EXAMPLE :

  • Considering both lines, we find that both lines are of exactly the same size.

  • The lines on the left are of the same length. However if one were to look at these lines in a different context, like in the one defined on the right, the horizontal line on the bottom appears to be longer than the one on the top. However a copy of the horizontal lines on the left were the ones that were used to create the additional image.

    This is known as the Muller Lyer illusion.

  • Systems that analyze patterns by analyzing the data or input information are called data-driven or bottom-up systems.

  • Those that start from overall expectations and work their way down are called conceptually-driven or top-down systems.

    However in order to solve difficult problems efficiently while using contextual information it useful to use both bottom-up and top-down processing simultaneously.