Endowing machines with the expert human ability to select representations: Why and how
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Authors
Jamnik, M
Cheng, P
Editors
Muggleton, Stephen
Chater, Nicholas
Publication Date
2021-07-13ISBN
9780198862536
Publisher
Oxford University Press
Number
18
Pages
355-378
Type
Book chapter
Metadata
Show full item recordCitation
Jamnik, M., & Cheng, P. (2021). Endowing machines with the expert human ability to select representations: Why and how. In Muggleton, Stephen. Oxford University Press, Human-Like Machine Intelligence. [Book chapter]. https://doi.org/10.1093/oso/9780198862536.003.0018
Abstract
<p>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.</p>
Identifiers
External DOI: https://doi.org/10.1093/oso/9780198862536.003.0018
This record's DOI: https://doi.org/10.17863/CAM.80291
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