Skip to main content

2017 | OriginalPaper | Buchkapitel

A Context-Aware Mobile Learning System Using Dynamic Content Adaptation for Personalized Learning

verfasst von : Brita Curum, Nigel Chellapermal, Kavi Kumar Khedo

Erschienen in: Emerging Trends in Electrical, Electronic and Communications Engineering

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

Mobile technologies nowadays contribute to greater options to how learners can enhance their learning styles, leaving behind the traditional learning setup. Indeed mobile learning has become an integral part of our everyday life. Mobile learning refers to the use of mobile devices whereby learning is supported independent of the location and activity of the learner. This learning concept considers continual changes of contexts such as locations and the time available to learn within the mobile environment. Given that the current state of the use of contextual information in mobile learning is not extended, this paper put forward a context aware mobile learning system upon which parameters such as intrinsic and extrinsic context are used in order to improve mobile learning experience of the users. This work aims to synthesize a context-aware mobile learning system using dynamic content adaptation to establish personalized learning contents delivery on portable devices.

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 "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!

Literatur
1.
Zurück zum Zitat Hwang, G.J., Wu, P.H., Zhuang, Y.Y., Huang, Y.M.: Effects of the inquiry-based mobile learning model on the cognitive load and learning achievement of students. Interact. Learn. Environ. 21(4), 338–354 (2013)CrossRef Hwang, G.J., Wu, P.H., Zhuang, Y.Y., Huang, Y.M.: Effects of the inquiry-based mobile learning model on the cognitive load and learning achievement of students. Interact. Learn. Environ. 21(4), 338–354 (2013)CrossRef
2.
Zurück zum Zitat Jalil, A., Beer, M., Crowther, P.: Pedagogical requirements for mobile learning: a review on MOBIlearn task model. J. Interact. Media Educ. 12, 1–17 (2015) Jalil, A., Beer, M., Crowther, P.: Pedagogical requirements for mobile learning: a review on MOBIlearn task model. J. Interact. Media Educ. 12, 1–17 (2015)
3.
Zurück zum Zitat Chen, H., Finin, T., Joshi, A.: A context broker for building smart meeting rooms. In: Proceedings of the Knowledge Representation and Ontology for Autonomous Systems Symposium. AAAI Spring Symposium, (2004) Chen, H., Finin, T., Joshi, A.: A context broker for building smart meeting rooms. In: Proceedings of the Knowledge Representation and Ontology for Autonomous Systems Symposium. AAAI Spring Symposium, (2004)
4.
Zurück zum Zitat Kukulska-Hulme, A., Traxler, J.: Evaluating mobile learning: reflections on current practice (2005) Kukulska-Hulme, A., Traxler, J.: Evaluating mobile learning: reflections on current practice (2005)
5.
Zurück zum Zitat Walker, K.: Introduction: mapping the landscape of mobile learning. In: Big issues in mobile learning: report of a workshop by the kaleidoscope network of excellence mobile learning initiative. University of Nottingham (2006) Walker, K.: Introduction: mapping the landscape of mobile learning. In: Big issues in mobile learning: report of a workshop by the kaleidoscope network of excellence mobile learning initiative. University of Nottingham (2006)
10.
Zurück zum Zitat Dey, A., Abowd, G., Salber, D.: A conceptual framework and a toolkit for supporting the rapid prototyping of context-aware applications. Hum. Comput. Interact. 16(2–4), 97–166 (2001)CrossRef Dey, A., Abowd, G., Salber, D.: A conceptual framework and a toolkit for supporting the rapid prototyping of context-aware applications. Hum. Comput. Interact. 16(2–4), 97–166 (2001)CrossRef
11.
Zurück zum Zitat Curum, B., Khedo, K.K.: Improving user cognitive processes in mobile learning platforms through context-awareness. In: International Conference on Computing Communication and Security (ICCCS) (2015) Curum, B., Khedo, K.K.: Improving user cognitive processes in mobile learning platforms through context-awareness. In: International Conference on Computing Communication and Security (ICCCS) (2015)
12.
