Ja n 20 06 Strong correlations between text quality and complex networks features

@inproceedings{AntiqueiraJaN2,
  title={Ja n 20 06 Strong correlations between text quality and complex networks features},
  author={Lucas Antiqueira and Maria das Graças Volpe Nunes and Osvaldo N. Oliveira and Luciano da Fontoura Costa}
}
Concepts of complex networks have been used to obtain metrics that were correlated to text quality established by scores assigned by human judges. Texts produced by high-school students in Portuguese were represented as scale-free networks (word adjacency model), from which typical network features such as the in/outdegree, clustering coefficient and shortest path were obtained. Another metric was derived from the dynamics of the network growth, based on the variation of the number of connected… CONTINUE READING
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