What Others Say About This Work? Scalable Extraction of Citation Contexts from Research Papers

Knoth, Petr; Gooch, Phil and Jack, Kris (2017). What Others Say About This Work? Scalable Extraction of Citation Contexts from Research Papers. Lecture Notes in Computer Science, 10450 pp. 287–299.

DOI: https://doi.org/10.1007/978-3-319-67008-9_23

Abstract

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.

Viewing alternatives

Download history

Metrics

Public Attention

Altmetrics from Altmetric

Number of Citations

Citations from Dimensions

Item Actions

Export

About