Table of contentsThe Road to Intelligence Is Paved with a Million Million Expert Systems A Dangerous Idea? OK, So Why Is this Dangerous? A More Dangerous Idea Data-Driven vs. Concept-Driven Perception The Importance of Context Slide 7 Slide 8 Slide 9 Another Example Slide 11 Slide 12 Where’s the Knowledge? Feature-Based Models Slide 15 Why Make Knowledge Explicit? Including Conceptual Knowledge Contextual Knowledge is Essential Once We Have Concepts, We Can Generalize More Human Understanding Should We Get Rid of Feature-Based Recognizers? OK, This Sounds Good, But How? Representing Knowledge Hierarchical Representation Knowledge Acquisition Conclusion |
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