To endow computers with common sense is one of the major long-term
goals of artificial intelligence research. One approach to this
problem is to formalize commonsense reasoning using mathematical
logic. Commonsense Reasoning: An Event Calculus Based Approach is a
detailed, high-level reference on logic-based commonsense
reasoning. It uses the event calculus, a highly powerful and usable
tool for commonsense reasoning, which Erik Mueller demonstrates as
the most effective tool for the broadest range of applications. He
provides an up-to-date work promoting the use of the event calculus
for commonsense reasoning, and bringing into one place information
scattered across many books and papers. Mueller shares the
knowledge gained in using the event calculus and extends the
literature with detailed event calculus solutions that span many
areas of the commonsense world. The Second Edition features new
chapters on commonsense reasoning using unstructured information
including the Watson system, commonsense reasoning using answer set
programming, and techniques for acquisition of commonsense
knowledge including crowdsourcing.
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