Zurück zum Zitat Loa, J.-J., Chana, Y.-C., Yehb, S.-W.: Designing an adaptive web-based learning system based on students’ cognitive styles identified online. Comput. Educ. 58(1), 209–222 (2012)CrossRef Loa, J.-J., Chana, Y.-C., Yehb, S.-W.: Designing an adaptive web-based learning system based on students’ cognitive styles identified online. Comput. Educ. 58(1), 209–222 (2012)CrossRef
13.
Zurück zum Zitat Prekop, P., Burnett, M.: Activities, context and ubiquitous computing. Comput. Commun. 26(11), 1168–1176 (2003)CrossRef Prekop, P., Burnett, M.: Activities, context and ubiquitous computing. Comput. Commun. 26(11), 1168–1176 (2003)CrossRef
14.
Zurück zum Zitat Soualah-Alila, F., Mendes, F., Nicolle, C.: A context-based adaptation in mobile learning. IEEE Comput. Soc. Tech. Committee Learn. Technol. (TCLT) 15(4), 5 (2013) Soualah-Alila, F., Mendes, F., Nicolle, C.: A context-based adaptation in mobile learning. IEEE Comput. Soc. Tech. Committee Learn. Technol. (TCLT) 15(4), 5 (2013)
15.
Zurück zum Zitat Hofer, T. Schwinger, W., Pichler, M., Leonhartsberger, G., Altmann, J.: Context-awareness on mobile devices – the hydrogen approach. In: Proceedings of the 36th Annual Hawaii International Conference on System Sciences, pp. 292–302 (2002) Hofer, T. Schwinger, W., Pichler, M., Leonhartsberger, G., Altmann, J.: Context-awareness on mobile devices – the hydrogen approach. In: Proceedings of the 36th Annual Hawaii International Conference on System Sciences, pp. 292–302 (2002)
16.
Zurück zum Zitat Chen, R.C.S., Yang, S.J.H., Zhang, J.: Enhancing the precision of content analysis in content adaptation using entropy-based fuzzy reasoning. Expert Syst. Appl. 37(8), 5706–5719 (2010)CrossRef Chen, R.C.S., Yang, S.J.H., Zhang, J.: Enhancing the precision of content analysis in content adaptation using entropy-based fuzzy reasoning. Expert Syst. Appl. 37(8), 5706–5719 (2010)CrossRef
17.
Zurück zum Zitat Yang, S.J.H., Zhang, J., Huang, A.F.M.: Applying web page adaptation technique to the augmentation of mobile learning. J. Res. Pract. Technol. Enhanced Learn. 3(3), 253–273 (2008)CrossRef Yang, S.J.H., Zhang, J., Huang, A.F.M.: Applying web page adaptation technique to the augmentation of mobile learning. J. Res. Pract. Technol. Enhanced Learn. 3(3), 253–273 (2008)CrossRef
18.
Zurück zum Zitat Fudzee, M.F., Abawajy, J.: A classification for content adaptation system. In: Paper Presented at the Proceedings of the 10th International Conference on Information Integration and Web-based Applications and Services (2008) Fudzee, M.F., Abawajy, J.: A classification for content adaptation system. In: Paper Presented at the Proceedings of the 10th International Conference on Information Integration and Web-based Applications and Services (2008)
19.
Zurück zum Zitat Zafar, A., Hasan, H.S.: Towards contextual mobile learning. Int. J. Mod. Educ. Comput. Sci. (IJMECS) 6(12), 20–25 (2014)CrossRef Zafar, A., Hasan, H.S.: Towards contextual mobile learning. Int. J. Mod. Educ. Comput. Sci. (IJMECS) 6(12), 20–25 (2014)CrossRef
20.
Zurück zum Zitat Chellapermal, N.: Content Adaptation on Mobile Learning Platforms for Improved Mobile Learning Experience. Department of Engineering, University of Mauritius (2015) Chellapermal, N.: Content Adaptation on Mobile Learning Platforms for Improved Mobile Learning Experience. Department of Engineering, University of Mauritius (2015)
21.
Zurück zum Zitat Segall, N., Doolen, T.L., Porter, J.D.: A usability comparison of PDA-based quizzes and paper-and-pencil quizzes. Comput. Educ. 45(4), 417–432 (2005)CrossRef Segall, N., Doolen, T.L., Porter, J.D.: A usability comparison of PDA-based quizzes and paper-and-pencil quizzes. Comput. Educ. 45(4), 417–432 (2005)CrossRef
22.
Zurück zum Zitat Wang, T.H.: Developing web-based assessment strategies for facilitating junior high school students to perform self-regulated learning in an e-Learning environment. Comput. Educ. 57(2), 1801–1812 (2011)CrossRef Wang, T.H.: Developing web-based assessment strategies for facilitating junior high school students to perform self-regulated learning in an e-Learning environment. Comput. Educ. 57(2), 1801–1812 (2011)CrossRef
Metadaten
Titel
A Context-Aware Mobile Learning System Using Dynamic Content Adaptation for Personalized Learning
verfasst von
Brita Curum
Nigel Chellapermal
Kavi Kumar Khedo
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-52171-8_27

Neuer Inhalt