Approaching document analysis with a formal model

We introduce a formal approach to document and text analysis. The method proposed herein results in a mathematical and physical model/framework which can formalize different challenges in research fields such as computational linguistics, digital philology, and software engineering, principally if a...

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Bibliographic Details
Main Authors: del Gratta, Riccardo, Boschetti, Federico, Bambaci, Luigi, Sarnari, Francesco
Format: Conference Proceeding
Language:English
Subjects:
Analytical models
Computational linguistics
Computational modeling
document analysis
evolutionary approach
Formal model
Information science
Mathematical model
Software engineering
Text analysis
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Summary:We introduce a formal approach to document and text analysis. The method proposed herein results in a mathematical and physical model/framework which can formalize different challenges in research fields such as computational linguistics, digital philology, and software engineering, principally if applied to document and text analysis. We examine texts and documents from an evolutionary perspective, where both corruption and correction are involved. We describe document evolution via fiber bundles formalism.
ISSN:2327-1884
DOI:10.1109/CiSt49399.2021.9357202