Ontology Evolution by Significant Analysis of Terms using WordNet for Web Services
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2013, Vol 2, Issue 4
Abstract
In reality Ontologies have become an effective modelling tool. Several applications make use of them and significantly in the semantic web. However, construction of ontology is an intimidating job. Ontology evolution is one of the latest methods for the construction of ontology which focus on automatic generation of the concepts and their relations in a specified area. The difficulty with numerous, largely dissimilar concepts must be tackled by the evolution of ontology which depends on the collection of already defined textual sources like web services. The ontology evolution process for web services by utilizing the WSDL and free text descriptors is proposed. Term Frequency/Inverse Document Frequency (TF/IDF) and web context generation are the two techniques used to assess the WSDL descriptor. The proposed ontology evolution process improves the TF/IDF ranking by introducing WordNet tool to produce more significant tokens. The outcomes of these techniques are combined to obtain significant concepts. The service free text descriptor is the third technique applied to validate the concepts generated. Thus the combined ontology evolution approach contributes to a furthermore accurate ontology definition.
Authors and Affiliations
Priya C V , Janaki Kumar
Keywords
Related Articles
- EP ID EP104304
- DOI -
- Views 78
- Downloads 0
Performance Comparison of alCNRZ and nCRZ Modulation Format for WDM/DWDM System
Advance Modulation formats like alternate chirped non-return-to-zero (alCNRZ) and novel chirped return-to-zero (nCRZ) are playing a significant role in transmission of an optical signal accurately at its destination....
Implementation of Citation Parser on the Basis of Knowledge Base Hierarchy
Use of the bibliographical information of publications available on the Internet is an important task in academic research. Accurate reference metadata extraction for publications is essential for the integration...
TPA BASED CLOUD STORAGE SECURITY TECHNIQUES
Cloud Computing is the new trend to reduce the investment in business to satisfy the client needs using internet. The various cloud services provides infrastructure, software and platform. In cloud computing, data...
Cloud based Intra-College Communication Information System using Mobile Clients
we have seen over the years that the process of notice boards, important notification about academics has been carried out manually almost across all educational institutions. The process is not only time consuming...
E-Governance - A challenge for India
The emergence of Information and Communication Technology (ICT) has provided means for faster and better communication, retrieval of data and utilization of information to its users. e-Governance is basically the...