The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI
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.
Cite
Text
Martínez-Plumed et al. "The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI." International Joint Conference on Artificial Intelligence, 2018. doi:10.24963/IJCAI.2018/718Markdown
[Martínez-Plumed et al. "The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI." International Joint Conference on Artificial Intelligence, 2018.](https://mlanthology.org/ijcai/2018/martinezplumed2018ijcai-facets/) doi:10.24963/IJCAI.2018/718BibTeX
@inproceedings{martinezplumed2018ijcai-facets,
title = {{The Facets of Artificial Intelligence: A Framework to Track the Evolution of AI}},
author = {Martínez-Plumed, Fernando and Loe, Bao Sheng and Flach, Peter A. and hÉigeartaigh, Seán Ó and Vold, Karina and Hernández-Orallo, José},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {2018},
pages = {5180-5187},
doi = {10.24963/IJCAI.2018/718},
url = {https://mlanthology.org/ijcai/2018/martinezplumed2018ijcai-facets/}
}