Title :
A Fuzzy Information Retrieval Method Based on the Vector-Correlative Model
Author :
Wu, Ying-Liang ; Zho, Bo
Author_Institution :
Dept. of E-Bus., South China Univ. of Technol., Guangzhou
Abstract :
The VCM (Vector-Correlative Model) is one of the currently popular models for information searching. In this paper, author inducted Fuzzy Sets theory and approach for to construct information searching models, and presented a new VCM, which is called Fuzzy Vector-correlative Model (FVCM). So, its theory structure and user´s searching quizzing mode has been dimming improved. We have show with some fringe experimentation that the new model has overcome some intrinsic defects of the exciting ones, and has raised the precision and recall of information search system.
Keywords :
fuzzy set theory; information retrieval; fuzzy information retrieval method; fuzzy set theory; fuzzy vector-correlative model; information search model; user search quizzing mode; Algorithm design and analysis; Artificial intelligence; Business; Electronic mail; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Information retrieval; Information systems; Internet; fuzzy sets; information searching; precision; recall; vector-correlative model;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.385