Paper Info
Title
Developing metacognitive models for team-based dynamic environment using fuzzy cognitive mapping
Abstract
In this paper, by using Fuzzy Cognitive Mapping (FCM) technique, we developed the metacognitive models for team-based dynamic environment. Preliminary findings from our metacognitive studies provided a possible metacognitive framework in dynamic control tasks [1, 2]. By analyzing metacognition, performance, and communication data between team, we are able to develop the team-based evolving metacognitive models for the dynamic environments using a fuzzy cognitive map. In this research, a human-in-the-loop simulation experiment was conducted to collect communication data, objective performance data (operator on-time action performance), and subjective rating data (retrospective confident metacognitive judgment) from 6 dyads (12 participants). Within the Anti-Air Warfare Coordinator (AAWC) simulation domain, the simulation test bed provides an interactive simulating condition in which the monitoring team must communicate with their team member to defend their ship against hostile aircraft.
Year
DOI
Venue
2013
10.1007/978-3-642-39360-0_36
HCI (16)
Keywords
Field
DocType
retrospective confident metacognitive judgment,metacognitive model,human-in-the-loop simulation experiment,dynamic control task,fuzzy cognitive mapping,subjective rating data,dynamic environment,communication data,possible metacognitive framework,team-based dynamic environment,metacognitive study,objective performance data,fuzzy cognitive map,metacognition
Cognitive map,Fuzzy cognitive map,Fuzzy logic,Psychology,Metacognition,Artificial intelligence,Human in the loop simulation
Conference
Citations 
PageRank 
References 
0
0.34
6
Authors
4
Name
Order
Citations
PageRank
Jung Hyup Kim1104.85
Gretchen A. Macht200.34
Ling Rothrock35510.68
David A. Nembhard47510.36