research
currently exploring a variety of projects and research revolving around graphics, visualization, and visual analytics, specifically challenging conventional ways in which visualization is traditionally used to interface with data or systems. some of my research interests include:
* Visual analytics/visualization for complex systems
- Multi-agent systems, network visualization, simulation data
- Decision-making and strategy in adversarial and uncertain environments
- Emergent behavior in system
- Temporal evolution (e.g. of hierarchies)
- Portfolio of search algorithm, collaborative/adversarial search strategy selection
* Cognitive + perceptual aspects of visualization
- particularly for 'non-conventional' data: unstructured, qualitative, etc
- Adaptive and personalized visualization systems to aid discovery ('help user ask questions')
- human perceptions of complex visualizations, reducing cognitive overload
* Interactive Narrative & Storytelling with Data
- computational techniques for automated and interactive storytelling
- mixed-methods/typology (qualitative + quantitative, static + interactive, passive/active query, etc) in visualization
- human perceptions of complex visualizations, reducing cognitive overload
* domain-specific visualization
- geospatial analysis, social sciences, humanities etc
- better mapping
- spatial/perceptual