Re: What is a Knowledge Graph? CORRECTION

Again, let us look at the issue at hand. Artificial intelligence requires we represent knowledge in some format. All forms brought to the fore so far stick to a pretty simple way of representing knowledge.
What we should be looking for is a generalized form in which objects can be linked. The graph is an obvious form.But we are focusing to much on the nuts and bolts level.
Since it is the generally accepted intention to use AI in all walks of professional, commercial, personal and academic life, we should be looking at the various ways of representing knowledge.
Otherwise we end up creating knowledge representation silos.
Category theory diagrams, graphs and Feynman diagrams are three well known forms of representing knowledge graphs, but only in semantic web technologies we specify tuples, a restrictive form of representation.

Milton Ponson
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    On Sunday, June 23, 2019, 3:57:01 AM ADT, Paola Di Maio <paoladimaio10@gmail.com> wrote:  
 
 

Chunks are also used in NLP (which is part of/related to CS either way)aka tokensVarious useful references come up on searching chunks as tokens
https://docs.oasis-open.org/dita/v1.2/os/spec/archSpec/chunking.html  https://www.oxygenxml.com/doc/versions/21.1/ug-editor/topics/eppo-chunking.html

On Sun, Jun 23, 2019 at 1:12 AM Dave Raggett <dsr@w3.org> wrote:




On 22 Jun 2019, at 14:54, Amirouche Boubekki <amirouche.boubekki@gmail.com> wrote:
Le ven. 21 juin 2019 à 16:27, Dave Raggett <dsr@w3.org> a écrit :

Researchers in Cognitive Science have used graphs of chunks to represent declarative knowledge for decades, and chunk is their name for an n-tuple.

I tried to lookup "graph of chunks" related to cognitive science. I could not find anything interesting outside this white paper about "accelerating science" [0] that intersect with my goals.
[0] https://cra.org/ccc/wp-content/uploads/sites/2/2016/02/Accelerating-Science-Whitepaper-CCC-Final2.pdf

Chunks are used on cognitive architectures, such as ACT-R, SOAR and CHREST, and is inspired by studies of human memory recall, starting with George Miller in 1956, and taken further by a succession of researchers. Gobet et al. define a chunk as “a collection of elements having strong associations with one another, but weak associations with elements within other chunks.” Cognitive Science uses computational models as the basis for making quantitive descriptions of different aspects of cognition including memory and reasoning. There are similarities to Frames and Property Graphs.
Dave Raggett <dsr@w3.org> http://www.w3.org/People/RaggettW3C Data Activity Lead & W3C champion for the Web of things 






  

Received on Monday, 24 June 2019 00:35:46 UTC