Context-specific Consistencies in Information Extraction von Peter Klügl | Rule-based and Probabilistic Approaches | ISBN 9783958260184

Context-specific Consistencies in Information Extraction

Rule-based and Probabilistic Approaches

von Peter Klügl
Buchcover Context-specific Consistencies in Information Extraction | Peter Klügl | EAN 9783958260184 | ISBN 3-95826-018-7 | ISBN 978-3-95826-018-4

Context-specific Consistencies in Information Extraction

Rule-based and Probabilistic Approaches

von Peter Klügl
Information extraction is widely used to identify well-defined entities and relations in unstructured data. Interesting entities are often consistently structured within a certain context, especially in semi-structured texts. However, their actual composition varies and is possibly inconsistent among different contexts. Information extraction models stay behind their potential and return inferior results if they do not consider these consistencies during processing. This work presents a selection of practical and novel approaches for exploiting these context-specific consistencies in information extraction tasks. The approaches direct their attention not only to one technique, but are based on handcrafted rules as well as probabilistic models.