2005
DOI: 10.1002/asi.20317
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CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature

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Cited by 4,487 publications
(3,649 citation statements)
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References 60 publications
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“…The purpose was not to evaluate the clustering of scientific literature per se; this has been done for instance in (Braam et al, 1991;Chen, 2006;Vladutz and Cook, 1984;Bani-Ahmad et al, 2005). Rather, our focus was the usefulness of the clustering and interaction for end users.…”
Section: Discussionmentioning
confidence: 99%
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“…The purpose was not to evaluate the clustering of scientific literature per se; this has been done for instance in (Braam et al, 1991;Chen, 2006;Vladutz and Cook, 1984;Bani-Ahmad et al, 2005). Rather, our focus was the usefulness of the clustering and interaction for end users.…”
Section: Discussionmentioning
confidence: 99%
“…They highlight certain aspects (like key articles that caused a change in the field's discourse, cf. Chen, 2006) and focus on the presentation of an automatically generated model, or they help in navigating but do not support model building. Also, tools that perform overview analyses on large datasets (Small, 1994;Chen and Carr, 1999;Chen, 2003Chen, , 2006 are generally not available to the public, or they operate on pre-processed test sets rather than on live Digital Libraries (DLs).…”
Section: Motivation and Related Workmentioning
confidence: 99%
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“…While this work was also concerned with cleansing data from noisy sources, the metadata in use was not extracted from publications themselves and no further information available from external sources such as Faceted DBLP was utilized. Another tool targeting the exploration of the co-authorship network is CiteSpace [22]. CiteSpace tries to identify trends or salient patterns in scientific publications.…”
Section: Related Workmentioning
confidence: 99%