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About this document
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- 34 pages
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- $34 one-time, yours to keep
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- Computer Science, Engineering, Psychology
This research paper presents a rule-based expert system for task distribution in teams under unbalanced workload conditions. It discusses mental workload, workload management in teams, and automation. It is useful for understanding how to manage mental workload in teams, especially in naval command and control systems.
What's inside
- Mental workload and its impact on performance
- Workload management in command and control teams
- Automation issues and recommendations
- Task Distribution Expert System (TDES)
- Distributed Adaptive Task Management System (DATMS)
- Workload representation and expert system components
Who it is for: Students and professionals studying or working in Computer Science, Engineering or Psychology. (Postgraduate)
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Summary
In naval command and control systems, a fair share of tasks is vital for team performance. This paper introduces a system to help team leaders assign tasks. It explains how the system works and what it does.
Naval Command and Control
Naval command and control systems need to manage tasks for many people. Future systems will have fewer people, more information and more complex tasks. This can lead to too much or too little mental workload for operators.
Workload at Different Levels
Workload can be managed at different levels. At the task level, changing a task changes its demands. At the operator level, many tasks are assigned to one person. At the team level, tasks are shared among team members.
Task Distribution Expert System
The Task Distribution Expert System uses fuzzy logic to handle mental workload. It suggests task assignments to keep workload balanced. The system considers automation levels and team members' roles and workloads. The system's rules help to increase or decrease a team member's workload.
Workload as a Fuzzy Concept
Workload is seen as a fuzzy concept. It is mapped to an inverted U relation. Fuzzy set theory is used to handle the uncertainty in workload levels. Fuzzy terms and modifiers help to define workload conditions.
Key terms
- Naval Command and Control
- Organizations that manage tasks for naval operations.
- Mental Workload
- The cognitive demands placed on an operator.
- Fuzzy Logic
- A way of handling uncertainty and vagueness in data.
- Task Distribution Expert System
- A system that suggests task assignments to balance workload.
- Automation
- The use of machines to perform tasks.
- Role Crossing
- Assigning tasks to team members who are not their usual role.
Questions this document helps with
- When does a naval team face too much or too little workload?
- What is fuzzy logic and how does it help in task distribution?
- How does the Task Distribution Expert System balance workload?
Summary written with AI from the document's text.
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