• Computer Science
  • Published in
    AAAI Workshop: Scholarly Big…
    2015

Identifying Meaningful Citations

@inproceedings{Valenzuela2015IdentifyingMC,
  title={Identifying Meaningful Citations},
  author={Marco Valenzuela and Vu A. Ha and Oren Etzioni},
  booktitle={AAAI Workshop: Scholarly Big Data},
  year={2015}
}
We introduce the novel task of identifying important citations in scholarly literature, i.e., citations that indicate that the cited work is used or extended in the new effort. [...] Key Method We annotate a dataset of approximately 450 citations with this information, and release it publicly. We propose a supervised classification approach that addresses this task with a battery of features that range from citation counts to where the citation appears in the body of the paper, and show that,our approach…Expand Abstract

Figures, Tables, and Topics from this paper.

Citations

Publications citing this paper.
SHOWING 1-10 OF 62 CITATIONS

What do citation counts measure? An updated review of studies on citations in scientific documents published between 2006 and 2018

VIEW 16 EXCERPTS
CITES RESULTS, METHODS & BACKGROUND
HIGHLY INFLUENCED

Venue Analytics: A Simple Alternative to Citation-Based Metrics

  • Leonid Keselman
  • Computer Science
  • 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL)
  • 2019
VIEW 9 EXCERPTS
CITES METHODS & BACKGROUND
HIGHLY INFLUENCED

Identification of important citations by exploiting research articles’ metadata and cue-terms from content

VIEW 10 EXCERPTS
CITES RESULTS, METHODS & BACKGROUND
HIGHLY INFLUENCED

Identifying Important Citations Using Contextual Information from Full Text

VIEW 6 EXCERPTS
CITES BACKGROUND & METHODS
HIGHLY INFLUENCED

Incidental or Influential? - Challenges in Automatically Detecting Citation Importance Using Publication Full Texts

VIEW 10 EXCERPTS
CITES METHODS, BACKGROUND & RESULTS
HIGHLY INFLUENCED

FILTER CITATIONS BY YEAR

2016
2020

CITATION STATISTICS

  • 13 Highly Influenced Citations

  • Averaged 18 Citations per year from 2017 through 2019

References

Publications referenced by this paper.