Title :
Development of Semantic Based Information Retrieval Using Word-Net Approach
Author :
Nithiya, P. ; Vidhya, V. ; Ganesan, L.
Author_Institution :
Dept of CSE, Sri Venkateswara Coll. of Eng., India
Abstract :
Semantic-based information retrieval mechanism that handles the processing, recognition, extraction, extensions and matching of content semantics to achieve the following objectives: i) to analyze and determine the semantic feature of the content and to develop a semantic pattern that represent the semantic features of the content. ii) to analyze user´s query and extend its implied semantics through semantic extension to identify more semantic features for matching. iii) to generate contents with approximate semantics by clustering the documents and matching against the extended query to provide correct contents to the querist.
Keywords :
information retrieval; semantic features; semantic pattern; semantic-based information retrieval mechanism; user query; word-net approach; Content based retrieval; Data mining; Educational institutions; Feature extraction; Frequency; Information analysis; Information retrieval; Pattern analysis; Pattern clustering; Pattern matching; Information Retrieval; Keyword Extraction; Retrieval Mechanism; Semantic Extraction; Semantic retrieval;
Conference_Titel :
Computer and Network Technology (ICCNT), 2010 Second International Conference on
Conference_Location :
Bangkok
Print_ISBN :
978-0-7695-4042-9
Electronic_ISBN :
978-1-4244-6962-8
DOI :
10.1109/ICCNT.2010.108