Corpus ID: 2538517

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}
}
  • Marco Valenzuela, Vu A. Ha, Oren Etzioni
  • Published in
    AAAI Workshop: Scholarly Big…
    2015
  • Computer Science
  • 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

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    Citations

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    SHOWING 1-10 OF 84 CITATIONS

    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

    Important Citation Identification by Exploiting the Optimal In-text Citation Frequency

    FILTER CITATIONS BY YEAR

    2016
    2020

    CITATION STATISTICS

    • 14 Highly Influenced Citations

    • Averaged 21 Citations per year from 2018 through 2020

    References

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