- From: Vinay K. Chaudhri <vinay_chaudhri@yahoo.com>
- Date: Tue, 30 Oct 2018 12:53:40 -0700
- To: public-aikr@w3.org
- Message-ID: <0fa81d3c-db23-2476-9540-c31c79215fca@yahoo.com>
Hello All,
To better understand what this group is about, I went through the
description, and offer some of my reactions. My goal is to simply help
sharpen what this group is trying to accomplish.
~~~~~
The overall goal/mission of this community group is to explore the
requirements, best practices and implementation options for the
conceptualization and specification of domain knowledge in AI.
~~~~~
"Conceptualization and specification of domain knowledge" reminds of the
expert systems era and a family of techniques that have little overlap
with the current ML approaches. While in silicon valley, ML and AI are
largely used interchangeably, those with some historical perspective,
recognize the evolution of techniques. For consider this video that
explains the DARPA perspective on AI to encompass three phases of AI.
https://www.youtube.com/watch?v=-O01G3tSYpU
It will be helpful for this group to refine its description of the set
of AI techniques that are of interest.
~~~~~~~~~~~~~
We plan to place particular emphasis on the identification and the
representation of AI facets and various aspects (technology,
legislation, ethics etc) with the purpose to facilitate knowledge
exchange and reuse.
~~~~~~~~~~~~~
The above statement, even though, appears agnostic to the specific
technique being used, but really pertains to the second phase (ie,
ML-oriented) techniques. These days we do not hear too many people
talking about the legislation and ethics around the first-phase (ie,
rule-based) techniques.
~~~~~~~~
Therefore the proposed outcomes could be instrumental to research and
advancement of science and inquiry, as well as to increase the level of
public awareness in general to enable learning and participation.
~~~~~~~~~
There are other efforts to educate public about AI. E.g., there is an AI
for K-12 initiative, and AAAI engages in considerable outreach to
general community. It is not clear to me why a W3C group needs to be
devoted to this problem.
~~~~~~~~~~~~~~~~~~~~~~~*
Proposed outcomes:*
* A comprehensive list of open access resources
<https://www.w3.org/community/aikr/welcome/ai-kr-task-list/knowledge-sources-for-ai-kr/>
in both AI and KR (useful to teaching and research)
* A set of metadata
<https://www.w3.org/community/aikr/welcome/ai-kr-task-list/metadata/>
derived from these resources
* A concept map <https://www.w3.org/community/aikr/concept-maps/> of
the domain
* A natural language vocabulary to represent various aspects of AI
* One or more encoding/implementations/ machine language version of
the vocabulary, such as ChatBot Natural Language Understanding &
Natural Language Generation
* Methods for KR management, especially Natural Language Learning /
Semantic Memory
~~~~~~~~~~~~~~~~~~~~~~~~
These sound like useful set of outcomes, but it is not clear who are
they meant for, and who is it going to use them?
There may already exist such resources in some sub-areas, e.g., NLP
tools, ontology editors, etc.
There is also some degree of coverage of these topics in the standard
textbooks such as R&N.
Are you proposing to write a book? build a catalogue? Should you be
working with AAAI on these?
How would you maintain them as things change?
Best Wishes,
Vinay.
Received on Tuesday, 30 October 2018 19:55:23 UTC