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Computerized System to Enhance Situation
Awareness: Key Challenges Associated with the
Design, Evaluation, and Extension of a Prototype
Yasir Javed* & Tony Norris**
*COMSATS Institute of Information Technology, Abbottabad, Pakistan
**School of Engineering and Advanced Technology, Massey University, Auckland, New Zealand
Overview
• Situation Awareness in Emergency Management
• SAVER Prototype
o Design and Implementation Challenges
o Evaluation Challenges
• Extending SAVER as a Production System
o Design and Implementation Challenges
Slide 2 from 14
Situation Awareness in
Emergency Management
• Situation Awareness (SA)
o Result of understanding the situation (Situation assessment)
o Provide basis to decide the actions needed to normalise the situation
o Perception, Comprehension and Projection
• Shared Situation Awareness (SSA)
o Overlap (commonality) in the SA of team members
• Team Situation Awareness (TSA)
o SA required for own / team responsibilities in relation to the team goal
o Total (combined) SA of team members
o Belief about own and team members’ SA
Slide 3 from 14
SAVER Design and Development
Contextual SA
Slide 4 from 14
SAVER Architecture
Slide 5 from 14
SAVER Functionality
• Goal Directed to Improve Decision Making
• Displays Information to Reduce User Processing
• Proactive Sharing of Information to Enhance SA
• Enhances all Types and Levels of SA
• Uses Ontology to Infer Future Situations
Slide 6 from 14
SAVER Interface
Slide 7 from 14
SAVER Evaluation
Construct Measured
Mean %
situation
awareness
using SAVER
Mean %
situation
awareness not
using SAVER
t-value p-Value
Individual SA 82.6 73.0 2.84 p = 0.008
Shared SA (SSA) 78.5 67.3 5.95 p < 0.001
Team SA (TSA) 81.9 59.5 4.50 p = 0.003
Combined SA (TSA) 91.8 83.4 4.42 p = 0.003
Slide 8 from 14
Extending the SAVER Prototype
• Trust Development
• Testing with Actual (Large)Data Sets
• Human Computer Interface Requirements Analysis
• Challenges
o Organizational
o Architectural
o Functionality
o Display and interaction
Slide 9 from 14
Organizational Changes
• Multi-organization Integration
• Level of Information sharing – New policies
• Process Re-Engineering (Change Management)
• Emergency Managers and Training
• In-depth Information requirements for organizations
Slide 10 from 14
Architectural Challenges
Slide 11 from 14
Functionality Challenges
• Option Handling
• Cloud Computing
• Sensor Input
• Security
• Testing
Slide 12 from 14
Display and Interaction Challenges
• Graphical User Interface (GUI) requirements
• SA, SSA and TSA Oriented Visualisations
• Query Visualisation
• Visual Analytics
• Touch Screens
• Mobile Devices
Slide 13 from 14
Thank You
Slide 14 from 14

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Computerized System to Enhance Situation Awareness: Key Challenges Associated with the Design, Evaluation, and Extension of a Prototype

  • 1. Computerized System to Enhance Situation Awareness: Key Challenges Associated with the Design, Evaluation, and Extension of a Prototype Yasir Javed* & Tony Norris** *COMSATS Institute of Information Technology, Abbottabad, Pakistan **School of Engineering and Advanced Technology, Massey University, Auckland, New Zealand
  • 2. Overview • Situation Awareness in Emergency Management • SAVER Prototype o Design and Implementation Challenges o Evaluation Challenges • Extending SAVER as a Production System o Design and Implementation Challenges Slide 2 from 14
  • 3. Situation Awareness in Emergency Management • Situation Awareness (SA) o Result of understanding the situation (Situation assessment) o Provide basis to decide the actions needed to normalise the situation o Perception, Comprehension and Projection • Shared Situation Awareness (SSA) o Overlap (commonality) in the SA of team members • Team Situation Awareness (TSA) o SA required for own / team responsibilities in relation to the team goal o Total (combined) SA of team members o Belief about own and team members’ SA Slide 3 from 14
  • 4. SAVER Design and Development Contextual SA Slide 4 from 14
  • 6. SAVER Functionality • Goal Directed to Improve Decision Making • Displays Information to Reduce User Processing • Proactive Sharing of Information to Enhance SA • Enhances all Types and Levels of SA • Uses Ontology to Infer Future Situations Slide 6 from 14
  • 8. SAVER Evaluation Construct Measured Mean % situation awareness using SAVER Mean % situation awareness not using SAVER t-value p-Value Individual SA 82.6 73.0 2.84 p = 0.008 Shared SA (SSA) 78.5 67.3 5.95 p < 0.001 Team SA (TSA) 81.9 59.5 4.50 p = 0.003 Combined SA (TSA) 91.8 83.4 4.42 p = 0.003 Slide 8 from 14
  • 9. Extending the SAVER Prototype • Trust Development • Testing with Actual (Large)Data Sets • Human Computer Interface Requirements Analysis • Challenges o Organizational o Architectural o Functionality o Display and interaction Slide 9 from 14
  • 10. Organizational Changes • Multi-organization Integration • Level of Information sharing – New policies • Process Re-Engineering (Change Management) • Emergency Managers and Training • In-depth Information requirements for organizations Slide 10 from 14
  • 12. Functionality Challenges • Option Handling • Cloud Computing • Sensor Input • Security • Testing Slide 12 from 14
  • 13. Display and Interaction Challenges • Graphical User Interface (GUI) requirements • SA, SSA and TSA Oriented Visualisations • Query Visualisation • Visual Analytics • Touch Screens • Mobile Devices Slide 13 from 14