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Re: [Dbpedia-discussion] Dbpedia-Freebase raw dump of conditional probabilities

From: Kavitha Srinivas <ksrinivs@gmail.com>
Date: Thu, 20 Aug 2009 15:57:55 -0400
Message-Id: <C91BB95C-143E-419E-877B-1ECEBC5D5C91@gmail.com>
Cc: "public-lod@w3.org community" <public-lod@w3.org>, dbpedia-discussion@lists.sourceforge.net
To: Tim Finin <finin@cs.umbc.edu>
Tim (and anyone else who is interested)

    I put the raw dump of conditional probabilities on an external  
website (http://domino.research.ibm.com/comm/research_projects.nsf/ 
pages/iaa.index.html).  Go the section on LinkedOpenData and  
Extraction of Vocabularies on this page and click on the link to the  
datafile.

Kavitha

On Aug 10, 2009, at 4:42 PM, Tim Finin wrote:

> Kavitha Srinivas wrote:
>> I understand what you are saying -- but some of this reflects the  
>> way types are associated with freebase instances.  The types are  
>> more like 'tags' in the sense that there is no hierarchy, but each  
>> instance is annotated with multiple types.  So an artist would in  
>> fact be annotated with person reliably (and probably less  
>> consistently with /music/artist).  Similar issues with Uyhurs,  
>> murdered children etc.  The issue is differences in modeling  
>> granularity as well.  Perhaps a better thing to look at are types  
>> where the YAGO types map to Wordnet (this is usually at a coarser  
>> level of granularity).
>
> One way to approach this problem is to use a framework to mix logical
> constraints with probabilistic ones.  My colleague Yun Peng has been
> exploring integrating data backed by OWL ontologies with Bayesian  
> information,
> with applications for ontology mapping.  See [1] for recent papers  
> on this
> as well as a recent PhD thesis [2] that I think also may be relevant.
>
> [1] http://ebiquity.umbc.edu/papers/select/search/html/ 
> 613a353a7b693a303b643a37383b693a313b643a303b693a323b733a303a22223b693a 
> 333b733a303a22223b693a343b643a303b7d/
> [2] http://ebiquity.umbc.edu/paper/html/id/427/Constraint- 
> Generation-and-Reasoning-in-OWL
Received on Thursday, 20 August 2009 19:58:34 UTC

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