Another question is that how atomspace is different from chunking technique?Can 
we merge chunking with atoms concept??Is there any representation of featuers 
like chunk with dimension/value pairs?

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-------- Original message --------From: 'Nil Geisweiller' via opencog 
<opencog@googlegroups.com> Date: 5/2/17  10:37 AM  (GMT+05:00) To: 
opencog@googlegroups.com Subject: Re: [opencog-dev] Pros and cons 


On 04/28/2017 06:49 PM, Linas Vepstas wrote:
>
>
> On Fri, Apr 28, 2017 at 1:34 AM, Nageen Naeem <nageen...@gmail.com
> <mailto:nageen...@gmail.com>> wrote:
>
>     is opencog knowledge representation language is able to learn things?
>
>
> Yes, but that is a topic of current active research.  There are three
> ways to do this:
> 1) use moses
> 2) use the pattern miner
> 3) use the language-learning subsystem.
> 4) the neural net subsystem, Ralf is working on that, its a kind-of
> generalization of the earlier "destin", and using tensorflow under the
> covers.  So far, it's been used to create facial expressions (for use in
> humanoid robots)

Reasoning can be used too , you could for instance query

Implication
   <go-to-the-store>
   Variable "$X"

via the backward chainer and it would fill the blanks with $X that 
directly and indirectly match. That is an inefficient form of learning, 
but still.

Nil

>
> I'm currently am working on language learning and have vague plans to
> port it over to the pattern miner, someday.  I haven't looked at the
> pattern miner yet, I'm guessing that it remains at a rather primitive,
> low level, for now.
>
> Basically, moses is "mature" the other three are not, they're in very
> active development.
>
> --linas
>
> On Friday, April 28, 2017 at 9:47:45 AM UTC+5, Daniel Gross wrote:
>
>     Hi Linas,
>
>     I guess i should further ask:
>
>     What determines the expressiveness of OpenCogs representation, the
>     one that is bult-into its inference.
>
>     thank you,
>
>     Daniel
>
>     On Thursday, 27 April 2017 05:27:45 UTC+3, linas wrote:
>
>
>
>         On Wed, Apr 26, 2017 at 2:06 PM, Nageen Naeem
>         <nage...@gmail.com> wrote:
>
>             how I can differentiate knowledge representation in OpenCog
>             and traditional knowledge representation techniques.
>
>
>         Opencog is really pretty traditional in its representation form.
>         There are whizzy bits: the ability to assign arbitrary
>         valuations to the KR (e.g. floating point probabilities). Maybe
>         I should say that opencog allows you to "design your own KR",
>         although it provides a reasonable one, based on the PLN books.
>
>         There's a pile of tools not available in other KR systems,
>         including a sophisticate pattern matcher, a prototype pattern
>         miner, a learning subsystem, an NLP subsystem.  Its an active
>         project, its open source, with these last two distinguishing it
>         from pretty much everything else.
>
>         --linas
>
>
>
>             On Thursday, April 27, 2017 at 12:02:16 AM UTC+5, Nageen
>             Naeem wrote:
>
>                 basically, i want to compare knowledge representation
>                 techniques, want to compare knowledge representation in
>                 OpenCog and in clarion? any description, please.
>
>                 On Wednesday, April 26, 2017 at 11:54:11 PM UTC+5, linas
>                 wrote:
>
>
>
>                     On Wed, Apr 26, 2017 at 1:41 PM, Nageen Naeem
>                     <nage...@gmail.com> wrote:
>
>                         OpenCog didn't shift to java from c++?
>
>
>                     You are welcome to study https://github.com/opencog
>                     for the source languages used.
>
>
>                         Thanks for defining pros and cons if there is
>                         any paper on comparison with other architecture
>                         kindly recommend me.
>
>
>                     Ben has written multiple books on the archtiecture
>                     in general.  The wiki describes particular choices.
>
>                     I am not aware of any other
>                     (knowledge-representation) architectures that can do
>                     what the atomspace can do.  So I'm not sure what you
>                     want to compare against. Triplestore? various
>                     actionscripts? Prolog?
>
>                     --linas
>
>
>                         On Wednesday, April 26, 2017 at 9:36:04 PM
>                         UTC+5, Ben Goertzel wrote:
>
>                             OpenCog did not shift from Java to C++, it
>                             was always C++
>
>                             The advantage of Atomspace is that it allows
>                             fine-grained semantic
>                             representations of all forms of knowledge in
>                             a common framework.  The
>                             disadvantage is, this makes things
>                             complicated.   The other advantage
>                             is, this fine-grained representation makes
>                             data amenable to multiple
>                             AI algorithms, including ones that can work
>                             together synergetically
>
>                             ben
>
>                             On Wed, Apr 26, 2017 at 12:10 PM, Nageen
>                             Naeem <nage...@gmail.com> wrote:
>                             > Hey,
>                             > I'm searching for pros and cons for using 
>atomspace for knowledge
>                             > representation but didn't get any full-fledged 
>answer related to it. what
>                             > are the pros and cons of using atomspace and 
>why OpenCog shifted to java
>                             > from c++ what are reasons behind it?
>                             >
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>                             --
>                             Ben Goertzel, PhD
>                             http://goertzel.org
>
>                             "I am God! I am nothing, I'm play, I am
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