DocumentCode
3360335
Title
Digital libraries-classification and visualization techniques
Author
Merkl, Dieter ; Rauber, Andreas
Author_Institution
Inst. fur Softwaretechnik, Tech. Univ. Wien, Austria
fYear
2000
fDate
2000
Firstpage
434
Lastpage
438
Abstract
The constantly increasing flood of available textual information demands the development of powerful tools to organize, search, and explore these document libraries. Within the framework of the SOMLib digital library project we have proposed the utilization of unsupervised artificial neural networks for document classification and an intuitive user interface relying on metaphor graphics for visualization of the contents of the digital library
Keywords
classification; data visualisation; digital libraries; graphical user interfaces; self-organising feature maps; unsupervised learning; SOMLib project; data visualization; digital libraries; document classification; document libraries; metaphor graphics; searching; self organizing map; textual information; unsupervised neural networks; user interface; Artificial neural networks; Displays; Floods; Graphics; Navigation; Neural networks; Self organizing feature maps; Software libraries; User interfaces; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Libraries: Research and Practice, 2000 Kyoto, International Conference on.
Conference_Location
Kyoto
Print_ISBN
0-7695-1022-1
Type
conf
DOI
10.1109/DLRP.2000.942206
Filename
942206
Link To Document