Title :
Concept Based Query Expansion
Author :
Boubacar, Abdoulahi ; Zhendong Niu
Author_Institution :
Sch. of Comput. Sci., Beijing Inst. of Technol., Beijing, China
Abstract :
Concept based search is a method that enhances information retrieval systems using semantic relationships. The recall in concept based search is relatively low. That low recall comes from the fact that it is not easy to represent a concept completely. Query expansion intends to fill a gap because concept representation is always partial. Query expansion improves the recall. In this paper we present an expansion method for a concept based information retrieval. Our method uses semantic relatedness to extend user query through an undirected graph of concepts.
Keywords :
graph theory; information retrieval systems; query processing; concept based information retrieval; concept based query expansion; concept based search; concept representation; information retrieval systems; semantic relationships; undirected graph; Electronic publishing; Encyclopedias; Information retrieval; Internet; Multimedia communication; Semantics; concept based information retrieval; query expansion; semantic relatedness;
Conference_Titel :
Semantics, Knowledge and Grids (SKG), 2013 Ninth International Conference on
Conference_Location :
Beijing
DOI :
10.1109/SKG.2013.10