A formalization of logical imaging for information retrieval using quantum theory

G. Zuccon, L. A. Azzopardi, C. J. van Rijsbergen

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

5 Citations (Scopus)

Abstract

In this paper we introduce a formalization of Logical Imaging applied to IR in terms of Quantum Theory through the use of an analogy between states of a quantum system and terms in text documents. Our formalization relies upon the Schrodinger Picture, creating an analogy between the dynamics of a physical system and the kinematics of probabilities generated by Logical Imaging. By using Quantum Theory, it is possible to model more precisely contextual information in a seamless and principled fashion within the Logical Imaging process. While further work is needed to empirically validate this, the foundations for doing so are provided.
Original languageEnglish
Title of host publicationDEXA '08. 19th International Workshop on Database and Expert Systems Application, 2008
Place of PublicationWashington, DC, USA
Pages3-8
Number of pages6
DOIs
Publication statusPublished - 12 Sep 2008
Externally publishedYes

Publication series

NameDEXA '08
PublisherIEEE Computer Society

Keywords

  • logical imaging
  • kinematics
  • information retrieval
  • quantum theory

Cite this

Zuccon, G., Azzopardi, L. A., & Rijsbergen, C. J. V. (2008). A formalization of logical imaging for information retrieval using quantum theory. In DEXA '08. 19th International Workshop on Database and Expert Systems Application, 2008 (pp. 3-8). (DEXA '08).. https://doi.org/10.1109/DEXA.2008.69