Tracking and predicting growth areas in science

被引:237
作者
Small, Henry [1 ]
机构
[1] Thomson Sci, Philadelphia, PA 19104 USA
关键词
D O I
10.1007/s11192-006-0132-y
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
We explore the possibility of using co-citation clusters over three time periods to track the emergence and growth of research areas, and predict their near term change. Data sets are from three overlapping six-year periods: 1996-2001, 1997-2002 and 1998-2003. The methodologies of co-citation clustering, mapping, and string formation are reviewed, and a measure of cluster currency is defined as the average age of highly cited papers relative to the year span of the data set. An association is found between the currency variable in a prior period and the percentage change in cluster size and citation frequency in the following period. The conflating factor of "single-issue clusters" is discussed and dealt with using a new metric called in-group citation.
引用
收藏
页码:595 / 610
页数:16
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