Mining Script-Like Structures from the Web

Niels Kasch, Tim Oates · 2010

This paper presents preliminary work to extract script-like structures, called events and event sets, from collections of web documents. Our approach, contrary to existing methods, is topic-driven in the sense that event sets are extracted for a specified topic. We introduce an iterative system architecture and present methods to reduce noise problems with web corpora. Preliminary results show that LSA-based event relatedness yields better event sets from web corpora than previous methods. 1

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