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cs.HC2026
Digital Fragmentation and Generative AI Use Across 103 Million Application Events
Sumer S. Vaid, Ashley V. Whillans
Knowledge workers switch between applications thousands of times per day, spending nearly a tenth of the work year transitioning between digital applications in a process called di…
cs.HC2026
Toward an AI-Powered Computational Testbed for Workforce Policy
Sumer S. Vaid, Ashley V. Whillans
Workforce transformations are difficult to forecast and costly to mismanage. In particular, the integration of artificial intelligence into knowledge work currently affects a subst…
cs.HC2024
Social Media Use is Predictable from App Sequences: Using LSTM and Transformer Neural Networks to Model Habitual Behavior
Heinrich Peters, Joseph B. Bayer, Sandra C. Matz +3
The present paper introduces a novel approach to studying social media habits through predictive modeling of sequential smartphone user behaviors. While much of the literature on m…