Title of article :
DIVA: a visualization system for exploring document databases for technology forecasting
Author/Authors :
J. Steven Morris، نويسنده , , Camille DeYong، نويسنده , , Zheng Wu، نويسنده , , Sinan Salman، نويسنده , , Dagmawi Yemenu، نويسنده ,
Issue Information :
ماهنامه با شماره پیاپی سال 2003
Abstract :
Database Information Visualization and Analysis system ( ) 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 exploration functions is presented and followed by an example of visualization and analysis of a set of documents about chemical sensors.
Keywords :
Technology forecasting , Information visualization , KDD , Knowledge discovery in databases , Data mining , Citation analysis , Document mapping , Scientometrics , Bibliometrics
Journal title :
Computers & Industrial Engineering
Journal title :
Computers & Industrial Engineering