Research Interests

My research focuses on Big Data analysis, summarization and user-friendly visualization. In particular, I develop data clustering algorithms for fully automatic construction of user-friendly taxonomies of topics for datasets of scientific papers. Also I develop web components for visual exploration of the constructed taxonomies.

My work is supported by the Swiss National Science Foundation.

Keywords

Community structure discovery, semantic web, ontology building, topic modeling, human-computer interaction, data visualization.

Jobs/Education

See detailes in linkedin.

Projects at XI-Lab

While at UNIFR I contributed to several projects:

Bibliography