Advanced search
1 file | 1.55 MB Add to list

An approach to graph-based analysis of textual documents

Author
Organization
Abstract
In this paper a new graph-based model is proposed for the representation of textual documents. Graph-structures are obtained from textual documents by making use of the well-known Part-Of-Speech (POS) tagging technique. More specifically, a simple rule-based (re) classifier is used to map each tag onto graph vertices and edges. As a result, a decomposition of textual documents is obtained where tokens are automatically parsed and attached to either a vertex or an edge. It is shown how textual documents can be aggregated through their graph-structures and finally, it is shown how vertex-ranking methods can be used to find relevant tokens.(1).
Keywords
Graph model, Multi Document Summarization, Text Analysis

Downloads

  • eusflat2013 submission 118.pdf
    • full text
    • |
    • open access
    • |
    • PDF
    • |
    • 1.55 MB

Citation

Please use this url to cite or link to this publication:

MLA
Bronselaer, Antoon, and Gabriella Pasi. “An Approach to Graph-Based Analysis of Textual Documents.” 8th European Society for Fuzzy Logic and Technology, Proceedings, edited by G Pasi et al., Atlantis Press, 2013, pp. 634–41, doi:10.2991/eusflat.2013.96.
APA
Bronselaer, A., & Pasi, G. (2013). An approach to graph-based analysis of textual documents. In G. Pasi, J. Montero, & D. Ciucci (Eds.), 8th European Society for Fuzzy Logic and Technology, Proceedings (pp. 634–641). https://doi.org/10.2991/eusflat.2013.96
Chicago author-date
Bronselaer, Antoon, and Gabriella Pasi. 2013. “An Approach to Graph-Based Analysis of Textual Documents.” In 8th European Society for Fuzzy Logic and Technology, Proceedings, edited by G Pasi, J Montero, and D Ciucci, 634–41. Atlantis Press. https://doi.org/10.2991/eusflat.2013.96.
Chicago author-date (all authors)
Bronselaer, Antoon, and Gabriella Pasi. 2013. “An Approach to Graph-Based Analysis of Textual Documents.” In 8th European Society for Fuzzy Logic and Technology, Proceedings, ed by. G Pasi, J Montero, and D Ciucci, 634–641. Atlantis Press. doi:10.2991/eusflat.2013.96.
Vancouver
1.
Bronselaer A, Pasi G. An approach to graph-based analysis of textual documents. In: Pasi G, Montero J, Ciucci D, editors. 8th European Society for Fuzzy Logic and Technology, Proceedings. Atlantis Press; 2013. p. 634–41.
IEEE
[1]
A. Bronselaer and G. Pasi, “An approach to graph-based analysis of textual documents,” in 8th European Society for Fuzzy Logic and Technology, Proceedings, Milano, Italy, 2013, pp. 634–641.
@inproceedings{4132766,
  abstract     = {{In this paper a new graph-based model is proposed for the representation of textual documents. Graph-structures are obtained from textual documents by making use of the well-known Part-Of-Speech (POS) tagging technique. More specifically, a simple rule-based (re) classifier is used to map each tag onto graph vertices and edges. As a result, a decomposition of textual documents is obtained where tokens are automatically parsed and attached to either a vertex or an edge. It is shown how textual documents can be aggregated through their graph-structures and finally, it is shown how vertex-ranking methods can be used to find relevant tokens.(1).}},
  author       = {{Bronselaer, Antoon and Pasi, Gabriella}},
  booktitle    = {{8th European Society for Fuzzy Logic and Technology, Proceedings}},
  editor       = {{Pasi, G and Montero, J and Ciucci, D}},
  isbn         = {{9789078677789}},
  issn         = {{1951-6851}},
  keywords     = {{Graph model,Multi Document Summarization,Text Analysis}},
  language     = {{eng}},
  location     = {{Milano, Italy}},
  pages        = {{634--641}},
  publisher    = {{Atlantis Press}},
  title        = {{An approach to graph-based analysis of textual documents}},
  url          = {{http://doi.org/10.2991/eusflat.2013.96}},
  year         = {{2013}},
}

Altmetric
View in Altmetric
Web of Science
Times cited: