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Re: How To Do Deal with the Subjective Issue of Data Quality?

From: Michael F Uschold <uschold@gmail.com>
Date: Thu, 7 Apr 2011 17:59:11 -0700
Message-ID: <BANLkTimvgTaBMFJepMHCBcuxHoh3HOdtzw@mail.gmail.com>
To: Kingsley Idehen <kidehen@openlinksw.com>
Cc: "public-lod@w3.org" <public-lod@w3.org>, "semantic-web@w3.org" <semantic-web@w3.org>, "dbpedia-discussion@lists.sourceforge.net" <dbpedia-discussion@lists.sourceforge.net>
> I subscribe to the doctrine that "data quality" is like "beauty" it lies
strictly in the eyes of the beholder

Interesting position.  Seems a bit post-modernesque...  I think there is
some truth here, just like beauty in a program, or an building architecture,
or an ontology -- people defninitely have different opinions.   However,
IMHO, it would be dangerous to conclude that all or even the significant
majority of issues of data quality are just matters of opinion.  This would
prevent doing the hard work of identifying some core principles that most
people can agree on most of the time.

I bet there are many many cases where you could ask people of  diverse
opinions and get clear agreement  by asking the simple question: is this
data high or low quality?   So maybe its like porn, you can't define it, but
most people agree when it is or isn't.

Michael

On Thu, Apr 7, 2011 at 11:06 AM, Kingsley Idehen <kidehen@openlinksw.com>wrote:

> All,
>
> Apologies for cross posting this repeatedly. I think I have a typo free
> heading for this topic.
>
> Increasingly, the issue of data quality pops up as an impediment to Linked
> Data value proposition comprehension and eventual exploitation. The same
> issue even appears to emerge in conversations that relate to "sense making"
> endeavors that benefit from things such as OWL reasoning e.g., when
> resolving the multiple Identifiers with a common Referent via owl:sameAs or
> exploitation of fuzzy rules based on InverseFunctionProperty relations.
>
> Personally, I subscribe to the doctrine that "data quality" is like
> "beauty" it lies strictly in the eyes of the beholder i.e., a function of
> said beholders "context lenses".
>
> I am posting primarily to open up a discussion thread for this important
> topic.
>
> --
>
> Regards,
>
> Kingsley Idehen
> President&  CEO
> OpenLink Software
> Web: http://www.openlinksw.com
> Weblog: http://www.openlinksw.com/blog/~kidehen
> Twitter/Identi.ca: kidehen
>
>
>
>
>
>
>


-- 
Michael Uschold, PhD
   Senior Ontology Consultant, Semantic Arts
   LinkedIn: http://tr.im/limfu
   Skype, Twitter: UscholdM
Received on Friday, 8 April 2011 00:59:42 UTC

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