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Beyond Citations: Corpus-based Methods for Detecting the Impact of Research Outcomes on Society

LREC 2020 • Rezvaneh Rezapour • Jutta Bopp • Norman Fiedler • Diana Steffen • Andreas Witt • Jana Diesner

This paper proposes, implements and evaluates a novel, corpus-based approach for identifying categories indicative of the impact of research via a deductive (top-down, from theory to data) and an inductive (bottom-up, from data to theory) approach. The resulting categorization schemes differ in substance... (read more)

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