Title :
Contemporary semantic search using Natural Language processing
Author :
Kumar, N. Anish ; Srinivasulu, Senduru ; Dinesh Kanna, M.N.
Author_Institution :
Dept., Sathyabama Univ., Chennai, India
Abstract :
In advanced search engines queries are being expressed in natural language as it seems to be the next step for developing future systems. Hence, users can express what they are searching for in a sentence form. The Semantic Web framework is our chosen field. This approach is to build a complete and meaningful Web Search using a Natural Language system. The process is complete when it covers pre-processing, Semantic analysis, semantic interpretation, and the way of executing a SPARQL query in order to obtain the results. The domain deals with the existing portal of accommodation. A corpus of different queries is being used from the facebook campaign. Furthermore, the Natural Language Understanding (NLU) module is evaluated with respect to another domain (public transportation) and a language (English). The performance of Semantic web enhances a decently sized knowledge base and also others.
Keywords :
natural language processing; query processing; search engines; search problems; semantic Web; English language; NLU module; SPARQL query; advanced search engine queries; contemporary semantic search; facebook campaign; natural language processing; natural language system; natural language understanding module; semantic Web framework; semantic analysis; semantic interpretation; Knowledge based systems; Natural languages; Ontologies; Resource description framework; Semantics; XML; User query in Sentence format Knowledge Base Natural Query Language Ontology;
Conference_Titel :
Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM), 2015 International Conference on
Conference_Location :
Chennai
Print_ISBN :
978-1-4799-9854-8
DOI :
10.1109/ICSTM.2015.7225387