To cognize is to categorize:

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Presentation transcript:

To cognize is to categorize: from the ‘blooming, buzzing confusion’ to the ‘cognitive commons’ Stevan Harnad Canada Research Chair in Cognitive Science Université du Québec à Montréal & Professor of Web Science University of Southampton ISKO July 16 2012

From Glossogony to Google or From Communication to the Cognitive Commons ISKO July 16 2012

What is Categorization? Doing the right thing with the right KIND of thing ISKO July 16 2012

ISKO July 16 2012

Categorical Perception (CP) ISKO July 16 2012

Texture category learning: ERP Studies ISKO July 16 2012

Learned Categorical Perception (CP) Pevtzow, R. & Harnad, S. (1997) ISKO July 16 2012

ISKO July 16 2012

Prior neural net studies Tijsseling & Harnad (1997) ISKO July 16 2012

Hearsay: A New Way To Acquire Categories Cangelosi & Harnad (2002) ISKO July 16 2012

“TOADSTOOL” = “MUSHROOM” + “STRIPES” Acquiring categories by theft (instruction) vs toil (instruction): The birth of the Category Commons “TOADSTOOL” = “MUSHROOM” + “STRIPES” ISKO July 16 2012

Acquiring categories by theft (instruction) vs toil (instruction): Category theft is a victimless crime ISKO July 16 2012

Chinese-Chinese Dictionary & the symbol grounding problem ISKO July 16 2012

Nets in our heads: The mental lexicon ISKO July 16 2012

Toy dictionary represented as graph ISKO July 16 2012 15

Some words are not used in any definition. ISKO July 16 2012 16

They can be removed ISKO July 16 2012 17

ISKO July 16 2012 18

This process is recursive. ISKO July 16 2012 19

ISKO July 16 2012 20

Till no other word can be removed ISKO July 16 2012 21

“Grounding Kernel” (GK) of dictionary Resulting subgraph is “Grounding Kernel” (GK) of dictionary ISKO July 16 2012 22

ISKO July 16 2012 23

Summary for compressed real dictionary 500 words + Boole ISKO July 16 2012 24

Our Cognitive Commons ISKO July 16 2012

Our Category Commons ISKO July 16 2012

Thank You ISKO July 16 2012