DocumentCode :
2458870
Title :
Context-sensitive semantic query expansion
Author :
Akrivas, Giorgos ; Wallace, Manolis ; Andreou, Giorgos ; Stamou, Giorgos ; Kollias, Stefanos
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Zografou, Greece
fYear :
2002
fDate :
2002
Firstpage :
109
Lastpage :
114
Abstract :
Modern information retrieval systems match the terms included in a user´s query with available documents, through the use of an index. A fuzzy thesaurus is used to enrich the query with associated terms. In this work, we use semantic entities, rather than terms; this allows us to use knowledge stored in a semantic encyclopedia, specifically the ordering relations, in order to perform a semantic expansion of the query. The process of query expansion takes into account the query context, which is defined as a fuzzy set of semantic entities. Furthermore, we integrate our approach with the user´s profile.
Keywords :
encyclopaedias; fuzzy set theory; indexing; information retrieval systems; query formulation; thesauri; context-sensitive semantic query expansion; fuzzy set; fuzzy thesaurus; index; information retrieval systems; ordering relations; semantic encyclopedia; semantic entities; term matching; user profile; Databases; Encyclopedias; Fuzzy sets; Image retrieval; Information retrieval; Laboratories; Multimedia systems; Statistics; Thesauri;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence Systems, 2002. (ICAIS 2002). 2002 IEEE International Conference on
Print_ISBN :
0-7695-1733-1
Type :
conf
DOI :
10.1109/ICAIS.2002.1048064
Filename :
1048064
Link To Document :
بازگشت