@inproceedings{85e66824312a40188f74eab0defab016,
title = "TExSS: Transparency and explanations in smart systems",
abstract = "Smart systems that apply complex reasoning to make decisions and plan behavior, such as decision support systems and personalized recommendations, are difficult for users to understand. Algorithms allow the exploitation of rich and varied data sources, in order to support human decision-making and/or taking direct actions; however, there are increasing concerns surrounding their transparency and accountability, as these processes are typically opaque to the user. Transparency and accountability have attracted increasing interest to provide more effective system training, better reliability and improved usability. This workshop provides a venue for exploring issues that arise in designing, developing and evaluating intelligent user interfaces that provide system transparency or explanations of their behavior. In addition, we focus on approaches to mitigate algorithmic biases that can be applied by researchers, even without access to a given system's inter-workings, such as awareness, data provenance, and validation.",
keywords = "Accountability, Explanations, Fairness, Intelligent systems, Intelligibility, Machine learning, Transparency, Visualizations",
author = "Smith-Renner, {Alison Marie} and Styliani Kleanthous and Jonathan Dodge and Casey Dugan and Lee, {Min Kyung} and Lim, {Brian Y.} and Tsvi Kuflik and Advait Sarkar and Avital Shulner-Tal and Simone Stumpf",
note = "Publisher Copyright: {\textcopyright} 2021 Owner/Author.; 26th International Conference on Intelligent User Interfaces: Where HCI Meets AI, IUI 2021 ; Conference date: 14-04-2021 Through 17-04-2021",
year = "2021",
month = apr,
day = "14",
doi = "https://doi.org/10.1145/3397482.3450705",
language = "American English",
series = "International Conference on Intelligent User Interfaces, Proceedings IUI",
publisher = "Association for Computing Machinery",
pages = "24--25",
booktitle = "26th International Conference on Intelligent User Interfaces, IUI 2021 Companion",
address = "United States",
}