Title :
The Query Expansion Method Based on Semantic Skeleton
Author :
Yin, Wensheng ; Tu, Pinghui ; Xu, Fan ; Zhang, Hengxi
Author_Institution :
Sch. of Mech. Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan
Abstract :
The query method most commonly used is keywords query. The recall of document can be greatly improved through the expansion of synonymy, near-synonymy and hyponymy of keywords, but the precision may not always rise even to decline. In order to improve the precision, the mode of query expansion based on semantic skeleton must be used. Through analyzing the sentences, which are the components of basic semantic unit, this paper points out that the important factor to express the basic semantic meaning of the sentence is the basic components of sentence, which form the semantic skeleton of sentence. When users input their search requirements by query clause interface, the system can obtain their semantic skeleton, and obtain the documents desired by users through the match operation between the query document sentences and the semantic skeleton.
Keywords :
information retrieval; natural languages; document retrieval; natural language sentence; query clause interface; query expansion method; search requirement; semantic skeleton; Data mining; Feedback; Information retrieval; Large scale integration; Natural languages; Ontologies; Skeleton; Space technology; Thesauri;
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
DOI :
10.1109/IWISA.2009.5073197