Monash University
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Effective Visualisations of Large Ontologies and Associations

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thesis
posted on 2021-02-08, 06:07 authored by YING YANG
Ontologies are structured vocabularies for organising domain knowledge, and are widely used in biological and biomedical research. They frequently contain thousands of terms and are arranged hierarchically with numerous non-hierarchical associations between terms. Ontology users and developers need to understand combinations of associations that are distributed across the hierarchy—a task which is not well supported by existing tools. This thesis presents a new approach for interactive visualisation of associations within ontologies. It employs visual compression techniques and novel visual representations to facilitate effective ontology exploration and analysis. These techniques are implemented in the web-based system OntoPlot.

History

Campus location

Australia

Principal supervisor

Michael Wybrow

Additional supervisor 1

Yuan-Fang Li

Additional supervisor 2

Tobias Czauderna

Year of Award

2021

Department, School or Centre

Information Technology (Monash University Clayton)

Course

Doctor of Philosophy

Degree Type

DOCTORATE

Faculty

Faculty of Information Technology