Skip to main content
Top

2023 | OriginalPaper | Chapter

Fast Retrieval Method of English Translation Corpus Based on Top-k Query Algorithm

Author : Lihui Qin

Published in: Frontier Computing

Publisher: Springer Nature Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

The fast retrieval method of English translation corpus based on Top-k query algorithm is a technology to retrieve the most commonly used words in English translation corpus. The top k query algorithm uses the first k most commonly used words to retrieve all other words in the text, and then returns them to the user. This technique uses it to find out which word in the Chinese translation corpus is more commonly used than other words. The fast retrieval method of English translation corpus is a kind of machine translation, which uses statistical technology to obtain high-quality results at low computational cost. It is the most commonly used method to translate text into another language, and is widely used in many applications, such as automatic speech recognition (ASR) system, web search engine and so on. Compared with other methods, the main advantage of this technology is that it can process very large data sets without significant quality loss. Since then, this method has been widely used and studied by many researchers in various fields such as computer science, linguistics, information retrieval and natural language processing.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Jing, O.: Research on the fast retrieval algorithm of english sentences based on simhash. In: 2020 IEEE International Conference on Power, Intelligent Computing and Systems (ICPICS). IEEE (2020) Jing, O.: Research on the fast retrieval algorithm of english sentences based on simhash. In: 2020 IEEE International Conference on Power, Intelligent Computing and Systems (ICPICS). IEEE (2020)
2.
go back to reference Feng, X., Zhou, Y.: English audio language retrieval based on adaptive speech-adjusting algorithm. Complexity 2021(1), 1–12 (2021)MathSciNet Feng, X., Zhou, Y.: English audio language retrieval based on adaptive speech-adjusting algorithm. Complexity 2021(1), 1–12 (2021)MathSciNet
3.
go back to reference Vidyarthi, A., Mittal, N., Sharma, V.K.: Context-based translation for the out of vocabulary words applied to hindi-english cross-lingual information retrieval. IETE Tech. Rev. 39(2), 276–285 (2020) Vidyarthi, A., Mittal, N., Sharma, V.K.: Context-based translation for the out of vocabulary words applied to hindi-english cross-lingual information retrieval. IETE Tech. Rev. 39(2), 276–285 (2020)
4.
go back to reference Sui, Y.: Computer intelligent proofreading method for english translation based on foreign language translation model (2021) Sui, Y.: Computer intelligent proofreading method for english translation based on foreign language translation model (2021)
5.
go back to reference Wu, L., Wang, Z.: Research on top-k association rules mining algorithm based on clustering. J. Phys.: Conf. Ser. 1682(1), 012064 (2020) Wu, L., Wang, Z.: Research on top-k association rules mining algorithm based on clustering. J. Phys.: Conf. Ser. 1682(1), 012064 (2020)
6.
go back to reference Matani, D.: An O(k log n) algorithm for prefix based ranked autocomplete (2021) Matani, D.: An O(k log n) algorithm for prefix based ranked autocomplete (2021)
7.
go back to reference Wang, X.: Translation correction of English phrases based on optimized GLR algorithm. J. Intell. Syst. 30(1), 868–880 (2021) Wang, X.: Translation correction of English phrases based on optimized GLR algorithm. J. Intell. Syst. 30(1), 868–880 (2021)
8.
go back to reference Wu, F.: Translation accuracy evaluation of english complex long sentences based on multi-label clustering algorithms. J. Inf. Knowl. Manage. 21(01), 2250008 (2022)CrossRef Wu, F.: Translation accuracy evaluation of english complex long sentences based on multi-label clustering algorithms. J. Inf. Knowl. Manage. 21(01), 2250008 (2022)CrossRef
9.
go back to reference Cui, X.: Research on clothing image database retrieval algorithm based on wavelet transform. J. Math. 2022, 1–8 (2022)CrossRef Cui, X.: Research on clothing image database retrieval algorithm based on wavelet transform. J. Math. 2022, 1–8 (2022)CrossRef
10.
go back to reference Shin, D.B.: Algorithm for improved stereoscopic cloud-top height retrieval based on visible and infrared bands for himawari-8 and FY-4A. Remote Sens. 13(24), 4993 (2021)CrossRef Shin, D.B.: Algorithm for improved stereoscopic cloud-top height retrieval based on visible and infrared bands for himawari-8 and FY-4A. Remote Sens. 13(24), 4993 (2021)CrossRef
Metadata
Title
Fast Retrieval Method of English Translation Corpus Based on Top-k Query Algorithm
Author
Lihui Qin
Copyright Year
2023
Publisher
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-99-1428-9_232