Skip to main content
Top

2018 | OriginalPaper | Chapter

Research on Intelligent Standardized English Test Systems with Artificial Intelligence

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

search-config
loading …

Abstract

With the advent of the Internet era, computer technology has penetrated into the political, economic, cultural and other fields, which also includes the field of education. In the traditional education mode, large test is often faced with many difficult including high cost of examination, heavy examinations and so on. Therefore, it is an important research on designing a test system combine with Artificial Intelligence. This paper analyzes the related Artificial Intelligent standardized test system, and uses the improved Genetic Algorithm to refine the rules for an Intelligent test paper, and uses Fuzzy and Close matching to intelligent mark, combines with Artificial Intelligence to design optimized standardized English test systems. And does feasibility analysis and related comparisons by the experiment. The results showed that the Intelligent standardized test system not only ensured the fairness of the examination, reduced the costs of the examination, but also assessed the capacity of the candidates more effectively.

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 Polat, K., Şahan, S., Güneş, S.: A new method to medical diagnosis: artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia. Expert Syst. Appl. 31(2), 264–269 (2006)CrossRef Polat, K., Şahan, S., Güneş, S.: A new method to medical diagnosis: artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia. Expert Syst. Appl. 31(2), 264–269 (2006)CrossRef
2.
go back to reference Heffernan, B.N., Koedinger, K.: Can an intelligent tutoring system predict math proficiency as well as a standardized test. In: Beck & Baker International Conference on Education Data Mining, vol. 5, pp. 107–116 (2010) Heffernan, B.N., Koedinger, K.: Can an intelligent tutoring system predict math proficiency as well as a standardized test. In: Beck & Baker International Conference on Education Data Mining, vol. 5, pp. 107–116 (2010)
3.
go back to reference Alani, I.A.R., Basri, N.E.A., Abdullah, R.A., Amiruddin, I.: Artificial intelligence expert system for minimizing solid waste during highway construction activities, vol. 33, pp. 121–135 (2009) Alani, I.A.R., Basri, N.E.A., Abdullah, R.A., Amiruddin, I.: Artificial intelligence expert system for minimizing solid waste during highway construction activities, vol. 33, pp. 121–135 (2009)
4.
go back to reference Sacks, P.: Standardized Minds: The High Price of America’s Testing Culture and What We Can Do To Change It, vol. 169, pp. 29–32 (1999) Sacks, P.: Standardized Minds: The High Price of America’s Testing Culture and What We Can Do To Change It, vol. 169, pp. 29–32 (1999)
5.
go back to reference Kaufman, J.C., Baer, J.: Intelligent testing with torrance. Creat. Res. J. 18(1), 99–102 (2006)CrossRef Kaufman, J.C., Baer, J.: Intelligent testing with torrance. Creat. Res. J. 18(1), 99–102 (2006)CrossRef
6.
go back to reference Helms, J.E.: Why is there no study of cultural equivalence in standardized cognitive ability testing. Am. Psychol. 47(9), 1083–1088 (1992)CrossRef Helms, J.E.: Why is there no study of cultural equivalence in standardized cognitive ability testing. Am. Psychol. 47(9), 1083–1088 (1992)CrossRef
7.
go back to reference Ermis, K., Erek, A., Dincer, I.: Heat transfer analysis of phase change process in a finned-tube thermal energy storage system using artificial neural network. Int. J. Heat Mass Transf. 50(15), 3163–3175 (2007)CrossRefMATH Ermis, K., Erek, A., Dincer, I.: Heat transfer analysis of phase change process in a finned-tube thermal energy storage system using artificial neural network. Int. J. Heat Mass Transf. 50(15), 3163–3175 (2007)CrossRefMATH
8.
go back to reference Rao, R.S., Narasimham, S.V.L., Ramalingaraju, M.: Optimization of distribution network configuration for loss reduction using artificial bee colony algorithm. Int. J. Electr. Power Energy Syst. Eng. 1(2), 116–122 (2008) Rao, R.S., Narasimham, S.V.L., Ramalingaraju, M.: Optimization of distribution network configuration for loss reduction using artificial bee colony algorithm. Int. J. Electr. Power Energy Syst. Eng. 1(2), 116–122 (2008)
9.
go back to reference Etzioni, O., Cafarella, M., Downey, D., et al.: Unsupervised named-entity extraction from the web: an experimental study. Artif. Intell. 165(1), 91–134 (2005)CrossRef Etzioni, O., Cafarella, M., Downey, D., et al.: Unsupervised named-entity extraction from the web: an experimental study. Artif. Intell. 165(1), 91–134 (2005)CrossRef
10.
go back to reference Bos, J.E., Bles, W., de Graaf, B.: Eye movements to yaw, pitch, and roll about vertical and horizontal axes: adaptation and motion sickness. Aviat. Space Environ. Med. 73(5), 436–444 (2002) Bos, J.E., Bles, W., de Graaf, B.: Eye movements to yaw, pitch, and roll about vertical and horizontal axes: adaptation and motion sickness. Aviat. Space Environ. Med. 73(5), 436–444 (2002)
11.
go back to reference DeBusk, R.F., Miller, N.H., Superko, H.R., et al.: A case-management system for coronary risk factor modification after acute myocardial infarction. Ann. Intern. Med. 120(9), 721–729 (1994)CrossRef DeBusk, R.F., Miller, N.H., Superko, H.R., et al.: A case-management system for coronary risk factor modification after acute myocardial infarction. Ann. Intern. Med. 120(9), 721–729 (1994)CrossRef
12.
go back to reference Paddan, G.S., Griffin, M.J.: The transmission of translational seat vibration to the head—I. Vertical seat vibration. J. Biomech. 21(3), 191–197 (1998)CrossRef Paddan, G.S., Griffin, M.J.: The transmission of translational seat vibration to the head—I. Vertical seat vibration. J. Biomech. 21(3), 191–197 (1998)CrossRef
13.
go back to reference Huang, F.: Discuss about the basic strategy of information technology and curriculum integration. Electrochem. Educ. Res. 7, 24–29 (2002) Huang, F.: Discuss about the basic strategy of information technology and curriculum integration. Electrochem. Educ. Res. 7, 24–29 (2002)
Metadata
Title
Research on Intelligent Standardized English Test Systems with Artificial Intelligence
Author
Hongmei Wang
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-60744-3_4

Premium Partner