan, Matthew Klenk, Victoria Bellotti
3. Personalizing User Interactions in a Social Shopping Context and Open Challenges
   Yu Xu, Michael Lee
4. Understanding Community Rivalry on Social Media: A Case Study of Two Footballing Giants
   Sopan Khosla, Siddhant Arora, Abhilash Nandy, Ankita Saxena, Anandhavelu N
5. Personalizing VR Educational Tools for English Language Learners
   Michael Lee, Adam Spryszynski, Eric Nersesian
6. Using a Serious Game to Teach User-Centered Design
   Domina Kiunsi, Bruce Ferwerda

### Workshop 5: Intelligent User Interfaces for Internet of Things - UIoT

Organised by: Bart Knijnenburg, Clemson University, USA; Alfred Kobsa, University of California - Irvine, USA; Martijn Willemsen, TU Eindhoven, Netherlands; Kevin Sun, TU Eindhoven, Netherlands; Yangyang He, Clemson University, USA; Paritosh Bahirat, Clemson University, USA

- UIoT Preface

1. Keynote talk: Augmented, Adaptive, Accessible, and Inclusive Things
   Ilaria Torre
2. Towards Intelligent Personalization of IoT Platforms
   Fabio Paternò, Sadi Alawadi
3. Exploring Everyday Sharing Practices of Smart Speakers
   Radhika Garg, Christopher Moreno
4. Benefits and Challenges of Smart Highways for the User
   Gesa Wiegand
5. An Exploration on Sharing Smart Home Devices Beyond the Home
   Abhiditya Jha, Jess Kropczynski, Heather Richter Lipford, Pamela Wisniewski
6. Impact of Voice-based Interaction on Learning Practices and Behavior of Children
   Subhasree Sengupta, Radhika Garg

### Workshop 6: User Interactions for Building Knowledge - UIBK

Organised by: Johanne Christensen, North Carolina State University; Juhee Bae, University of Skövde; Benjamin Watson, North Carolina State University; Kartik Talamadupula, IBM Research; Josef Spjut, NVIDIA; Stacy Joines, IBM

- UIBK Preface

1. WoS – Open Source Wizard of Oz for Speech Systems
   Birgit Brüggemeier, Philip Lalone
2. An apprenticeship model for human and AI collaborative essay grading
   Alok Baikadi, Lee Becker, Jill Budden, Peter Foltz, Andrew Gorman, Scott Hellman, William Murray, Mark Rosenstein
3. Detecting Changes in User Behavior to Understand Interaction Provenance during Visual Data Analysis
   Alyssa Pena, Eric Ragan, Theodora Chaspari
4. Eliciting Structures in Data
   Ahmad Al-Shishtawy, Juhee Bae, Mohamed-Rafik Bouguelia, Göran Falkman, Sarunas Girdzijauskas, Olof Gönerup, Anders Holst, Alexander Karlsson, Slawomir Nowaczyk, Sepideh Pashami, Alan Said, Amira A. Soliman El Hosary

### Workshop 7: User Interfaces for Spatial-Temporal Data Analysis - UISTDA

Organised by: Shoko Wakamiya, Nara Institute of Science and Technology, Japan; Adam Jatowt, Kyoto University, Japan; Yukiko Kawai, Kyoto Sangyo University / Osaka University, Japan; Toyokazu Akiyama, Kyoto Sangyo University, Japan; Ricardo Campos, Polytechnic Institute of Tomar, LIAAD INESC TEC, Portugal; Zhenglu Yang, Nankai University, China

- UISTDA Preface

1. User-relative Personalized Tour Recommendation
   Prarthana Padia, Bhavya Singhal, Kwan Hui Lim
2. Video Scene Extraction Tool for Soccer Goalkeeper Performance Data Analysis
   Yasushi Akiyama, Rodolfo Garcia Barrantes, Tyson Hynes
3. Recommending Web Advertisements based on Long-Short Term User Interest
   Panote Siriaraya, Yuriko Yamaguchi, Mimpei Morishita, Yoichi Inagaki, Reyn Nakamoto, Jianwei Zhang, Shinsuke Nakajima
4. Analysis of Seven Editing Bias in Movie Trailer Based on Editing Features
   Honoka Kakimoto, Yuanyuan Wang, Yukiko Kawai, Kazutoshi Sumiya

### Workshop 8: User-Aware Conversational Agents - USER2AGENT

Organised by: Q. Vera Liao, IBM Research AI; Michal Shmueli-Scheuer, IBM Research AI; Tsung-Hsien (Shawn) Wen, PolyAI; Zhou Yu, University of California, Davis

- USER2AGENT Preface

1. Building Jarvis - A Learner-Aware Conversational Trainer
   Shiwali Mohan, Kalai Ramea, Bob Price, Matthew Shreve, Hoda Eldardiry, Les Nelson
2. Building Real-World Chatbot Interviewers: Lessons from a Wizard-of-Oz Field Study
   Michelle Zhou, Carolyn Wang, Gloria Mark, Huahai Yang, Kevin Xu
3. CORK: A COnversational agent framewoRK exploiting both rational and emotional intelligence
   Fabio Catania, Micol Spitale, Davide Fisicaro
4. PRIMER: An Emotionally Aware Virtual Agent
   Carla Gordon, Anton Leuski, Grace Benn, Eric Klassen, Edward Fast, Matt Liewer, Arno Hartholt, David Traum
5. Dialogue Design and Management for Multi-Session Casual Conversation with Older Adults
   Zahra Razavi, Lenhart Schubert, Benjamin Kane, Mohammad Rafayet Ali, Kimberly A. Van Orden, Tianyi Ma
6. Evaluating Voice Applications by User-Aware Design Guidelines Using an Automatic Voice Crawler
   Xu Han, Tom Yeh

### Workshop 9: Intelligent User Interfaces for Algorithmic Transparency in Emerging Technologies - IUI-ATEC

Organised by: Styliani Kleanthous, Open University of Cyprus & RISE LTD, Cyprus; Tsvi Kuflik, University of Haifa; Jahna Otterbacher, Open University of Cyprus & RISE LTD, Cyprus; Alan Hartman, University of Haifa; Casey Dugan, IBM; Veronika Bogina, University of Haifa

- IUI-ATEC Preface

1. Algorithmic Transparency of Conversational Agents
   Sam Hepenstal, Neesha Kodagoda, Leishi Zhang, Pragya Paudyal, William Wong
2. Transparency in Advice-Giving Systems: A Framework and a Research Model for Transparency Provision
   Ruijing Zhao, Izak Benbasat, Hasan Cavusoglu
3. Robots That Make Sense: Transparent Intelligence Through Augumented Reality
   Alexandros Rotsidis, Andreas Theodorou, Robert H. Wortham
4. Designing Explanation Interfaces for Transparency and Beyond
   Chun-Hua, Peter Brusilovsky
5. Making Transparency Clear: The Dual Importance of Explainability and Auditability
   Aaron Springer, Steve Whittaker
6. Making Educational Recommendations Transparent through a Fine-Grained Open Learner Model
   Jordan Barria-Pineda, Peter Brusilovsky

2019-03-07: submitted by Christoph Trattner, metadata incl. bibliographic data published under Creative Commons CC0
2019-03-12: published on CEUR-WS.org |valid HTML5|