Affiliation:
1. Universität Mannheim, Data and Web Science Research Group
Abstract
Abstract
My research focuses on methods to analyze and mine
large datasets as well as their practical realizations and applications. The
key question of interest to me is: How can we effectively and efficiently
distill useful information from large, complex, and potentially noisy
datasets? To approach this question, we are developing systems for scalable
data analysis and data mining, for working with incomplete and noisy data, for
data-intensive optimization, as well as for extracting structured information
from natural-language text. This article highlights some of my work in these
areas.