AbstractsComputer Science

Effective Instance Matching for Heterogeneous Structured Data

by Yongtao Ma




Institution: Universität Karlsruhe
Department:
Year: 2014
Keywords: Instance Matching, Blocking, Machine Learning, Semantic Web, Data Management
Record ID: 1102266
Full text PDF: http://digbib.ubka.uni-karlsruhe.de/volltexte/documents/3354712


Abstract

One main problem towards the effective usage of structured data is instance matching, where the goal is to find instance representations referring to the same real-world thing. In this book we investigate how to effectively match Heterogeneous structured data. We evaluate our approaches against the latest baselines. The results show advances beyond the state-of-the-art.