ExSS: explainable smart systems 2019

ExSS: explainable smart systems 2019
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ExSS:可解释的智能系统 2019

DOI:
10.1145/3308557.3313112
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发表时间:
2019
期刊:
Companion Proceedings of the 24th International Conference on Intelligent User Interfaces
影响因子:
--
通讯作者:
S. Stumpf
S. Stumpf
中科院分区:
--
文献类型:
--
作者:
Brian Y. Lim;Advait Sarkar;Alison Smith;S. Stumpf

文献摘要

被引文献

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应用复杂推理来做出决策和计划行为的智能系统通常很难让用户理解。虽然使系统更易于解释,从而更易于理解和透明的研究正在加快步伐,但有关这些系统的许多问题和问题需要进一步关注。ExSS 2019研讨会是之前在IUI举办的非常成功的ExSS 2018研讨会的后续活动,旨在将学术界和工业界聚集在一起解决这些问题。本次研讨会包括主题演讲、专题讨论、海报会议和小组活动,目的是开发具体的方法来处理与可解释智能系统的设计和开发相关的挑战。
Smart systems that apply complex reasoning to make decisions and plan behavior are often 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 ExSS 2019 workshop is a follow-on from the very successful ExSS 2018 workshop previously held at IUI, to bring academia and industry together to address these issues. This workshop includes a keynote, paper panels, poster session, and group activities, with the goal of developing concrete approaches to handling challenges related to the design and development of explainable smart systems.