On 4/7/11 8:59 PM, Michael F Uschold wrote:
> 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.


We all have individual opinions, achieving broader group acceptance is where the "group mind" aspect comes into play. Thus, the group/community ultimately establishes the quality metrics for its particular context. I think it's a generally accepted opinion that there are no absolute truths i.e., at best we have claims. The Web and its emerging Linked Data dimension simply reflect this reality (IMHO) :-)


Kingsley

Michael

On Thu, Apr 7, 2011 at 11:06 AM, Kingsley Idehen <[email protected] <mailto:[email protected]>> 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
    <http://www.openlinksw.com/blog/%7Ekidehen>
    Twitter/Identi.ca: kidehen









--
Michael Uschold, PhD
   Senior Ontology Consultant, Semantic Arts
   LinkedIn: http://tr.im/limfu
   Skype, Twitter: UscholdM



--

Regards,

Kingsley Idehen 
President&  CEO
OpenLink Software
Web: http://www.openlinksw.com
Weblog: http://www.openlinksw.com/blog/~kidehen
Twitter/Identi.ca: kidehen





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