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A novel machine-learning approach to measuring scientific knowledge flows using citation context analysis

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References

1993Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations7,818 cited
2002Scholarly communication and bibliometrics1,133 cited
1975Some Results on the Function and Quality of Citations690 cited
2006Automatic classification of citation function436 cited
1975Content Analysis of References: Adjunct or Alternative to Citation Counting?356 cited
2003Patent citations and international knowledge flow: the cases of Korea and Taiwan277 cited
2001The changing composition of innovative activity in the US — a portrait based on patent analysis232 cited
1969Public Knowledge: An essay Concerning the Social Dimension of Science228 cited
1978Highly cited old papers and the reasons why they continue to be cited199 cited
2017Intellectual structure of knowledge in iMetrics: A co-word analysis180 cited
2015Identifying Meaningful Citations153 cited
2006Discovery of knowledge flow in science129 cited
1992Scholarly Communication and Bibliometrics.123 cited
1994Citation Patterns in the Journals of Statistics and Probability120 cited
2016The research space: using career paths to predict the evolution of the research output of individuals, institutions, and nations

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119 cited

1992The convergence of information science and communication: A bibliometric analysis90 cited

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