The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI

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In Fernando Martínez-Plumed, Bao Sheng Loe, Peter Flach, Sean O. O. HEigeartaigh, Karina Vold & José Hernández-Orallo (eds.), Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence Evolution of the contours of AI. pp. 5180-5187 (2018)
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Abstract

We present nine facets for the analysis of the past and future evolution of AI. Each facet has also a set of edges that can summarise different trends and contours in AI. With them, we first conduct a quantitative analysis using the information from two decades of AAAI/IJCAI conferences and around 50 years of documents from AI topics, an official database from the AAAI, illustrated by several plots. We then perform a qualitative analysis using the facets and edges, locating AI systems in the intelligence landscape and the discipline as a whole. This analytical framework provides a more structured and systematic way of looking at the shape and boundaries of AI.

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Author Profiles

Karina Vold
University of Toronto, St. George Campus
Jose Hernandez
California State University, Los Angeles
Sean O. O HEigeartaigh
Cambridge University

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The extended mind.Andy Clark & David J. Chalmers - 1998 - Analysis 58 (1):7-19.
Unified theories of cognition.Allen Newell - 1990 - Cambridge: Harvard University Press.

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