Skip to main content

Designing and Implementing Adaptive MOOCs

  • Chapter
  • First Online:
Emerging Technologies and Pedagogies in the Curriculum

Abstract

MOOCs, as an innovative learning method, allow learners with different educational backgrounds, learning abilities and learning needs to participate in the same course. However, the content of the current MOOCs is fixed. The organizational concept of MOOCs is “one size fits all”, which can no longer meet the individual needs of learners with heterogeneous and diversified characteristics. To address the above problems, the study puts forward the concept of adaptive open course from the perspective of discipline knowledge adaptation, including dynamic generation and evolution, sociality, semantic aggregation, choice and customization, consistency and continuity, openness of learning data and adaptive mechanism and so on. Then, the study elaborates the process of constructing and implementing adaptive open course from two aspects: content organization structure and the design and implementation of the prototype, which is expected to provide reference for designers and implementers of MOOCs.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Belanger, Y., & Thornton, J. (2013). Bioelectricity: A quantitative approach (2014-03-07). http://dukespace.lib.duke.edu/dspace/bitstream/handle/10161/6216/Duke_Bioelectricity_MOOC_Fall2012.pdf.

  • Bian, L., & Xie, Y. (2009). Research on bidirectional adaptation in adaptive learning system construction (In Chinese). China Educ Technol, 03, 9–12.

    Google Scholar 

  • Chan, T., Roschelle, J., Hsi, S., et al. (2006). One-to-one technology-enhanced learning: An opportunity for global research collaboration. Research and Practice in Technology Enhanced Learning, 1(1), 3–29.

    Article  Google Scholar 

  • Chen, C. M. (2008). Intelligent web-based learning system with personalized learning path guidance. Computers and Education, 51(2), 787–814.

    Article  Google Scholar 

  • Esteban-Escaño, J., Esteban-Sánchez, A. L., & Sein-Echaluce, M. L. (2017). Engineering final project supervised in an adaptive way with moodle support. IEEE Revista Iberoamericana de Tecnologias del Aprendizaje, 12(1), 10–16.

    Article  Google Scholar 

  • García-Peñalvo, F. J., Fidalgo-Blanco, Á., & Sein-Echaluce, M. L. (2017). An adaptive hybrid MOOC model: Disrupting the MOOC concept in higher education. Telematics and Informatics. https://doi.org/10.1016/j.tele.2017.09.012.

    Article  Google Scholar 

  • Gros, B., & García-Peñalvo, F. J. (2016). Future trends in the design strategies and technological affordances of e-learning. In M. Spector, B. B. Lockee, & M. D. Childress (Eds.), Learning, design, and technology: An international compendium of theory, research, practice, and policy (pp. 1–23). Switzerland: Springer.

    Google Scholar 

  • Gu, M. (1998). Dictionary of education (In Chinese) (p. 326). Shanghai: Shanghai Educational Publishing House.

    Google Scholar 

  • Kinshuk, S. G. (2007). Providing adaptive courses in learning management systems with respect to learning styles. In Proceedings of the world conference on e-learning in corporate, government, healthcare, and higher education (e-Learn) (pp. 2576–2583).

    Google Scholar 

  • Kop, R. (2011). The challenges to connectivist learning on open online networks: learning experiences during a massive open online course. International Review of Research in Open and Distance Learning, 12(3), 19–38.

    Article  Google Scholar 

  • Laverde, A. C., Hine, N., & Silva, J. A. M. (2015). Literature and practice: A critical review of MOOCs. Comunicar, 22(44), 9–17.

    Article  Google Scholar 

  • Li, Q., & Kong, C. (2013). New trends in the next generation of SCORM standards—ADL TLA and experience API interpretation (In Chinese). E-education Research 34(08), 61–67+72.

    Google Scholar 

  • Sein-Echaluce, M., Leris, D., & Fidalgo, A. (2011). Adaptive instructional design of engineering online courses. In Promotion and Innovation with New Technologies in Engineering Education (FINTDI) (pp 1–8).

    Google Scholar 

  • Siemens, G. (2005). Connectivism: A learning theory for the digital age [2017-07-24]. http://itdl.org/Journal/Jan_05/article01.htm.

  • Wan, H., & Yu, S. (2017). Learning cell-based construction of learning cognitive map. E-education Research 38(09), 83–88 + 107.

    Google Scholar 

  • Wu, Y. (2017). On the adaptability of curriculum and school’s curriculum reconstruction (In Chinese). Curriculum, Teaching Material and Method, 5, 59–64.

    Google Scholar 

  • Yang, X. (2015). Study on the ordered evolution of learning resources in ubiquitous learning environment (In Chinese). E-education Research 36(01), 62–68, 76.

    Google Scholar 

  • Yu, S., & Chen, M. (2011). The characteristics and the trend of ubiquitous learning resources construction—Exemplified by the “learning cell resource model” (In Chinese). Modern Distance Education Research, 06, 14–22.

    Google Scholar 

  • Yu, S., & Chen, M. (2014). Design of micro-lecture based on learning cell system (In Chinese). Open Education Research, 1, 100–110.

    Google Scholar 

  • Yu, S., & Wan, H. (2014). Learning technology of supporting the massive and open course (In Chinese). China Educational Technology, 7, 7–18.

    Google Scholar 

  • Yu, S., Yang, X., & Cheng, G. (2009). Learning resource designing and sharing in ubiquitous learning environment—The concept and architecture of leaning cell (In Chinese). Open Education Research, 1, 47–53.

    Google Scholar 

  • Zhang, J., Chen, S., & Zhang, J. (2010). Research on network learning and its adaptive learning support system (In Chinese) (p. 190). Beijing: Science Press.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Haipeng Wan .

Editor information

Editors and Affiliations

Glossary of Terms

MOOC

Massive Open Online Course.

cMOOC

The Massive Open Online Course which is designed based on the learning theory of Connectivism.

xMOOC

The Massive Open Online Course which is designed based on the learning theory of Behaviorism.

hMOOC

The Massive Open Online Course which is designed based on the blending learning theory.

Adaptive MOOC

The Massive Open Online Course whose content and structure can be changed according to the learning need of learners.

Learning Cell

Learning resource with collections of content items, activity items, service items and their semantic descriptions based on a single learning objective.

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Singapore Pte Ltd.

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Wan, H., Yu, S. (2020). Designing and Implementing Adaptive MOOCs. In: Yu, S., Ally, M., Tsinakos, A. (eds) Emerging Technologies and Pedagogies in the Curriculum. Bridging Human and Machine: Future Education with Intelligence. Springer, Singapore. https://doi.org/10.1007/978-981-15-0618-5_17

Download citation

  • DOI: https://doi.org/10.1007/978-981-15-0618-5_17

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-15-0617-8

  • Online ISBN: 978-981-15-0618-5

  • eBook Packages: EducationEducation (R0)

Publish with us

Policies and ethics