ArticleScientific reports2021
Quantum semantics of text perception.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- A quantum-cognitive approach to dynamic meaning construction.Frontiers in psychology · 2026Article
- Comprehension as Purification in Reading.Entropy (Basel, Switzerland) · 2025Article
- A Quantum-like Approach to Semantic Text Classification.Entropy (Basel, Switzerland) · 2025Article
- Quantum game strategy solution for R&D cartel: Reorganizing government R&D investment strategy in Korea.PloS one · 2024Article
- Quantum-like Qualia hypothesis: from quantum cognition to quantum perception.Frontiers in psychology · 2024Article
- Does the coexistence of literal and figurative meanings in metaphor comprehension yield novel meaning?: Empirical testing based on quantum cognition.Frontiers in psychology · 2023Article
- Lexicons of Key Terms in Scholarly Texts and Their Disciplinary Differences: From Quantum Semantics Construction to Relative-Entropy-Based Comparisons.Entropy (Basel, Switzerland) · 2022Article
- Brainwave Phase Stability: Predictive Modeling of Irrational Decision.Frontiers in psychology · 2022Article
- Quantum core affect. Color-emotion structure of semantic atom.Frontiers in psychology · 2022Article
- Beyond two modes of thought: A quantum model of how three cognitive variables yield conceptual change.Frontiers in psychology · 2022Article
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
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.
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