Title :
Fuzzy relational knowledge representation and context in the service of semantic information retrieval
Author :
Wallace, Manolis ; Avrithis, Yannis
Author_Institution :
Dept. of Comput. Sci., Nat. Tech. Univ. of Athens, Greece
Abstract :
We follow a fuzzy relational approach to knowledge representation. With the use of semantic fuzzy relations we define and extract the semantic context out of a set of semantic entities. Based on this, we then proceed to the case of information retrieval and explain how the three participating contexts, namely the context of the query, the context of the document and the context of the user, can be estimated and utilized towards the achievement of more intuitive information services.
Keywords :
fuzzy set theory; information retrieval; knowledge representation; document context; fuzzy relational knowledge representation; query context; semantic information retrieval; user context; Context-aware services; Data mining; Document handling; Fuzzy sets; Image retrieval; Information retrieval; Knowledge representation; Laboratories; Multimedia systems; Ontologies;
Conference_Titel :
Fuzzy Systems, 2004. Proceedings. 2004 IEEE International Conference on
Print_ISBN :
0-7803-8353-2
DOI :
10.1109/FUZZY.2004.1375376