Provider: Impact Journals, LLC
TY  - JOUR
AU  - Galkin, Fedor 
AU  - Kochetov, Kirill 
AU  - Keller, Michelle 
AU  - Zhavoronkov, Alex 
AU  - Etcoff, Nancy 
TI  - Optimizing future well-being with artificial intelligence: self-organizing maps (SOMs) for the identification of islands of emotional stability
JO  - Aging
JA  - Aging (Albany NY)
VL  - 14
IS  - 12
PB  - Impact Journals, LLC
SN  - 1945-4589
UR  - https://doi.org/10.18632/aging.204061
DO  - 10.18632/aging.204061
SP  - 4935
EP  - 4958
PY  - 
AB  - In this article, we present a deep learning model of human psychology that can predict one’s current age and future well-being. We used the model to demonstrate that one’s baseline well-being is not the determining factor of future well-being, as posited by hedonic treadmill theory. Further, we have created a 2D map of human psychotypes and identified the regions that are most vulnerable to depression. This map may be used to provide personalized recommendations for maximizing one’s future well-being.
ER  -