I was wondering if it was possible to get the exact time stamp in a dateTime format for when a particular property, object or data, was added to the ontology. For example if I have three owl individuals A, B and C and through my code in either OWL API or Apache Jena I add a property relatedTo to the ontology and create the assertions A relatedTo B and A relatedTo C, is there some function I can call on A to see that A relatedTo B was asserted at some hh:mm:ss dd:mm:yyyy?
Thanks in advance for any help.
Not in any API that I'm familiar with - by default, OWL does not record any such information. You could build a pattern to add a timestamp to each axiom (adding an axiom annotation to each axiom) but it would only be available for data you produce.
Some OWL storage systems might have that information internally, but I'm not aware of any of them exposing this for SPARQL interrogation.
Related
1.Can Neo4j store RDF directly? we understand it can import RDF and export RDF but how is the data stored internally.
We also understand in Neo4j we can create property graphs and make it as a KG using APOC procedures and algorithms available,is that the case or are we missing anything?
2. We would like to understand, how an entity will be tagged against an ontology in Neo4j KG implementation.
You can import RDF data into Neo4j, however it will not be exactly in that format. Using Neosemantics, the triples will be converted into a property graph.
Neosematics can reconvert the property graph data back into triples should that be required.
I am looking for an OData query syntax which helps to solve Sum((DateDiff(minute, StartDate, EndDate) which we do in SqlServer. Is it possible to do such things using OData v4?
I tried the aggregate function but not able to use the sum operator on the duration type. Any idea?
You can't execute a query like that directly in standards compliant v4 service as the built in Aggregates all operate on single fields, for instance there is no support for creating a new arbitrary column to project the results into, this is mainly because the new column is undefined. By restricting the specification to only columns that are pre-defined in the resource itself, we can have a strong level of certainty on the structure of the data that will be returned.
If you are the author of the API, there are three common approaches that can achieve a query similar to your request.
Define a Custom Data Aggregate, this is way more involved than is necessary, but it means you could define the aggregate once and use it in many resource queries.
Only research this solution if you truly need to reuse the same aggregate on multiple resources
Define a Custom Function to compute the result of all or some elements in your query.
Think of a Function as similar to a SQL View, it is really just a way of expressing a custom query and custom response object that is associated with a resource.
It is common to use Functions to apply complex filter conditions that still return the resource that they are bound to, but you can return an entirely different structure of data if you want.
Exploit Open Type, this can sometimes be more effort than you expect, but can be managed if there is only a small number of common transformations you want to apply to the resource and project their results as discrete properties in addition to the standard resource definition.
In your case you could project DateDiff(minute, StartDate, EndDate) into its own discrete column, perhaps called Minutes or Duration. Then you could $apply a simple SUM across this new field.
Exposing a custom Function is usually the least effort approach, because you are not constrained by the shape of the result at all, it can be maintained in relative isolation from the main resource, as with Open Types, the useful thing about functions is that the caller can still apply OData aggregates to the result of the Function.
If the original post is updated with some more detailed code examples, I can elabortate on the function implementation, however in this state I hope this information sets you on the right path.
I am interested in finding out what are the ontologies preloaded into Graphdb by default. This will help me identify what ontologies (.ttl files) do I need to add along with my ontology as part of the package, especially in the situations when there is no Internet connection.
I know that some ontologies such as rdfs and owl are preloaded into GraphDb. but I could not find any list on preloaded ontologies.
Please keep in mind that OWL does not differentiate very clearly ontology from instance triples. Also GraphDB introduces another term "axiomatic triple" (i.e. statement that cannot be deleted with a normal user transaction) used to separate the ontology statements from the normal RDF.
There are 3 ways of loading ontologies as axiomatic triples in GraphDB:
Ruleset - will import all statements from the beginning of a PIE file as axiomatic statements. Check here for additional information.
Add imports initialisation parameter - this will safe a configuration predicate in the SYSTEM's repository See the configuration parameter
Add a special predicate in the beginning of an RDF file - the system transaction will add all following statements as ontology. Check here.
Another approach is to add every file in a different named graph. This will allow you to see which graphs are currently stored in the repository.
I have an exercise in Semantic Web. I must extract some individuals from the DBpedia. These individuals must be inserted into an ontology that I must create. My question is. Can I retrieve individuals from the DBedia?
Let me clarify !
When I send this sparql query
PREFIX dbo: <http://dbpedia.org/ontology>
SELECT distinct * WHERE
{
?album a dbo:Album .
