Abstract
This paper deals with the challenges related to self-management and evolution of massive knowledge collections. We can assume that a self-managed knowledge graph needs a kind of a hybrid of: an explicit declarative self-knowledge (as knowledge about own properties and capabilities) and an explicit procedural self-knowledge (as knowledge on how to utilize own properties and the capabilities for the self-management).We offer an extension to a traditional RDF model of describing knowledge graphs according to the Semantic Web standards so that it will also allow to a knowledge entity to autonomously perform or query from remote services different computational executions needed. We also introduce the concepts of executable knowledge and knowledge computing on the basis of adding an executable property to traditionally used (datatype and object) properties within the RDF model. The knowledge represented with such an extended model we call as an executable knowledge, or the one which contains explicit (executable) instructions on how to manage itself. The appropriate process of the executable knowledge (self-)management we call as a Knowledge Computing. Unlike the knowledge answering machines, where computations over knowledge are used just for addressing a user query, the knowledge computing in addition provides computations for various self-management purposes. The paper also presents some pilot (proof-of-concept) implementation of the executable knowledge as a plug-in to Protégé ontology development environment.
Highlights
Our information society [1], [2] is rapidly evolving towards the knowledge economy [3], where the knowledge management tasks will be addressed by the knowledge ecosystem model [4] and various content suppliers will converge from the old to the new media [5]
We offer an extension of the RDF model in order to enhance autonomous behavior of knowledge with respect to the Semantic Web standards
To address the challenges discussed earlier in the paper we introduce the concept of executable knowledge for autonomic or self-management systems development according to Semantic Web standards
Summary
Our information society [1], [2] is rapidly evolving towards the knowledge economy [3], where the knowledge management tasks will be addressed by the knowledge ecosystem model [4] and various content suppliers will converge from the old to the new media [5].
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
More From: Eastern-European Journal of Enterprise Technologies
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.