Predicting Working Memory in Healthy Older Adults Using Real-Life Language and Social Context Information: A Machine Learning Approach

Andrea Ferrario   ^{1, 2} , PhD ;   Minxia Luo   ^{3, 4} , PhD ;   Angelina J Polsinelli   ⁵ , PhD ;   Suzanne A Moseley   ⁶ , PhD ;   Matthias R Mehl   ⁷ , Prof Dr ;   Kristina Yordanova   ⁸ , Dr ;   Mike Martin   ^{3, 4} , Prof Dr ;   Burcu Demiray   ^{3, 4} , PhD

¹ Chair of Technology Marketing, ETH Zurich, Zurich, Switzerland

² Mobiliar Lab for Analytics, ETH Zurich, Zurich, Switzerland

³ Department of Psychology, University of Zurich, Zurich, Switzerland

⁴ University Research Priority Program Dynamics of Healthy Aging, University of Zurich, Zurich, Switzerland

⁵ Department of Neurology, Indiana University School of Medicine, Indianapolis, IN, United States

⁶ Department of Psychology, Minnesota Epilepsy Group, St Paul, MN, United States

⁷ Department of Psychology, University of Arizona, Tucson, AZ, United States

⁸ Institute of Computer Science, University of Rostock, Rostock, Germany