November 2014
Intermediate to advanced
516 pages
16h 34m
English
Content preview from Commonsense Reasoning, 2nd Edition
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Chapter 19
Acquisition of Commonsense Knowledge
Abstract
We discuss systems and methods for acquiring the knowledge necessary for commonsense reasoning. First, we discuss the manual acquisition of commonsense knowledge in Cyc, WordNet, and ThoughtTreasure. We then describe systems for crowdsourcing commonsense knowledge, including Open Mind Common Sense and Learner. Next, we review games for acquiring commonsense knowledge, including Verbosity and Common Consensus. We then present methods for mining relation instances and implicit knowledge from natural language text. After that, we describe how to perform reasoning in the event calculus using knowledge acquired through crowdsourcing. Next, we compare the systems and methods for acquiring ...
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I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.