Quantum semantics of text perception

被引:16
|
作者
Surov, Ilya A. [1 ]
Semenenko, E. [1 ]
Platonov, A. V. [1 ]
Bessmertny, I. A. [1 ]
Galofaro, F. [2 ]
Toffano, Z. [3 ]
Khrennikov, A. Yu. [4 ]
Alodjants, A. P. [1 ]
机构
[1] ITMO Univ, St Petersburg 197101, Russia
[2] Italy Free Univ Bozen, Politecn Milano, I-39100 Bolzano, Italy
[3] Univ Paris Saclay, CNRS, UMR8506, Lab Signaux & Syst L2S, Paris, France
[4] Linnaeus Univ, Int Ctr Math Modeling Phys & Cognit Sci, S-35195 Vaxjo, Sweden
关键词
BIG DATA; SYSTEMS; ENTANGLEMENT; LANGUAGE; COMPLEMENTARITY; REPRESENTATION; PSYCHOLOGY; BRAIN; MODEL; QBISM;
D O I
10.1038/s41598-021-83490-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The paper presents quantum model of subjective text perception based on binary cognitive distinctions corresponding to words of natural language. The result of perception is quantum cognitive state represented by vector in the qubit Hilbert space. Complex-valued structure of the quantum state space extends the standard vector-based approach to semantics, allowing to account for subjective dimension of human perception in which the result is constrained, but not fully predetermined by input information. In the case of two distinctions, the perception model generates a two-qubit state, entanglement of which quantifies semantic connection between the corresponding words. This two-distinction perception case is realized in the algorithm for detection and measurement of semantic connectivity between pairs of words. The algorithm is experimentally tested with positive results. The developed approach to cognitive modeling unifies neurophysiological, linguistic, and psychological descriptions in a mathematical and conceptual structure of quantum theory, extending horizons of machine intelligence.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] Re-Representing Metaphor: Modeling Metaphor Perception Using Dynamically Contextual Distributional Semantics
    McGregor, Stephen
    Agres, Kat
    Rataj, Karolina
    Purver, Matthew
    Wiggins, Geraint
    FRONTIERS IN PSYCHOLOGY, 2019, 10
  • [32] Prosody and Semantics Are Separate but Not Separable Channels in the Perception of Emotional Speech: Test for Rating of Emotions in Speech
    Ben-David, Boaz M.
    Multani, Namita
    Shakuf, Vered
    Rudzicz, Frank
    van Lieshout, Pascal H. H. M.
    JOURNAL OF SPEECH LANGUAGE AND HEARING RESEARCH, 2016, 59 (01): : 72 - 89
  • [33] Categorical perception of color is significant both in the right visual field and the left: Evidence from Naxi speakers and Mandarin speakers
    Xie Shushu
    Zhang Jijia
    Zhu Jun
    ACTA PSYCHOLOGICA SINICA, 2019, 51 (11) : 1229 - 1243
  • [34] Cerebellar activation patterns in deaf participants for perception of sign language and written text
    Gizewski, ER
    Lambertz, N
    Ladd, ME
    Timmann, D
    Forsting, M
    NEUROREPORT, 2005, 16 (17) : 1913 - 1917
  • [35] ON ATTENTION OF FORENSIC EXPERTS AND NON-EXPERTS IN THE PERCEPTION AND COMPREHENSION OF MULTIMODAL TEXT
    Gorbacheva, V. Aleksandra
    Khenis, Alexandra A. Berlin
    Osadchiy, Mikhail A.
    VESTNIK VOLGOGRADSKOGO GOSUDARSTVENNOGO UNIVERSITETA-SERIYA 2-YAZYKOZNANIE, 2022, 21 (03): : 158 - 175
  • [36] BIALGEBRAIC SEMANTICS FOR LOGIC PROGRAMMING
    Bonchi, Filippo
    Zanasi, Fabio
    LOGICAL METHODS IN COMPUTER SCIENCE, 2015, 11 (01)
  • [37] Discrete Semantics for Hybrid Automata
    Casagrande, Alberto
    Piazza, Carla
    Policriti, Alberto
    DISCRETE EVENT DYNAMIC SYSTEMS-THEORY AND APPLICATIONS, 2009, 19 (04): : 471 - 493
  • [38] QUANTUM ALGORITHMS FOR THE SHORTEST COMMON SUPERSTRING AND TEXT ASSEMBLING PROBLEMS
    Khadiev, Kamil
    Machado, Carlos Manuel Bosch
    Chen, Zeyu
    Wu, Junde
    QUANTUM INFORMATION & COMPUTATION, 2024, 24 (3-4) : 267 - 294
  • [39] Chaos and quantum Fisher information in the quantum kicked top
    Wang Xiao-Qian
    Ma Jian
    Zhang Xi-He
    Wang Xiao-Guang
    CHINESE PHYSICS B, 2011, 20 (05)
  • [40] Warm and Fuzzy: Perceptual Semantics Can Be Activated Even During Shallow Lexical Processing
    Platonova, Olesia
    Miklashevsky, Alex
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION, 2025,