Yes, that's what Clusty does. But looking at results for "global
warming" here are the clusters Clusty arrives at:

Climate 
change<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=list&v%3astate=root%7cN572&id=N572&action=list&sw=%7cClimate%20change%7c&sec=1177288059&;>
(48)
+<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=tree&v%3astate=%28root%28N428%29%29%7cN428&id=N428&action=list&sw=%7cScientists%7c&sec=1177288059&;>
Scientists
<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=list&v%3astate=root%7cN428&id=N428&action=list&sw=%7cScientists%7c&sec=1177288059&;>
(15)
+<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=tree&v%3astate=%28root%28N689%29%29%7cN689&id=N689&action=list&sw=%7cProblems%7c&sec=1177288059&;>
Problems
<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=list&v%3astate=root%7cN689&id=N689&action=list&sw=%7cProblems%7c&sec=1177288059&;>
(13)
+<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=tree&v%3astate=%28root%28N667%29%29%7cN667&id=N667&action=list&sw=%7cPolitics%7c&sec=1177288059&;>
Politics
<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=list&v%3astate=root%7cN667&id=N667&action=list&sw=%7cPolitics%7c&sec=1177288059&;>
(8)
+<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=tree&v%3astate=%28root%28N716%29%29%7cN716&id=N716&action=list&sw=%7cGlobal%20Warming%20Science%7c&sec=1177288059&;>
Global Warming 
Science<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=list&v%3astate=root%7cN716&id=N716&action=list&sw=%7cGlobal%20Warming%20Science%7c&sec=1177288059&;>
(8)
+<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=tree&v%3astate=%28root%28N393%29%29%7cN393&id=N393&action=list&sw=%7cDangers%7c&sec=1177288059&;>
Dangers<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=list&v%3astate=root%7cN393&id=N393&action=list&sw=%7cDangers%7c&sec=1177288059&;>
(6)
+<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=tree&v%3astate=%28root%28N491%29%29%7cN491&id=N491&action=list&sw=%7cGreenhouse%20Gas%7c&sec=1177288059&;>
Greenhouse 
Gas<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=list&v%3astate=root%7cN491&id=N491&action=list&sw=%7cGreenhouse%20Gas%7c&sec=1177288059&;>
(7)
+<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=tree&v%3astate=%28root%28N518%29%29%7cN518&id=N518&action=list&sw=%7cAverage%20Temperature%20Of%20The%20Earth%7c&sec=1177288059&;>
Average Temperature Of The
Earth<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=list&v%3astate=root%7cN518&id=N518&action=list&sw=%7cAverage%20Temperature%20Of%20The%20Earth%7c&sec=1177288059&;>
(5)
+<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=tree&v%3astate=%28root%28N655%29%29%7cN655&id=N655&action=list&sw=%7cInconvenient%20Truth%7c&sec=1177288059&;>
Inconvenient 
Truth<http://clusty.com/search?v%3afile=viv_724%4019%3aw689P8&v%3aframe=list&v%3astate=root%7cN655&id=N655&action=list&sw=%7cInconvenient%20Truth%7c&sec=1177288059&;>
(5)
ยท
Not bad at a "meaning" level, I think. Also useful for the searcher. Clusty
is a Carnegie Mellon spinoff from CS. A lot of the research on information
retrieval done here works with rather simple (conceptually at least)
statistical models. Here's a link with a broad overview:
http://www.lti.cs.cmu.edu/Research/index.html

BTW, try FRIAM in Clusty.

George



On 4/22/07, Marcus G. Daniels <[EMAIL PROTECTED]> wrote:

George Duncan wrote:
> Re the discussion below, while Google doesn't, Clusty makes a basic
> stab. See http://clusty.com/
As I understand it, Clusty is doing cluster analysis in a statistical
way, and does not represent things in relations of objects and actions,
etc. It doesn't make or crawl RDF/OWL or model natural language.

http://www.hakia.com aims to a `meaning' oriented search engine. When I
searched for `global warming', Hakia gave me a breakdown of categories,
including stuff like "Possible Solutions", "Movies and Documentaries",
and so on. Also Hakia has a dialogue system where terminology can be
clarified (as if one was working with a reference librarian).

These pages illustrate and describe how queries are modeled:

http://labs.hakia.com/OntoSem/hakia-lab-ontox.aspx
http://labs.hakia.com/hakia-lab-onto.html
http://www.ontologicalsemantics.com

Also, I ran across this leak of Google's "Big Goals and Directions 2006".

http://blog.outer-court.com/archive/2006-10-26-n80.html

where it says:

"Google wants to have the world's top AI research laboratory."

Also relevant are Larry Page's remarks here:

http://technology.guardian.co.uk/news/story/0,,1781121,00.html

"Mr Page said one thing that he had learned since Google launched eight
years ago was that technology can change faster than expected, and that
AI could be a reality within a few years"

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--
George T. Duncan
Professor of Statistics
Heinz School of Public Policy and Management
Carnegie Mellon University
Pittsburgh, PA 15213
(412) 268-2172
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