How to find better index terms through citations

Simone Teufel · Stephen E. Robertson

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scientometrics and bibliometrics research Library Science and Information Systems Advanced Text Analysis Techniques

Abstract

We consider the question of how information from the textual context of citations in scientific papers could improve indexing of the cited papers. We first present examples which show that the context should in principle provide better and new index terms. We then discuss linguistic phenomena around citations and which type of processing would improve the automatic determination of the right context. We present a case study, studying the effect of combining the existing index terms of a paper with additional terms from papers citing that paper in our corpus. Finally, we discuss the need for experimentation for the practical validation of our claim.

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2010Contextual cocitation: Augmenting cocitation analysis and its applications 2016Context sensitive article ranking with citation context analysis 2015Passage-Based Bibliographic Coupling: An Inter-Article Similarity Measure for Biomedical Articles 2016Citation Block Determination Using Textual Coherence 2017Extracting reference text from citation contexts 2021Leveraging full-text article exploration for citation analysis 2007Multivalued co-citation measure based on semantic distance between co-cited papers in a citing paper

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