Seminář: Complementing the Semantic Web with Machine Learning

Problem definition: Given the growing amount of e-commerce websites annotated with structured data, how can we use this data to design a Machine Learning system that is capabable of extracting structured data from non-annotated websites with high precision & recall and with minimal computational effort. I will go into details of extraction targets, data signals usable for the task, and what I achieved so far.