} LIMIT 10
I get 10 URIs. Should I get whole instances ? I mean, label, object properties, data properties etc. in order to insert them to my ontology?
I want them as a complete instance. I don't want to add more variables e.g
?album dbo:artist ?artist .
Can I use a java api e.g. Jena ?
EDIT:
Let me give you an example. Suppose that you get an Album with URI
http://dbpedia.org/resource/...Baby_One_More_Time_(album)
This album has also some properties with their values e.g.
dbo:artist dbr:Britney_Spears
dbo:releaseDate 1999-01-12 (xsd:date)
...
How could I get all of them in order to create an indivual album for my ontology with properties artist and releaseDate and values Britney_Spears and 1999-01-12 respectively ?
Well, a good point always to start is your requirements! What do you exactly need? There is scientific plethora research on Ontology Module Extraction (see for example here).
My rule of thumb is that: the amount you extract must align with the required constraints of soundness and completeness of results, which in turn, aligns with your requirements. To make it clear, consider the following: A DBpedia Artist is a subClassOf Person. Now consider that you extract all the instances of Artist from DBPedia, without the piece of information that Artist is a subClassOf Person. Now if you query your dataset asking for Person, you will get nothing. Is this a sound result? yes, but is it complete? No! However, if you don't care about the fact that each Artist is a Person, then it's okay. A mentioning worthy thing is that it depends on the DBpedia endpoint itself and what kind of reasoning it performs as well.
Concluding: Specify what you really need. While you can suffice for a couple of classes with their instances, you can as well extract the whole DBpedia.
Regarding getting the data, there are multiple ways; again depending on your requirements. For simple purposes, you can use Jena TDB for triples storage and access them via Jena. You can even store your data simply in an RDF file. You can, for example, use a construct query on DBpedia endpoint and specify the results format as RDF and then insert them to your RDF engine. Another option, for example, this answer, states how to use an INSERT query to perform the insert task into a local graph.
You can retrieve instances from DBpedia with whatever metadata you want, but it depends on your ontology that you would like to create. Please take a look at this document, it will help you to understand some notions.
Should you get whole instances? I think you are asking if you should take all the proporties and objects depending on the subject. Not necessarily..It depends on your ontology as stated in first step and you decide what to take.
Should you use Jena? You can but you don't have to! If you pose a CONSTRUCT query to the endpoint you can get the data but as far as I understood you don't want to add variables. So you can pose a query as follows by asking all the metadata regarding to the instance.
CONSTRUCT { ?album ?p ?o } WHERE {
?album a dbo:Album .
?album ?p ?o
}
If you would like to get a limited number of instances then you can add limit again at the end of this query.
is there any way individual (instance) connect to class with object property? For example, individual in this case is module name: Web Programming. Object property : isClassified. Class: Network.
I've tried to define Web Programming as class, and it works because the domain and range are both classes. Same goes if I define both Web Programming & Network as individuals, it works. If the domain is a class and the range is individual, it still works. But what if the domain is individual and the range is class? Is there any way I can connect it with object property: isClassifiedIn?
Protégé is an OWL 2 DL editor (since version 4). In OWL 2 DL, an individual cannot be a class, and an object property must relate individuals to individuals only. So what you want cannot be expressed in the way you formulate it. However, you could do two things:
use an annotation property instead of an object property. This may not be ideal because an OWL DL reasoner must ignore annotation properties in the reasoning process. They are just that: annotations, similar to comments in a programming code.
relate the individual to another individual that has the same name as the class. Let me give details about this.
In OWL 2 DL, although it is not possible for individuals to be classes, it is possible for individual names to be class names at the same time. For instance, one can say (in Turtle syntax):
ex:Module a owl:Class .
ex:Network a owl:Class, owl:Thing .
ex:isClassified a owl:ObjectProperty .
ex:webProgramming a ex:Module;
ex:isClassified ex:Network .
Note that ex:webProgramming here is not related to a class. It is related to an individual of type owl:Thing. This individual has nothing to do, a priori, with the class named ex:Network, although it has the same name. This is called "punning" in the OWL 2 specification.
There is a third way: change your knowledge model such that you do not encounter this problem. I do not know your ontology, but it could be hinting at an antipattern that you should avoid.
You have to use "value".
Write your own expression using the class expression editor.
Select the class Than write:
"property" value "individual"