Áreas de Investigación
Algorithmic Fairness and Transparency:
- Detecting Algorithmic Bias
- Algorithmic Fairness / Mitigating Algorithmic Bias
- Algorithmic Transparency
- Machine Ethics
- Human oversight and human-in-the-loop
- Explainable Artificial Intelligence
- Human-AI Interaction and Alignment
Applied Web Science and Social Computing:
- 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
- Software verification
Social Media:
- Analysis of Social and Information Networks
- Mining of Social Media and Crowd-Generated Data
- Crowdsourcing and Scalable Collaboration
- Recommender Systems
- Crisis Informatics