Skip to main content
Erschienen in: Education and Information Technologies 5/2021

05.04.2021

Aims for cultivating students’ key competencies based on artificial intelligence education in China

verfasst von: Xiaodong Huang

Erschienen in: Education and Information Technologies | Ausgabe 5/2021

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Cultivating students’ key competencies contributes to students’ adaptation to the fast developing intelligent era. Artificial intelligence education is an important way to cultivate students’ key competencies. It is increasingly important to set up appropriate artificial intelligence courses at the fundamental education stage and cultivate students’ key competencies via such courses. This paper describes quantitatively how AI courses cultivate students’ key competencies. First, we analyze the necessity of artificial intelligence education at the fundamental education stage and the status quo of artificial intelligence education in China. Next, we elaborate the students’ key competencies which is composed of knowledge competence, team competence and learning competence, and design the curriculum of artificial intelligence at the fundamental education stage. Finally, through collecting students’ questionnaires, we analyze the relationship between the curriculum of artificial intelligence and the cultivation of students’ key competencies. Experimental evaluations demonstrate that the 7 categories of artificial intelligence courses are beneficial to the cultivation of the six key sub-competencies of students. In addition, the problems in the current artificial intelligence curriculum are identified and suggestions for improvement are put forward.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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 "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!

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!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Adamson, D., Dyke, G., Jang, H., & Rosé, C. P. (2014). Towards an agile approach to adapting dynamic collaboration support to student needs. International Journal of Artificial Intelligence in Education, 24(1), 92–124.CrossRef Adamson, D., Dyke, G., Jang, H., & Rosé, C. P. (2014). Towards an agile approach to adapting dynamic collaboration support to student needs. International Journal of Artificial Intelligence in Education, 24(1), 92–124.CrossRef
Zurück zum Zitat Badaracco, M., & Martínez, L. (2011). An intelligent tutoring system architecture for competency-based learning. KES 2011, Part II, LNAI, 6882, 124–133. Badaracco, M., & Martínez, L. (2011). An intelligent tutoring system architecture for competency-based learning. KES 2011, Part II, LNAI, 6882, 124–133.
Zurück zum Zitat Durlak, J. A., Weissberg, R. P., & Pachan, M. (2010). A meta-analysis of after-school programs that seek to promote personal and social skills in children and adolescents. American Journal of Community Psychology, 45(3–4), 294–309. Durlak, J. A., Weissberg, R. P., & Pachan, M. (2010). A meta-analysis of after-school programs that seek to promote personal and social skills in children and adolescents. American Journal of Community Psychology, 45(3–4), 294–309.
Zurück zum Zitat Edwards, C., Edwards, A., Spence, P. R., & Lin, X. (2018). I, teacher: Using artificial intelligence (AI) and social robots in communication and instruction. Communication Education., 67(4), 473–480.CrossRef Edwards, C., Edwards, A., Spence, P. R., & Lin, X. (2018). I, teacher: Using artificial intelligence (AI) and social robots in communication and instruction. Communication Education., 67(4), 473–480.CrossRef
Zurück zum Zitat Grover, S., & Pea, R. (2013). Computational thinking in K-12: a review of the state of the field. Educational Researcher, 42(1), 38–43.CrossRef Grover, S., & Pea, R. (2013). Computational thinking in K-12: a review of the state of the field. Educational Researcher, 42(1), 38–43.CrossRef
Zurück zum Zitat Michael, J. (2016). Timms, “letting artificial intelligence in education out of the box: Educational cobots and smart classrooms.” International Journal of Artificial Intelligence in Education, 26, 701–712.CrossRef Michael, J. (2016). Timms, “letting artificial intelligence in education out of the box: Educational cobots and smart classrooms.” International Journal of Artificial Intelligence in Education, 26, 701–712.CrossRef
Zurück zum Zitat Mohanan, R., Stringfellow, C., Gupta, D. (2017). An emotionally intelligent tutoring system, international conference on distributed computing systems. Mohanan, R., Stringfellow, C., Gupta, D. (2017). An emotionally intelligent tutoring system, international conference on distributed computing systems.
Zurück zum Zitat National Research Council (2012). Education for life and work: Developing transferable knowledge and skills in the 21st century. National Research Council (2012). Education for life and work: Developing transferable knowledge and skills in the 21st century.
Zurück zum Zitat Roll, I., & Wylie, R. (2016). Evolution and revolution in artificial intelligence in education. International Journal of Artificial Intelligence in Education, 26, 582–599.CrossRef Roll, I., & Wylie, R. (2016). Evolution and revolution in artificial intelligence in education. International Journal of Artificial Intelligence in Education, 26, 582–599.CrossRef
Zurück zum Zitat Stone, P., Brooks, R., Brynjolfsson, E., Calo, R., Etzioni, O., Hager, G., Hirschberg, J., Kalyanakrishnan, S., Kamar, E., Kraus, S., Leyton-Brown, K., Parkes, D., Press, W., Saxenian, A. L., Shah, J., Tambe, M., & Teller, A. (2016). Artificial intelligence and life in 2030. One hundred year study on artificial intelligence: Report of the 2015–2016 study panel. Stanford University. http://ai100.stanford.edu/2016-report. Accessed 6 Sept 2016. Stone, P., Brooks, R., Brynjolfsson, E., Calo, R., Etzioni, O., Hager, G., Hirschberg, J., Kalyanakrishnan, S., Kamar, E., Kraus, S., Leyton-Brown, K., Parkes, D., Press, W., Saxenian, A. L., Shah, J., Tambe, M., & Teller, A. (2016). Artificial intelligence and life in 2030. One hundred year study on artificial intelligence: Report of the 2015–2016 study panel. Stanford University. http://​ai100.​stanford.​edu/​2016-report. Accessed 6 Sept 2016.
Zurück zum Zitat Tuomi, I. (2018). The impact of artificial intelligence on learning, teaching, and education. M., Cabrera, R., Vuorikari, & Y., Punie (Eds.), Policies for the Future. Publications Office of the European Union. Tuomi, I. (2018). The impact of artificial intelligence on learning, teaching, and education. M., Cabrera, R., Vuorikari, & Y., Punie (Eds.), Policies for the Future. Publications Office of the European Union.
Zurück zum Zitat Wing, J. (2006). Computational thinking. Communications of the ACM, 49(3), 33–35.CrossRef Wing, J. (2006). Computational thinking. Communications of the ACM, 49(3), 33–35.CrossRef
Metadaten
Titel
Aims for cultivating students’ key competencies based on artificial intelligence education in China
verfasst von
Xiaodong Huang
Publikationsdatum
05.04.2021
Verlag
Springer US
Erschienen in
Education and Information Technologies / Ausgabe 5/2021
Print ISSN: 1360-2357
Elektronische ISSN: 1573-7608
DOI
https://doi.org/10.1007/s10639-021-10530-2

Weitere Artikel der Ausgabe 5/2021

Education and Information Technologies 5/2021 Zur Ausgabe

Premium Partner