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Can Knowledge about Community Resilience be Organized by Means
of Ontological Modeling?
Sarah Newell Wojtek
MichalowskiDavood Astaraky
Telfer School of Management
Tracey O’Sullivan Interdisciplinary School
of Health Sciences
University of Ottawa
Outline
BackgroundResearch HypothesisMethodOntology Study MethodVisualizing the OntologyExpected ResultsConclusions/Implications
Background
Community Resilience: the ability to resist, absorb, and recover from a disturbance.1
Many different research approaches have led to a lack of agreement about which are the key elements to focus on when developing interventions.
1 – Norris et al, 2008
Research Hypothesis
Systematic representation of the knowledge about community resilience to a disaster will highlight the interdependence of components so their roles can be better understood.
Method
The ontology engineering will: Provide structure Organize the elements Tailor to unique community needs
Ontology
Structured way of representing knowledge Concepts and the relationships between
themStudy design process
Define Knowledge
Sources
Extract Concepts
Develop Ontology Evaluate Case Study
Knowledge Extraction Method
Modified from PICO method1 used by Cochrane Review2
Adapted for our purposes to include
Concepts, Abstraction Level, Properties (CAP Method)
1 - Higgins & Green, 2011 ; 2 - Cochrane Collaboration, 2013
Knowledge Extraction
Review each paragraph individually
Describing content of literature
Community Resilience to a Disaster
Case study or too specific
Describing relationship between concepts
Developing the Ontology of Community Resilience
Identify key concepts/elementsDefine each term or conceptIdentify shared characteristics to form
hierarchyIdentify appropriate superconcepts
and subconcepts based on these characteristics
Develop relationships between hierarchies
Ontology Visualized
Social Capital
Social Support Social Networks
Community Engagment
Collective Consciousness
Community Competence
Collective Efficacy
Community Capacity
Community Ownership
Community Action
ResourcesCommunityEnvironment Type
Disaster
Has Environment
Ecological Environment
Social Environment
Built Environment
Is-a Has Resources
Is-a
Has Community
EffectsIs Effected by
Natural Disaster
Human Disaster
Technological Disaster Hurricane
Is-a
Is-a
Is-a Is-a
Conclusions/Implications
This ontology is a way of representing the current knowledge.
Future research can benefit from identifying gaps that exist in the ontology.
Design of interventions can benefit from having knowledge represented in a systematic manner.
Can Knowledge about Community Resilience be Organized by Means of Ontological Modeling?
Contact Information:Sarah Newell
University of [email protected]
www.telfer.uOttawa.ca
THANK YOU