Knowledge acquisition via interactive Distributed Cognitive skill Modules

10/13/2022
by   Ahmet Orun, et al.
0

The human's cognitive capacity for problem solving is always limited to his/her educational background, skills, experiences, etc. Hence, it is often insufficient to bring solution to extraordinary problems especially when there is a time restriction. Nowadays this sort of personal cognitive limitations are overcome at some extend by the computational utilities (e.g. program packages, internet, etc.) where each one provides a specific background skill to the individual to solve a particular problem. Nevertheless these models are all based on already available conventional tools or knowledge and unable to solve spontaneous unique problems, except human's procedural cognitive skills. But unfortunately such low-level skills can not be modelled and stored in a conventional way like classical models and knowledge. This work aims to introduce an early stage of a modular approach to procedural skill acquisition and storage via distributed cognitive skill modules which provide unique opportunity to extend the limits of its exploitation.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/03/2021

Low-level cognitive skill transfer between two individuals' minds via computer game-based framework

The novel technique introduced here aims to accomplish the first stage o...
research
02/27/2018

Computational Red Teaming in a Sudoku Solving Context: Neural Network Based Skill Representation and Acquisition

In this paper we provide an insight into the skill representation, where...
research
05/28/2021

Promoting the Acquisition of Hardware Reverse Engineering Skills

This full research paper focuses on skill acquisition in Hardware Revers...
research
06/12/2023

Leveraging Skill-to-Skill Supervision for Knowledge Tracing

Knowledge tracing plays a pivotal role in intelligent tutoring systems. ...
research
10/04/2022

What is the Price of a Skill? Revealing the Complementary Value of Skills

The global workforce is urged to constantly reskill, as technological ch...
research
07/15/2019

Mutual Reinforcement Learning

Recently, collaborative robots have begun to train humans to achieve com...
research
06/18/2021

Enhancing user creativity: Semantic measures for idea generation

Human creativity generates novel ideas to solve real-world problems. Thi...

Please sign up or login with your details

Forgot password? Click here to reset