Using Frames in Machine Learning

I am not that old really, but I learned AI before the current
generation. You may call me old school in that respect.

In my continued effort to catch up with and get to the bottom of the
current AI KR challenges, I get to share glimpses with this CG

The direction being pursued at the moment, briefly discussed with Richard
Lea, is a possible standard for neurosymbolic integration using a card
approach

I have been developing model cards and I am finalizing a chapter for Taylor
and Francis (accepted) where I propose the novel approach, and a possible
way forward  for standardization here if we have enough members to promote
the CG to WG

To advance this proposal it is necessary obviously that interested
participants are at a minimum familiar with AI KR
(artificial intelligence knowledge representation) core concepts, such as
frames

Two seminal reference papers I d like interested folks to read before we
can discuss the current developments
A Framework for Representing Knowledge -
<https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&cad=rja&uact=8&ved=2ahUKEwi87fjf05r5AhXPzIsBHXnIAPsQFnoECAkQAQ&url=https%3A%2F%2Fdspace.mit.edu%2Fhandle%2F1721.1%2F6089&usg=AOvVaw3CRahqDpIENc0yu7s2evGg>
M Minsky ยท 1974
AVAILABLE ONLINE

AND
Studies in Cognitive Science
1975, FRAME REPRESENTATIONS AND THE DECLARATIVE/PROCEDURAL
CONTROVERSYTerryWinograd
I can share my copy for those interested

future discussions will rely on the understanding of
these papers

P

Received on Thursday, 28 July 2022 03:53:24 UTC