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White Papers


Machine Learning Methods in Ontology Engineering: A Literature Review

Ontology forms a key emerging domain that has a vast potential for improving the organizing, managing and understanding of information...


Design of A Machine Learning Model for Automatic Generation of Domain Specific Ontologies

Presently, the development of an Ontology for a particular domain is influenced by a knowledge engineer’s intervention and extent...

Data mining

A Detailed Study on Machine Learning Techniques for Data Mining

Data mining is the way of extracting the useful information, patterns from large volume of information by using various techniques. It is a powerful technology with great potential to help businesses to make full use of the available data for competitive advantages. This paper discusses various...


Development of a Machine Learning Model for Knowledge Acquisition, Relationship Extraction and Discovery in Domain Ontology Engineering using Jaccord Relationship Extraction and Neural Network

Creating a fast domain independent ontology through knowledge acquisition is a key problem to be addressed in the domain of knowledge engineering...


Automatic Relationship Construction in Domain Ontology Engineering using Semantic and Thematic Graph Generation Process and Convolution Neural Network

In recent studies, Ontology construction plays an important role in translating raw text into useful knowledge. The proposed methodology supports efficient retrieval using multidimensional...