A quantum-based semiotic model for textual semantics

被引:13
|
作者
Galofaro, Francesco [1 ,2 ]
Toffano, Zeno [3 ,4 ]
Doan, Bich-Lien [5 ]
机构
[1] Politecn Milan, Semiot, Milan, Italy
[2] Libera Univ Bolzano, Bolzano, Italy
[3] CentraleSupelec, Dept Telecommun, Gif Sur Yvette, France
[4] Lab Signaux & Syst, Gif Sur Yvette, France
[5] CentraleSupelec, LRI, Gif Sur Yvette, France
关键词
Big Data; Semiotics; Semantics; Information retrieval; Quantum computing;
D O I
10.1108/K-05-2017-0187
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Purpose - The paper aims to provide a semiotic interpretation of the role played by entanglement in quantum-based models aimed to information retrieval and suggests possible improvements. Actual models are capable of retrieving documents relevant to a query composed of a keyword and its acceptation expressed by a given context. The paper also considers some analogies between this technique and quantum-based approaches in other disciplines to discuss the consequence of this quantum turn, as epistemology and philosophy of language are concerned. Design/methodology/approach - We use quantum geometry to design a formal model for textual semiotics. In particular, the authors refer to Greimas's work on semantics and information theory, to Eco's writings on semantic memory and to Lotman's work on a cybernetic notion of culture. Findings - Quantum approaches imply a particular point of view on meaning. Meaning is not a real, positive quality of a given word. It is a net of relations constructed in the text, whose value is progressively determined during the reading process. Furthermore, reading is not a neutral operation: to read is to determine meaning. If it is said that, from a general semiotic point of view, meaning is stored in quantum semantic memories and is read/written by semantic machines, then the operation of "reading/writing" is analogous to the operation of measuring in quantum theory: in other terms, meaning is a value, and this implies an instance ( not necessarily human) according to which values are valuable. Research limitations/implications - The authors are not proposing a complete quantum semantics. At the present, quantum information retrieval can detect the presence of semantic relations. The authors suggest a way to characterize them, leaving open the problem on how to formalize the document as a vector in four-state semantic space. Practical implications - A quantum turn shows deep semiotic implications on the approach to language, which shows an immanent semantic organization not reducible to syntax and morphology. This organization is probabilistic and indeterministic and explains to what extent text fixes the meaning of its lexical units. Social implications - In the authors' perspective, signification is not the exclusivity of a human subject. Criticizing Turing test, the great semiotic and cybernetic scholar Jurij Lotman wrote that if we identify "intelligent" and "human", we raise the failings of an actual form of intelligence to the rank of an essential characteristic. On this line, meaning is considered as a feature of social, artificial and biological systems. Originality/value - The adoption of quantum formalism seems in line with cybernetic framework, involving a probabilistic, non-cartesian point of view on meaning aimed to critically discuss the humanmachine relation. Furthermore, Quantum theory (QT) implies a phenomenological point of view on the conditions of possibility of meaning.
引用
收藏
页码:307 / 320
页数:14
相关论文
共 50 条
  • [1] An outlook for the quantum-based retrieval model
    Wang, Jikun
    Hu, Xingzhi
    Li, Xuezhe
    Ding, Feiji
    INFORMATION TECHNOLOGY AND INDUSTRIAL ENGINEERING, VOLS 1 & 2, 2014, : 193 - 200
  • [2] A Quantum-Based Model for Interactive Information Retrieval
    Piwowarski, Benjamin
    Lalmas, Mounia
    ADVANCES IN INFORMATION RETRIEVAL THEORY, 2009, 5766 : 224 - 231
  • [3] Quantum-based spatial extension to the relational model
    Lorentzos, NA
    Viqueira, JRR
    Tryfona, N
    ADVANCES IN INFORMATICS, 2000, : 188 - 199
  • [4] Quantum-based refinement
    Waller, Mark
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2017, 254
  • [5] Quantum-Based Belief Merging
    Perrussel, Laurent
    Marchi, Jerusa
    Bittencourt, Guilherme
    ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA 2008, PROCEEDINGS, 2008, 5290 : 21 - +
  • [6] QUANTUM-BASED ELECTRONIC DEVICES
    STROSCIO, MA
    SUPERLATTICES AND MICROSTRUCTURES, 1986, 2 (01) : 45 - 47
  • [7] Quantum-based atomic model refinement becomes reality in Phenix
    Afonine, Pavel V.
    Biczysko, Malgorzata
    Gokcan, Hatice
    Isayev, Olexandr
    Kruse, Holger
    Moriarty, Nigel W.
    Roitberg, Adrian E.
    Waller, Mark P.
    Zubatyuk, Roman
    ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, 2024, 80
  • [8] Quantum-based anonymity and secure veto
    Wang, Qingle
    Li, Yuancheng
    Yu, Chaohang
    Shi, Runhua
    Zhang, Zhichao
    QUANTUM INFORMATION PROCESSING, 2021, 20 (03)
  • [9] Quantum-based anonymity and secure veto
    Qingle Wang
    Yuancheng Li
    Chaohang Yu
    Runhua Shi
    Zhichao Zhang
    Quantum Information Processing, 2021, 20
  • [10] Europe is at the forefront of quantum-based technologies
    Boerkamp, Martijn
    PHYSICS WORLD, 2023, 36 (03) : 10 - 10