Knowledge Engineering and Knowledge Management (EKAW 2018)

Automating Class/Instance Representational Choices in Knowledge Bases

Ankur Padia, David Martin, and Peter Patel-Schneider

October 31, 2018

We present a method for making decisions as to whether an entity in a knowledge base should be a class or an instance based on external evidence in the form of corresponding textual corpora such as Wikipedia articles. The approach, based on machine classification of the text, avoids the need for feature engineering and provides valuable guidance when building or refining large knowledge bases. The approach works well over different domains and outperforms a variety of other state-of-the-art approaches.

BibTeX OWL Tweet Scholar

Type: InProceedings

Publisher: Springer

Series: Lecture Notes in Computer Science

Volume: 11313