Title :
An application of text mining: bibliographic navigator powered by extended association rules
Author :
Kawahara, Minoru ; Kawano, Hiroyuki
Author_Institution :
Data Process. Center, Kyoto Univ., Japan
Abstract :
In this paper, we discuss the implementation and performance of our developed bibliographic navigator with the text mining. We categorize the different attributes and extend the mining association algorithms and in order to provide mole helpful rules. By our proposed algorithm, more interesting rules are derived from relationships between several categorized attributes in bibliographic databases such as INSPEC. We also evaluate the performance of our proposed algorithms on our developing bibliographic navigator and discuss the improvements of our navigator.
Keywords :
bibliographic systems; data mining; information retrieval systems; information services; INSPEC; bibliographic databases; bibliographic navigator; categorized attributes; extended association rules; mining association; text mining; Association rules; Bibliographies; Data mining; Data processing; Information retrieval; Intelligent systems; Navigation; Text mining; Transaction databases;
Conference_Titel :
System Sciences, 2000. Proceedings of the 33rd Annual Hawaii International Conference on
Print_ISBN :
0-7695-0493-0
DOI :
10.1109/HICSS.2000.926651