[OTDev] Data type declaration of objects in OWL [was Re: Significant milestone reached -- MLR model training]
Nina Jeliazkova nina at acad.bgThu Dec 31 15:57:44 CET 2009
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chung wrote: > When my RDF parser detects an empty string or a value that should be > numeric but cannot be cast as such, it overrides it and considers of it > to be missing. I'll try to fix that - I just need one more check in a > critical step of the RDF parsing, so I think it wont be very difficult. > The message "Can't Handle class attribute" (because the class attribute > is of type String) appears because there is some non-numeric entry for > the specified target feature which characterizes the whole feature as > String. Many issues will be fixed if we establish datatype declarations > for features. > > Actually, I could not find a way to define "data type declaration for objects" in OWL (Protege 3.4) , which is understandable, provided that all the domain/range restrictions on properties are not really restrictions ,as in the object oriented mindset, but are used by reasoners to infer new facts. Some preliminary ideas how to define restrictions on properties and subsequently define a dataset, restricted to only numeric values is in the attached opentox.owl (under development, not yet uploaded on the web site). It seems better fitted to OWL is to declare datatypes of values and then use queries to find out which features have particular type of values. Nominal values are another interesting issue, which could be modeled in OWL either as enumeration datatypes, or as individuals, not as literals, and further by owl:allVauesFrom property restrictions. This is also quite reasonable, since it is hard to automatically tell if a feature is a string or nominal value, without some human intelligence. Some background gathered from several sources at http://opentox.org/data/documents/development/RDF%20files/Datatypes/ , for those who seek something to read on the New Year eve ;) Advice from ontology experts on best practices is very much appreciated! Best regards, Nina > Best Regards, > Pantelis > > -------------- next part -------------- A non-text attachment was scrubbed... Name: opentox.owl Type: text/xml Size: 43751 bytes Desc: not available URL: <http://lists.opentox.org/pipermail/development/attachments/20091231/b878b2d3/attachment.xml>
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