Adaptive cognitive fit: Artificial intelligence augmented management of information facets and representations

作者：

Highlights：

• Complex information facets, such as equivocality, can influence human performance.

• Deterministic and probabilistic representations affect cognition.

• Machine learning can map human performance with information facets.

• Artificial intelligence (AI) can model and augment human behavior and performance.

• Using Adaptive Cognitive Fit (ACF), AI can augment and improve human performance.

摘要

•Complex information facets, such as equivocality, can influence human performance.•Deterministic and probabilistic representations affect cognition.•Machine learning can map human performance with information facets.•Artificial intelligence (AI) can model and augment human behavior and performance.•Using Adaptive Cognitive Fit (ACF), AI can augment and improve human performance.

论文关键词：Adaptive,Artificial intelligence,Cognitive fit,Equivocality,Information facet,Information processing,Machine learning,Augmentation,Optimal performance,Information

论文评审过程：Received 17 October 2021, Revised 4 March 2022, Accepted 5 March 2022, Available online 8 April 2022, Version of Record 8 April 2022.

论文官网地址：https://doi.org/10.1016/j.ijinfomgt.2022.102505