Title :
Fuzzy Classification of Web Reports with Linguistic Text Mining
Author :
Dedek, Jan ; Vojtas, Peter
Abstract :
In this paper we present a fuzzy system which provides a fuzzy classification of textual web reports. Our approach is based on usage of third party linguistic analyzers, our previous work on web information extraction and fuzzy inductive logic programming. Main contributions are formal models and prototype implementation of the system and evaluation experiments.
Keywords :
Accidents; Data mining; Fuzzy logic; Fuzzy sets; Fuzzy systems; Information analysis; Intelligent agent; Logic programming; Prototypes; Text mining; ILP; fuzzy; information extraction; text classification;
Conference_Titel :
Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09. IEEE/WIC/ACM International Joint Conferences on
Conference_Location :
Milan, Italy
Print_ISBN :
978-0-7695-3801-3
Electronic_ISBN :
978-1-4244-5331-3
DOI :
10.1109/WI-IAT.2009.254
