A graph based authorship identification approach
Por:
Gómez-Adorno H., Sidorov G., Pinto D., Markov I.
Publicada:
1 ene 2015
Categoría:
Computer Science (miscellaneous)
Resumen:
The paper describes our approach for the Authorship Identification task at the PAN CLEF 2015. We extract textual patterns based on features obtained from shortest path walks over Integrated Syntactic Graphs (ISG). Then we calculate a similarity between the unknown document and the known document with these patterns. The approach uses a predefined threshold in order to decide if the unknown document is written by the known author or not.
Filiaciones:
Gómez-Adorno H.:
Center for Computing Research, Instituto Politécnico Nacional, Mexico
Sidorov G.:
Center for Computing Research, Instituto Politécnico Nacional, Mexico
Pinto D.:
Faculty of Computer Science, Benemérica Universidad Autónoma de Puebla, Mexico
Markov I.:
Center for Computing Research, Instituto Politécnico Nacional, Mexico
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