期刊
ACM COMPUTING SURVEYS
卷 53, 期 5, 页码 -出版社
ASSOC COMPUTING MACHINERY
DOI: 10.1145/3402179
关键词
Information retrieval; quantum theory; quantum-inspired models
资金
- European Union's Horizon 2020 research and innovation programme under Marie Sklodowska-Curie grant [721321]
- Natural Science Foundation of China [U1636203]
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.
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