Endowing machines with the expert human ability to select representations: Why and how
Published version
Peer-reviewed
Repository URI
Repository DOI
Change log
Authors
Jamnik, Mateja https://orcid.org/0000-0003-2772-2532
Cheng, P
Abstract
To achieve efficient human computer collaboration, computers need to be able to represent information in ways that humans can understand. Picking a good representation is critical for effective communication and human learning, especially on technical topics. To select representations appropriately, AI systems must have some understanding of how humans reason and comprehend the nature of representations. In this interdisciplinary research, we are developing the foundations for the analysis of representations for reasoning. Ultimately, our goal is to build AI systems that select representations intelligently, taking users’ preferences and abilities into account.
Description
Title
Endowing machines with the expert human ability to select representations: Why and how
Keywords
46 Information and Computing Sciences, 4608 Human-Centred Computing, 4602 Artificial Intelligence
Is Part Of
Human-Like Machine Intelligence
Book type
Publisher
Oxford University Press
Publisher DOI
ISBN
9780198862536