DIVA: a visualization system for exploring document databases for technology forecasting

被引:98
作者
Morris, S
DeYong, C
Wu, Z
Salman, S
Yemenu, D
机构
[1] Oklahoma State Univ, Sch Elect & Comp Engn, Stillwater, OK 74078 USA
[2] Oklahoma State Univ, Sch Ind Engn & Management, Stillwater, OK 74078 USA
关键词
technology forecasting; information visualization; knowledge discovery in databases; KDD; data mining; citation analysis; document mapping; bibliometrics; scientometrics;
D O I
10.1016/S0360-8352(02)00143-2
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Database Information Visualization and Analysis system (DIVA) is a computer program that helps perform bibliometric analysis of collections of scientific literature and patents for technology forecasting. Documents, drawn from the technological field of interest, are visualized as clusters on a two dimensional map, permitting exploration of the relationships among the documents and document clusters and also permitting derivation of summary data about each document cluster. Such information, when provided to subject matter experts performing a technology forecast, can yield insight into trends in the technological field of interest. This paper discusses the document visualization and analysis process: acquisition of documents, mapping documents, clustering, exploration of relationships, and generation of summary and trend information. Detailed discussion of DIVA exploration functions is presented and followed by an example of visualization and analysis of a set of documents about chemical sensors. (C) 2002 Published by Elsevier Science Ltd.
引用
收藏
页码:841 / 862
页数:22
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