Research Areas
The Web:
- Information Retrieval / Web Search
- Web Mining
- Large-Scale Socio-Technical Systems
Social Media:
- Analysis of Social and Information Networks
- Mining of Social Media and Crowd-Generated Data
- Crowdsourcing and Scalable Collaboration
- Recommender Systems
- Crisis Informatics
Algorithmic Fairness and Transparency:
- Detecting Algorithmic Bias
- Algorithmic Fairness / Mitigating Algorithmic Bias
- Algorithmic Transparency
Applied Web Science and Social Computing:
- Data Science for Social Good
- Impacts and applications in traditional/mainstream media, governments, non-governmental organizations and business, and in sectors such as health care, science, and education.
- Impacts on employment, labor, legislation, politics, governance, democracy and economics; changes in homes, workplaces, schools, and the city.
Data governance:
- Data Intermediation mechanisms
- Privacy-preserving data-mining
- Geospatial data modelling
- Responsible data sharing practices