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(2017) Research and advanced technology for digital libraries, Dordrecht, Springer.
What others say about this work? scalable extraction of citation contexts from research papers
Petr Knoth
pp. 287-299
This work presents a new, scalable solution to the problem of extracting citation contexts: the textual fragments surrounding citation references. These citation contexts can be used to navigate digital libraries of research papers to help users in deciding what to read. We have developed a prototype system which can retrieve, on-demand, citation contexts from the full text of over 15 million research articles in the Mendeley catalog for a given reference research paper. The evaluation results show that our citation extraction system provides additional functionality over existing tools, has two orders of magnitude faster runtime performance, while providing a 9% improvement in F-measure over the current state-of-the-art.
Publication details
DOI: 10.1007/978-3-319-67008-9_23
Full citation:
Knoth, P. (2017)., What others say about this work? scalable extraction of citation contexts from research papers, in J. Kamps, G. Tsakonas, Y. Manolopoulos, L. Iliadis & I. Karydis (eds.), Research and advanced technology for digital libraries, Dordrecht, Springer, pp. 287-299.