Extraction of textual information

Abstract

This course provides an overview of Information Mining technologies as an important field in the text mining process. It involves transforming unstructured or semi-structured collections of texts into an ordered collection of data. During the courses, the students will learn: • Architectures of Information Extraction Systems • Knowledge-based Models vs. Probabilistic Models • Recognition of Named Entities and Classification • Coreference Resolution • Recognition of Temporal Expressions and Normalization • Pattern Extraction