A Survey of Quantum Theory Inspired Approaches to Information Retrieval

Author:

Uprety Sagar1,Gkoumas Dimitris1,Song Dawei2

Affiliation:

1. The Open University, UK

2. Beijing Institute of Technology, China 8 The Open University, UK

Abstract

Since 2004, researchers have been using the mathematical framework of quantum theory in information retrieval (IR). Quantum theory offers a generalized probability and logic framework. Such a framework has been shown to be capable of unifying the representation, ranking, and user cognitive aspects of IR, and helpful in developing more dynamic, adaptive, and context-aware IR systems. Although quantum-inspired IR is still a growing area, a wide array of work in different aspects of IR has been done and produced promising results. This article presents a survey of the research done in this area, aiming to show the landscape of the field and draw a road map of future directions.

Funder

European Union's Horizon 2020 research and innovation programme under Marie Sklodowska-Curie

Natural Science Foundation of China

Publisher

Association for Computing Machinery (ACM)

Subject

General Computer Science,Theoretical Computer Science

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