A Novel Approach for Metaontology Design

Prasad, Ankita and Kumar, Archana P and Nayak, Ashalatha (2015) A Novel Approach for Metaontology Design. In: 4th World Conference on Applied Sciences, Engineering & Technology, 24-26 October 2015, Kumamoto University, Japan.

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Abstract

Ontologies promise solution(s) to make existing data in the web lucidly discernible by machines. Ontological construction is a daunting task that comprises determining relevant concepts and their underlying relationships. In this regard, metaontology can be constructed using databases which assist by enriching the latter with a set of possible relationships between concepts pairs in the given document(s). Databases are selected to store the relationships since they are known to make information retrieval and updations swift. This technique significantly improves on the time and scalability factors when compared to existing methods. Relationships stored in the database is further converted into a graph to obtain inter transitive relationships. They are appended to the ontology based on their degree of certainty rather than relying only on frequency as pursued in other approaches. Hence, the proposed approach guarantees higher accuracy compared to other approaches

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Metaontology, Database, Certainty, Non-Taxonomic Relationships, Hypernyms
Subjects: Engineering > MIT Manipal > Computer Science and Engineering
Depositing User: MIT Library
Date Deposited: 18 Dec 2015 14:36
Last Modified: 18 Dec 2015 14:36
URI: http://eprints.manipal.edu/id/eprint/144838

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