Corpus ID: 53404056

Understanding Charts in Research Papers : A Learning Approach

@inproceedings{Siegel2015UnderstandingCI,
  title={Understanding Charts in Research Papers : A Learning Approach},
  author={N. Siegel},
  year={2015}
}
  • N. Siegel
  • Published 2015
  • Academic research papers are a rich source of information, making them a prime target for computer knowledge mining. While much previous work has focused on reading text, papers often use graphical figures and charts to convey key points. The ability to automatically understand figures also has applications for accessibility. In this project, our goal is to understand figures in research papers by parsing them into a structured, computer-readable representation. We focus on reading line charts… CONTINUE READING
    1 Citations

    Figures from this paper.

    PDFFigures 2.0: Mining figures from research papers
    • 46
    • PDF

    References

    SHOWING 1-9 OF 9 REFERENCES
    Looking Beyond Text: Extracting Figures, Tables and Captions from Computer Science Papers
    • 56
    • Highly Influential
    • PDF
    ReVision: automated classification, analysis and redesign of chart images
    • 135
    • PDF
    Getting Computers to See Information Graphics So Users Do Not Have to
    • 51
    • PDF
    Recognizing the Intended Message of Line Graphs
    • 48
    • PDF
    Diagram Understanding in Geometry Questions
    • 60
    • PDF
    Model-Based Chart Image Recognition
    • 62
    • PDF
    Automating tactile graphics translation
    • 106
    • PDF
    Apprenticeship learning via inverse reinforcement learning
    • 1,975
    • PDF
    Large Margin Rank Boundaries for Ordinal Regression
    • 931