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Niket Tandon: Commonsense Knowledge Acquisition from the Web

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Published on Jun 18, 2016

Title: Commonsense Knowledge Acquisition from the Web

Abstract: There is a growing conviction that the future of computing will crucially depend on our ability to exploit Big Data on the Web to produce significantly more intelligent and knowledgeable systems. This includes encyclopedic knowledge (for factual knowledge) and commonsense knowledge (for more advanced human-like reasoning).

The focus of this talk is automatic acquisition of commonsense knowledge using the Web. We require the computers to understand the environment (e.g. the properties of the objects in the environment), the relations between these objects (e.g. handle is part of a bike or that bike is slower than a car), and, the semantics of their interaction (e.g. a man and a woman meet for a dinner in a restaurant in the evening). This talk presents techniques for gathering such commonsense from textual and visual data from the Web.

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