Metodo

International Studies in Phenomenology and Philosophy

Series | Book | Chapter

226419

What others say about this work? scalable extraction of citation contexts from research papers

Petr Knoth

pp. 287-299

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.

Publication details

Published in:

Kamps Jaap, Tsakonas Giannis, Manolopoulos Yannis, Iliadis Lazaros, Karydis Ioannis (2017) Research and advanced technology for digital libraries: 21st international conference on theory and practice of digital libraries, TPDL 2017, Thessaloniki, Greece, September 18-21, 2017. Dordrecht, Springer.

Pages: 287-299

DOI: 10.1007/978-3-319-67008-9_23

Full citation:

Knoth Petr (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, 287–299.