- 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