Skip to main content

Theoretical Analysis of Research Methodology to Study Emotions Using Emotion AI Among Malaysian E-Learning Tertiary Students for Prototype of Adaptive Interface

  • Conference paper
  • First Online:
Advances in Visual Informatics (IVIC 2023)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 14322))

Included in the following conference series:

  • 304 Accesses

Abstract

The e-learning method has been in use for more than a decade now. The e-learning method was intensely used during covid-19 pandemic giving an option for learning experiences remotely in various locations. Currently, e-learning optionally facilitates for students from various locations to study even in remote areas. Sustaining the e-learning facilities with improvements becomes essential since the world is moving towards IR4.0 where learning can happen from any part of the world using a diversified technology. This analysis is looking at theoretical concepts to analyze the viability to use emotions to study the requirements analysis for Adaptive Interface Design. This analysis is conducted to identify the emotion and to find appropriateness of using emotions AI tool to study the emotions. It is targeted for Malaysian students’ environment. It will be based on current widely used LMS used to identify the methods of analyzing the emotions among Malaysian students of entrepreneurship subject. It is concluded that emotions are an essential feature of User Interface study for further study of influences. Emotions AI can be used with mixed mode method for accuracy. The research will pave the way for Adaptive user interface in e-learning systems. The purpose of Adaptive user interface is to enhance essentially subject-wise and program-wise creativity skills in meeting essential skills of Education 5.0.

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 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 99.99
Price excludes VAT (USA)
  • Compact, lightweight 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

  1. https://www.worldbank.org/en/topic/tertiaryeducation

  2. https://www.worldbank.org/en/topic/education/brief/edtech-readiness-index

  3. Blok, V.: The role of human creativity in human-technology relations. Philos. Technol. 35, 59 (2022). https://doi.org/10.1007/s13347-022-00559-7

    Article  Google Scholar 

  4. Anna-Rutkowska, Cieślik, B., Tomaszczyk, A., Szczepańska-Gieracha, J.: Mental health conditions among e-learning students during the covid-19 pandemic. Front Public Health 10, 871934 (2022) Published online 2022 May 17

    Google Scholar 

  5. Yahiaoui1, F., et al.: The impact of e-learning systems on motivating students and enhancing their outcomes during covid-19: a mixed-method approach. Front. Psychol. 29 Jul (2022)

    Google Scholar 

  6. Ahmed, N., Aghbari, Z.A., Girija, S.: A systematic survey on multimodal emotion recognition using learning algorithms. Intell. Syst. Appl. 17, 200171 (2023)

    Google Scholar 

  7. Rawashdeh, A.Z.A.,, Mohammed, E.Y., Arab, A.R.A., Alara, M., Al-Rawashdeh, B.: Ajman University, Ajman, UAE 2Al Balqaa Applied University, Jordan 3Ain-Shams University, Egypt 4Clemson University, USA, Advantages and Disadvantages of Using e-Learning in University Education: Analyzing Students’ Perspectives., The Electronic Journal of e-Learning 19(3) (2021)

    Google Scholar 

  8. Dewaele, J.M., Chen, X., Padilla, A.M., Lake, J.: The flowering of positive psychology in foreign language teaching and acquisition research. Front. Psychol. 10, 2128 (2019). https://doi.org/10.3389/fpsyg.2019.02128

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Vasaki Seenivasagam .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2024 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Seenivasagam, V., Bakar, Z.A., Zamin, N., Yahya, Y. (2024). Theoretical Analysis of Research Methodology to Study Emotions Using Emotion AI Among Malaysian E-Learning Tertiary Students for Prototype of Adaptive Interface. In: Badioze Zaman, H., et al. Advances in Visual Informatics. IVIC 2023. Lecture Notes in Computer Science, vol 14322. Springer, Singapore. https://doi.org/10.1007/978-981-99-7339-2_9

Download citation

  • DOI: https://doi.org/10.1007/978-981-99-7339-2_9

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-99-7338-5

  • Online ISBN: 978-981-99-7339-2

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics