Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
A Survey of Reversible Data Hiding Schemes Based on Two-Dimensional Histogram Modification Read chapter Read first chapter

2018 | OriginalPaper | Chapter

On the Automatic Construction of Knowledge-Map from Handouts for MOOC Courses

Authors : Nen-Fu Huang, Chia-An Lee, Yi-Wei Huang, Po-Wen Ou, How-Hsuan Hsu, So-Chen Chen, Jian-Wei Tzengßer

Published in: Advances in Intelligent Information Hiding and Multimedia Signal Processing

Publisher: Springer International Publishing

Log in

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

search-config
loading …

Abstract

Massive open online courses (MOOCs) offer valuable opportunities for freedom in learning; however, many learners face cognitive overload and conceptual and navigational disorientation. In this study, we used handouts to automatically build domain-specific knowledge maps for MOOCs. We considered handouts as conceptual models created by teachers, and we performed text mining to extract keywords from MOOC handouts. Each knowlege map is based on the structure of the handouts, each consisting of an outline, title, and content. The findings suggest that using handouts to build knowledge maps is feasible.

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!

inform now

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!

inform now

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!

inform now
previous chapter Implementation of an eBook Reader System with the Features of Emotion Sensing and Robot Control
next chapter Automated Music Composition Using Heart Rate Emotion Data
Literature
1.
2.
3.
4.
5.
Wang, M., Peng, J., Cheng, B., Zhou, H., Liu, J.: Knowledge visualization for self-regulated learning. Educ. Technol. Soc. 14, 28–42 (2011)
6.
Holley, C.D., Dansereau, D.F.: Spatial Learning Strategies: Techniques, Applications, and Related Issues. Academic Press, New York (2014)
7.
Foos, P.W.: The effect of variations in text summarization opportunities on test performance. J. Exper. Educ. 63, 89–95 (1995)CrossRef
8.
Nesbit, J.C., Adesope, O.O.: Learning with concept and knowledge maps: a meta-analysis. Rev. Educ. Res. 76, 413–448 (2006)CrossRef
9.
Fasihuddin, H.A., Skinner, G.D., Athauda, R.I.: Boosting the opportunities of open learning (MOOCs) through learning theories. GSTF J. Comput. (JoC) 3, 112 (2013)CrossRef
10.
Fasihuddin, H., Skinner, G., Athauda, R.: Knowledge maps in open learning environments: an evaluation from learners perspectives. J. Inf. Technol. Appl. Educ. 4, 18–29 (2015)
11.
YongYue, C., HuoSong, X.: Research on the auto-construction methods of concept map. In: International Conference on Intelligent Human-Machine Systems and Cybernetics, IHMSC 2009, pp. 75–77. IEEE (2009)
12.
Lee, J.H., Segev, A.: Knowledge maps for e-learning. Comput. Educ. 59, 353–364 (2012)CrossRef
13.
Greca, I.M., Moreira, M.A.: Mental models, conceptual models, and modelling. Int. J. Sci. Educ. 22, 1–11 (2000)CrossRef
14.
Salton, G., Buckley, C.: Term-weighting approaches in automatic text retrieval. Inf. Process. Manage. 24, 513–523 (1988)CrossRef
15.
Leskovec, J., Rajaraman, A., Ullman, J.D.: Mining of Massive Datasets. Cambridge University Press, Cambridge (2014)CrossRef
16.
Flood, B.J.: Historical note: the start of a stop list at Biological Abstracts. J. Assoc. Inf. Sci. Technol. 50, 1066 (1999)
17.
Luhn, H.P.: A statistical approach to mechanized encoding and searching of literary information. IBM J. Res. Dev. 1, 309–317 (1957)MathSciNetCrossRef
18.
19.
Metadata
Title
On the Automatic Construction of Knowledge-Map from Handouts for MOOC Courses
Authors
Nen-Fu Huang
Chia-An Lee
Yi-Wei Huang
Po-Wen Ou
How-Hsuan Hsu
So-Chen Chen
Jian-Wei Tzengßer
Copyright Year
2018
Book
Advances in Intelligent Information Hiding and Multimedia Signal Processing

Print ISBN: 978-3-319-63855-3

Electronic ISBN: 978-3-319-63856-0

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-63856-0_13

Premium Partner

    Image Credits