| Vol-2582 urn:nbn:de:0074-2582-4 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ExSS-ATEC 2020
Explainable Smart Systems and Algorithmic Transparency in Emerging Technologies

### Proceedings of the Workshop on Explainable Smart Systems for Algorithmic Transparency in Emerging Technologies
co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020)

### Cagliari, Italy, March 17, 2020.

Edited by

### Alison Smith-Renner *
Styliani Kleanthous †
Brian Lim ‡
Tsvi Kuflik §
Simone Stumpf ¶
Jahna Otterbacher †
Advait Sarkar ||
Casey Dugan **
Avital Shulner §

* Decisive Analytics Corporation, Arlington, VA, USA
† CyCat at OUC and Rise Research Centre, Nicosia, Cyrpus
‡ National University of Singapore, Singapore
§ University of Haifa, Haifa, Israel
¶ City, University of London, London, UK
|| Microsoft Research, Cambridge, UK
** IBM Research, Cambridge, MA, USA

## Table of Contents

- ExSS-ATEC: Explainable Smart Systems and Algorithmic Transparency in Emerging Technlologies 2020 (workshop abstract)
  Alison Smith-Renner, Styliani Kleanthous, Brian Lim, Tsvi Kuflik, Simone Stumpf, Jahna Otterbacher, Advait Sarkar, Casey Dugan, Avital Shulner
- Explaining Data Driven Personas to End Users
  Soon-gyo Jung, Joni Salminen, Bernard J. Jansen
- Position: We Can Measure XAI Explanations Better with Templates
  Jonathan Dodge, Margaret Burnett
- What are you Thinking? Explaining Conversation Agent Responses for Criminal Investigations
  Sam Hepenstal, Leisha Zhang, Neesha Kodagoda, B. L. William Wong
- Cross-domain Correspondences for Explainable Recommendations
  Aaron Stockdill, Daniel Raggi, Mateja Jamnik, Grecia Garcia Garcia, Holly E. A. Sutherland, Peter C.-H. Cheng, Advait Sarkar
- Verification Staircase: a Design Strategy for Actionable Explanations
  Martin Lindvall, Jesper Molin
- The Effect of Explanation Styles on User's Trust
  Retno Larasati, Anna De Liddo, Enrico Motta
- Do ML Experts Discuss Explainability for AI Systems?
  Juliana Jansen Ferreira, Mateus de Souza Monteiro
- What if? Interaction with Recommendations
  Martin Zürn, Malin Eiband, Daniel Buschek
- A Taxonomy for Human Subject Evaluation of Black-Box Explanations in XAI
  Michael Chromik, Martin Schuessler

2020-02-21: submitted by Alison Smith-Renner, metadata incl. bibliographic data published under Creative Commons CC0
2020-03-23: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|