Learning Complex Ontology Alignments - A Challenge for ILP Research
Heiner Stuckenschmidt, Livia Predoiu, Christian Meilicke · MADOC (University of Mannheim) · 2008
In this paper, we propose the task of learning complex logical mappings between ontologies as a challenging task for ILP research.We motivate the need for complex ontology mappings using an example, formally define the task of learning complex mappings and identify a number of challenges for research on this issue in terms of tractability and uncertainty handling.