An approach to graph-based analysis of textual documents
- Author
- Antoon Bronselaer (UGent) and Gabriella Pasi
- 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
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Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-4132766
- 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}}, }
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