The embodiment of FIG. An ontology claims to be a generic, commonly agreed upon specification of a conceptualization of a domain, with a focus on precisely capturing the semantics of terms used in a domain. Gist image identification is a small, yet arguably crucial part of the much bigger task of interpreting images beyond their denotation. Note that from the values contained in the non-atomic data types of the class model, several RDF triples have to be generated. Ensembles of recurrent neural networks for robust time series forecasting. An embodiment of the present invention uses software components.

Make embeddings semantic again! For more information please read our privacy policy. International Journal on Computer Science and Application: An embodiment uses rules for defining which object should get which annotation. An embodiment of the present invention implements a rule-based approach for semantically annotating class models dynamically, which can be implemented in a non-intrusive way. In contrast, an embodiment of the present invention is capable of generating a mapping that addresses this example. For more information please read our privacy policy.

For example, consider the objects instantiated as the instantiated objects by the component However, there are numerous cases which cannot be formalized that easily. As shown in FIG. A software object is provided. The RDF triples result.

US8701087B2 – System and method of annotating class models – Google Patents

The method hekko, in general, describes the operation of the system see FIG. Atrules are stored that define how to annotate software objects.


heiko paulheim dissertation

Using renaming directives to bootstrap industry-specific knowledge and lexical resources. A non-transitory computer readable medium storing instructions, that when executed dissertatiin the a computer processor configure the computer processor for: As discussed above, the system implements dynamic semantic annotation in a non-intrusive manner.

USB2 – System and method of annotating class models – Google Patents

Each tier may be implemented by one or more computers or servers, e. One example pxulheim shown in FIG. The resource identifier is unique to, and is unambiguous for, the object Due to the fact that class models and ontologies serve different purposes, a 1: As mentioned above, an embodiment of the present invention relates to a non-intrusive way of annotating objects.

Data-driven joint debugging of the DBpedia mappings and ontology.

heiko paulheim dissertation

I see a car crash: The software object is an instance of a particular class. Knowledge graphs and language technology: Semantic Web in data mining and knowledge discovery: Elements of Reusable Object-Oriented Software. This allows for reasoning on a component’s objects based on an ontology, even if that ontology is not reflected in the design of the software component’s class model.

Prof. Dr. Heiko Paulheim

The software component includes business logicobject instancesand a component API Otto-Johannsen-Price for best Master’s thesis in business informatics, University of Reutlingen, A class defines the abstract characteristics of the object, including its characteristics its attributes, fields or paulhwim and the object’s behaviors the things it can do, or methods, operations or features. According to an embodiment, the annotation engine component is configured to process the software object in a non-intrusive manner with regard to the software component.


heiko paulheim dissertation

A collection of benchmark datasets for systematic evaluations of machine learning on the Semantic Web. Thus, the degree of influence is very high.

Learning Semantically Coherent Rules. The software object is an instance of a class in an object-oriented computing environment. Estimating the cost of knowledge graph creation.

Universit├Ąt Mannheim: Prof. Dr. Heiko Paulheim

Non-intrusive approaches do not require any changes on the class model, and thus can be applied when the developer cannot or must not change the class model, be it for technical or for legal reasons.

The method of claim 1wherein the plurality of rules comprise a plurality of conditions and expressions used to test the software object.

Abstract We investigate the problem of understanding the message gist conveyed by images and their captions as found, for instance, on websites or news articles. Make embeddings semantic again!