Abebe Teferi - Academia.edu (original) (raw)

Papers by Abebe Teferi

An ontology is a vocabulary that describes the concepts and relationships between the concepts in... more An ontology is a vocabulary that describes the concepts and relationships between the concepts in a particular domain, serving as a knowledge representation for the domain. Although there are ontologies for other field such as e-tourism, translational medicine, there is no ontology for research in Artificial Intelligence. This paper attempts to create an ontology for research in AI using OWL based Protege 4, and then implements the Ontology by building a website through WampServer 2.5, using HTML, CSS and JavaScript for the front end and PHP and MySQL for the backend. An input from experts is integrated in the building of the ontology and the final ontology was evaluated again by experts.
The ontology has the research areas under AI as a subclass the class "Research in Artificial Intelligence" and other fields that are related to AI as classes. Classes like "Place" where research in AI is conducted is included in the ontology. Most of these classes and subclasses are annotated with an explanation for the class. Object Properties and Data Properties are used to create relationships and axioms, such as A place has to conduct some reserach in AI in order to be included and has to publish papers also. As an axiom, under the subclass "Current_Advnaces_in_Research," the subclass "Applied" for instance is defined by the axiom "Subclass of Current _Advnaces_in_Research and Level_of_Theory < 5" meaning that the integer value assigned to the data property "Level_of_Theory" ,which categorizes individual members of the clas "Current_Advances_in_Research" as Theoretical and Applied based on the integer value assigned to it, should be less than 5.
The website designed to help those coducting a reserach in Artificial Intellgience and is based on the ontology in that the classes and subclasses are menus and links on the website that lead to their on page which uses the annotations in the ontology for description.
As the ontology is evaluated, according to the evaluation, the majority of the research areas in artificial intelligece are considered correctly included in the ontology, subclasses maintain an "is-a" relationship, and the object and data properties arenecessary to the majority of their instances.
The ontology can be imported from for interporablility to develop and extend the ontology for instance to an ontology of Artificial Intellignce, instead of just, an ontology for research in Artificial Intelligence, where education, jobs in AI and the like would be included in the ontology.

An ontology is a vocabulary that describes the concepts and relationships between the concepts in... more An ontology is a vocabulary that describes the concepts and relationships between the concepts in a particular domain, serving as a knowledge representation for the domain. Although there are ontologies for other field such as e-tourism, translational medicine, there is no ontology for research in Artificial Intelligence. This paper attempts to create an ontology for research in AI using OWL based Protege 4, and then implements the Ontology by building a website through WampServer 2.5, using HTML, CSS and JavaScript for the front end and PHP and MySQL for the backend. An input from experts is integrated in the building of the ontology and the final ontology was evaluated again by experts.
The ontology has the research areas under AI as a subclass the class "Research in Artificial Intelligence" and other fields that are related to AI as classes. Classes like "Place" where research in AI is conducted is included in the ontology. Most of these classes and subclasses are annotated with an explanation for the class. Object Properties and Data Properties are used to create relationships and axioms, such as A place has to conduct some reserach in AI in order to be included and has to publish papers also. As an axiom, under the subclass "Current_Advnaces_in_Research," the subclass "Applied" for instance is defined by the axiom "Subclass of Current _Advnaces_in_Research and Level_of_Theory < 5" meaning that the integer value assigned to the data property "Level_of_Theory" ,which categorizes individual members of the clas "Current_Advances_in_Research" as Theoretical and Applied based on the integer value assigned to it, should be less than 5.
The website designed to help those coducting a reserach in Artificial Intellgience and is based on the ontology in that the classes and subclasses are menus and links on the website that lead to their on page which uses the annotations in the ontology for description.
As the ontology is evaluated, according to the evaluation, the majority of the research areas in artificial intelligece are considered correctly included in the ontology, subclasses maintain an "is-a" relationship, and the object and data properties arenecessary to the majority of their instances.
The ontology can be imported from for interporablility to develop and extend the ontology for instance to an ontology of Artificial Intellignce, instead of just, an ontology for research in Artificial Intelligence, where education, jobs in AI and the like would be included in the ontology.