Quantum-like uncertain conditionals for text analysis

  • Authors:
  • Alvaro Francisco Huertas-Rosero;C. J. Van Rijsbergen

  • Affiliations:
  • University of Glasgow;University of Cambridge

  • Venue:
  • QI'11 Proceedings of the 5th international conference on Quantum interaction
  • Year:
  • 2011

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Abstract

Simple representations of documents based on the occurrences of terms are ubiquitous in areas like Information Retrieval, and also frequent in Natural Language Processing. In this work we propose a logical-probabilistic approach to the analysis of natural language text based in the concept of Uncertain Conditional, on top of a formulation of lexical measurements inspired in the theoretical concept of ideal quantum measurements. The proposed concept can be used for generating topic-specific representations of text, aiming to match in a simple way the perception of a user with a pre-established idea of what the usage of terms in the text should be. A simple example is developed with two versions of a text in two languages, showing how regularities in the use of terms are detected and easily represented.