Skip to main content
eScholarship
Open Access Publications from the University of California

A hierarchical model of metacognition

Creative Commons 'BY' version 4.0 license
Abstract

I present a novel method of conceptualizing metacognition in a computational hierarchy. Metacognition is commonlydescribed as cognition acting on itself, and correlates with enhanced performance in memory, reasoning, emotional reg-ulation, and motor skills. Understanding metacognition requires surmounting two barriers: its high-level abstraction anddisputed terminology. To overcome these barriers I employ a computational cognitive architecture to first define the baseunits of cognition and how they come to act on themselves. Well-defined computational units are built up into a hierarchyof cognitive processes. These forms of cognition are then connected back to clarify the research literature. Each formis built into working models within ACT-R to support this hierarchical systems viability. The intention of this hierar-chical model is to help clarify the nature of metacognition by supplementing verbal cognitive definition with rigorouscomputational terminology.

Main Content
For improved accessibility of PDF content, download the file to your device.
Current View