DeepAI AI Chat
Log In Sign Up

Cognitive AI Systems Contribute to Improving Creativity Modeling and Measuring Tools

08/16/2021
by   Faheem Zunjani, et al.
0

Cognitive science and cognitive psychology have long used creativity tests to measure and investigate the relationships between creativity, creative problem solving and other cognitive abilities. Implementing cognitive systems that can model and/or solve creativity tests can shed light on the cognitive process, and presents the possibility of building much more precise creativity measuring tools. This paper describes four cognitive AI systems related to the Remote Associates Test (RAT) and their contributions to creativity science. comRAT-C is a system that solves the RAT, correlating with human performance. comRAT-G reverse engineers this process to generate RAT queries with a high degree of parameter control. fRAT generates functional RAT queries, resurrecting a theoretical concept proposed by researchers many decades ago. The visual RAT takes advantage of the formal conceptualization necessary for computational implementation, to expand the RAT to the visual domain. All the cognitive systems and generated RAT queries have been successfully validated with human participants and have contributed in improving creativity modeling and measuring tools.

READ FULL TEXT
07/01/2022

Using a Cognitive Architecture to consider antiblackness in design and development of AI systems

How might we use cognitive modeling to consider the ways in which antibl...
11/20/2018

Applying Cognitive Tutoring in the use of Bioinformatics Tools

With the proliferation of simple and complex bioinformatics tools, there...
10/24/2016

Introduction: Cognitive Issues in Natural Language Processing

This special issue is dedicated to get a better picture of the relations...
04/20/2018

Understanding AI Data Repositories with Automatic Query Generation

We describe a set of techniques to generate queries automatically based ...
07/03/2019

Cognitive Information Measurements: A New Perspective

From a traditional point of view, the value of information does not chan...
05/31/2021

An Exploratory Study of Hardware Reverse Engineering Technical and Cognitive Processes

Understanding the internals of Integrated Circuits (ICs), referred to as...