The Hero's Journey

Critical Phases in the Acquisition of Learning Heuristics
during the Exploration of a Novel Space

Jeff Sale
http://www.banyantree.org/jsale/
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Review an Explanation of these images and ideas.

The data below appear random:




But...

When plotted as an ordered histogram, we get:

Which...

When plotted on a log-log coordinate system, gives us:

Now...

How do we interpret the slopes of these "lines"?

Well...

Look at the following similar data:

Computer Usage Data from Risley Hall Learning Center, April 10-14, 1995

Event Size represents the number of minutes a user was in a particular application, such as word processing or email.


Same data as above, but plotted on a log-log graph


Yet, still more similar data...

And Still More...

Data of me playing Super Tetris (minimal, but intriguingly randomlike):

Or...

When plotted as an ordered histogram:




What's Going On Here!!??

Review an Explanation of these images and ideas.

Background and Significance:

The behaviors represented by these data have one thing in common, they represent complex adaptive systems in an ongoing ever-evolving process, either as individuals or in the process of making meaningful associations, relatively unencumbered by any particular burden of demands on performance beyond that which they place on themselves. They are essentially exploring an novel space of possibilities, never experienced before.


Conceptual Diagrams of Criticality States in Human Performance

(While playing Super Tetris)




Conceptual Model of Typical Sequence of Performance Scores While Trying to Master Super Tetris Level 8