TY - GEN
T1 - Construction and evaluation of metaontology using databases
AU - Prasad, Ankita
AU - Kumar, Archana Praveen
AU - Nayak, Ashalata
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2016/3/29
Y1 - 2016/3/29
N2 - Ontologies perform the cumbersome task of translating data on the web into a form suitable for manipulation by machines. The discovery of concepts and relationships from unstructured text is a crucial and challenging task in constructing ontology (s). A pragmatic solution is offered by a metaontology as it supplements the ontology with related concept pairs and relationships. An ideal approach to construct a metaontology is to employ databases as they save on the time required to store, retrieve and update data. The relationships in the database are augmented by converting them into a graph to determine transitive relationships. Accuracy is ensured by integrating only those relationships with the ontology which have a high degree of certainty. This is affirmed by the evaluation and the results obtained using the ontology constructed along the lines of the metaontology.
AB - Ontologies perform the cumbersome task of translating data on the web into a form suitable for manipulation by machines. The discovery of concepts and relationships from unstructured text is a crucial and challenging task in constructing ontology (s). A pragmatic solution is offered by a metaontology as it supplements the ontology with related concept pairs and relationships. An ideal approach to construct a metaontology is to employ databases as they save on the time required to store, retrieve and update data. The relationships in the database are augmented by converting them into a graph to determine transitive relationships. Accuracy is ensured by integrating only those relationships with the ontology which have a high degree of certainty. This is affirmed by the evaluation and the results obtained using the ontology constructed along the lines of the metaontology.
UR - https://www.scopus.com/pages/publications/84994219734
UR - https://www.scopus.com/pages/publications/84994219734#tab=citedBy
U2 - 10.1109/INDICON.2015.7443506
DO - 10.1109/INDICON.2015.7443506
M3 - Conference contribution
AN - SCOPUS:84994219734
T3 - 12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control: (E3-C3), INDICON 2015
BT - 12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 12th IEEE International Conference Electronics, Energy, Environment, Communication, Computer, Control, INDICON 2015
Y2 - 17 December 2015 through 20 December 2015
ER -
