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An analysis of the translation process of contemporary Chinese literature based on the Kalman filter algorithm

Applied mathematics and nonlinear sciences, 2024-01, Vol.9 (1) [Peer Reviewed Journal]

ISSN: 2444-8656 ;EISSN: 2444-8656 ;DOI: 10.2478/amns.2023.2.00095

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  • Title:
    An analysis of the translation process of contemporary Chinese literature based on the Kalman filter algorithm
  • Author: Xie, Qing
  • Subjects: 68T01 ; Backpropagation algorithm ; BP neural network ; Kalman filtering algorithm ; Literary translation
  • Is Part Of: Applied mathematics and nonlinear sciences, 2024-01, Vol.9 (1)
  • Description: Exploring the evolution of translation of contemporary Chinese literature better presents Chinese literary charm to foreign readers. This paper starts with the Kalman filter algorithm and introduces its cost function that satisfies the error minimization and the Kalman filter gain. Then the BP neural network is illustrated, its minimization of mean square error is solved using the backpropagation algorithm, and the momentum factor is introduced to update the weight function of the BP neural network. The correlation between the Kalman gain and the filtering error is fitted using BP neural network to optimize the Kalman filtering algorithm, and the algorithm flow chart of the BP-KF algorithm is given. Finally, the BP-KF algorithm is used to analyze the data on the evolution of translation strategies and translation dissemination channels of contemporary Chinese literature on the Internet. From the evolution of the translation strategy, the number of translated works of additive French literature decreased by 5.28% year-on-year from 2016 to 2020, and the number of translated works of annotated French literature increased by nearly 11 times year-on-year from 2016 to 2020. In terms of the evolution of the translation and dissemination channels, the percentage of using the Internet to disseminate literary translation and mediation works reviews increased from 16.29% in 2017 to 41.65% in 2021, an increase of 25.36 percentage points. Based on the BP-KF algorithm, the evolution of translation of contemporary Chinese literature can be effectively analyzed, and the data can visually show the direction of the evolution of literary translation, thus expanding the influence of contemporary Chinese literature.
  • Publisher: Sciendo
  • Language: English
  • Identifier: ISSN: 2444-8656
    EISSN: 2444-8656
    DOI: 10.2478/amns.2023.2.00095
  • Source: De Gruyter Open Access Journals
    DOAJ Directory of Open Access Journals
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