Complexity of Word Collocation Networks: A Preliminary Structural Analysis

@inproceedings{Lahiri2014ComplexityOW,
  title={Complexity of Word Collocation Networks: A Preliminary Structural Analysis},
  author={Shibamouli Lahiri},
  booktitle={EACL},
  year={2014}
}
In this paper, we explore complex network properties of word collocation networks (Ferret, 2002) from four different genres. Each document of a particular genre was converted into a network of words with word collocations as edges. We analyzed graphically and statistically how the global properties of these networks varied across different genres, and among different network types within the same genre. Our results indicate that the distributions of network properties are visually similar but… CONTINUE READING
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