A survey of quantum theory inspired approaches to information retrieval

S Uprety, D Gkoumas, D Song - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Since 2004, researchers have been using the mathematical framework of quantum theory in
information retrieval (IR). Quantum theory offers a generalized probability and logic …

Quantum-like structure in multidimensional relevance judgements

S Uprety, P Tiwari, S Dehdashti, L Fell, D Song… - Advances in Information …, 2020 - Springer
A large number of studies in cognitive science have revealed that probabilistic outcomes of
certain human decisions do not agree with the axioms of classical probability theory. The …

Modelling dynamic interactions between relevance dimensions

S Uprety, S Dehdashti, L Fell, P Bruza… - Proceedings of the 2019 …, 2019 - dl.acm.org
Relevance is an underlying concept in the field of Information Science and Retrieval. It is a
cognitive notion consisting of several different criteria or dimensions. Theoretical models of …

Using generative adversarial networks for relevance evaluation of search engine results

DN Galanin, NR Bukharaev… - 2020 IEEE East …, 2020 - ieeexplore.ieee.org
In the article a new approach to the problem of relevance evaluation of the search engine
results, based on generative adversarial networks (GAN), is proposed. To improve the …

Investigating bell inequalities for multidimensional relevance judgments in information retrieval

S Uprety, D Gkoumas, D Song - International Symposium on Quantum …, 2018 - Springer
Abstract Relevance judgment in Information Retrieval is influenced by multiple factors.
These include not only the topicality of the documents but also other user oriented factors …

[PDF][PDF] Quantum-Like Structure in Multidimensional Relevance Judgements

D Song, P Bruza, M Melucci - academia.edu
A large number of studies in cognitive science have revealed that probabilistic outcomes of
certain human decisions do not agree with the axioms of classical probability theory. The …

[图书][B] Investigation and Modelling of Quantum-Like User Cognitive Behaviour in Information Access and Retrieval

S Uprety - 2020 - search.proquest.com
This thesis is fundamentally about using conceptual and mathematical constructs from the
area of Quantum Theory in Information Retrieval (IR). The need and motivation for this is two …