Document (#38522)

Author

Ding, Y.
Zhang, G.
Chambers, T.
Song, M.
Wang, X.
Zhai, C.

Title

Content-based citation analysis : the next generation of citation analysis

Source

Journal of the Association for Information Science and Technology. 65(2014) no.9, S.1820-1833

Year

2014

Abstract

Traditional citation analysis has been widely applied to detect patterns of scientific collaboration, map the landscapes of scholarly disciplines, assess the impact of research outputs, and observe knowledge transfer across domains. It is, however, limited, as it assumes all citations are of similar value and weights each equally. Content-based citation analysis (CCA) addresses a citation's value by interpreting each one based on its context at both the syntactic and semantic levels. This paper provides a comprehensive overview of CAA research in terms of its theoretical foundations, methodical approaches, and example applications. In addition, we highlight how increased computational capabilities and publicly available full-text resources have opened this area of research to vast possibilities, which enable deeper citation analysis, more accurate citation prediction, and increased knowledge discovery.

Theme

Citation indexing

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4. Jiang, Z.; Liu, X.; Chen, Y.: Recovering uncaptured citations in a scholarly network : a two-step citation analysis to estimate publication importance (2016) 0.15

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5. Wolfram, D.: ¬The power to influence : an informetric analysis of the works of Hope Olson (2016) 0.15

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