2022 IEEE Workshop on TRust and EXpertise in Visual Analytics (TREX) / IEEE Computer Society.

Format:

Book

Author/Creator:

IEEE Computer Society, author, issuing body.

Language:

English

Subjects (All):

Machine learning--Congresses.

Machine learning.

Physical Description:

1 online resource (59 pages)

Other Title:

2022 IEEE Workshop on TRust and EXpertise in Visual Analytics

Place of Publication:

Piscataway, New Jersey : IEEE Computer Society, 2022.

Summary:

Interactive visualization systems combine computational support, human cognitive, and perceptual skills to explore and analyze data Many of these systems incorporate machine learning (ML) and Artificial Intelligence (AI) algorithms to introduce some level of automation to the analytical process However, there are aspects that can impact the effectiveness of the human machine collaboration, including, but not limited to 1 People s domain and system expertise 2 Human biases, including cognitive and perceptual biases 3 Trust in ML models and visual representation of data The goal of this workshop is to highlight and foster a conversation around the intersection of visualization and human centered AI research and practice by providing an interdisciplinary platform from relevant fields to communicate challenges and novel findings around such topics.

Notes:

Description based on online resource; title from PDF title page (IEEE Computer Society, viewed April 26, 2023).

ISBN:

1-66549-356-9