Skip to main content

Students’ Forward Thinking – An Analysis of Cultural Divides Through the ‘Reverse Clustering’

  • Conference paper
  • First Online:
Uncertainty and Imprecision in Decision Making and Decision Support: New Advances, Challenges, and Perspectives (IWIFSGN 2020, BOS/SOR 2020)

Abstract

The paper presents an analysis of data collected about the educational track of university students, using a “reverse clustering” approach. The results are interpreted in the context of a crowdsourcing effort made by authors and the respondents of the questionnaire, in order to extract relevant data for the countries involved in the study. The results obtained and reported here indicate that the cultural profiles of the respondents have a great influence regarding the responses, associated with the educational and professional perspectives of the students involved.

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

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
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

Similar content being viewed by others

Notes

  1. 1.

    The project, entitled “Multiparticipant cooperative decision making: consensus building vs. crowdsourcing-based decisions”, is implemented by the Systems Research Institute of the Polish Academy of Sciences and the Bucharest University of Economic Sciences in the framework of bilateral cooperation between the Academies of the two countries.

References

  1. Arul Vallarasi, S., Regi, S.: Effective virtual platforms for online meeting. High Technol. Lett. 26(7), 1034–1041 (2020). http://www.gjstx-e.cn/gallery/102-july2020.pdf

  2. Ciurea, C., Owsiński, J.W.: Consensus versus crowdsourcing in collaborative decision-making applied in cultural institutions. Inf. Technol. Quant. Manag. Procedia Comput. Sci. 162, 547–554 (2019)

    Google Scholar 

  3. Owsiński, J.W., Ciurea, C., Filip, F.: Mobilising students to forward thinking of their studies – preliminary results of a crowdsourcing effort. In: Proceedings of the IE 2020 International Conference (2020). www.conferenceie.ase.ro

  4. Owsiński, J.W., Kacprzyk, J., Opara, K., Stańczak, J., Zadrożny, S.: Using a reverse engineering type paradigm in clustering: An evolutionary programming based approach. In: Torra, W.V., Dalbom, A., Narukawa, Y. (eds.) Fuzzy Sets, Rough Sets, Multisets and Clustering. Dedicated to Prof. Sadaaki Miyamoto. Studies in Computational Intelligence, p. 671, Springer (2017)

    Google Scholar 

  5. Owsiński, J.W., Opara, K., Stańczak, J., Kacprzyk, J., Zadrożny, S.: Reverse clustering. an outline for a concept and its use. Toxicol. Environ. Chem. 99(2017)

    Google Scholar 

  6. Owsiński, J.W., Stańczak, J., Zadrożny, S.: Designing the municipality typology for planning purposes: the use of reverse clustering and evolutionary algorithms. In: Daniele, P., Scrimali, L. (eds.) New Trends in Emerging Complex Real Life Problems. ASS, vol. 1, pp. 399–406. Springer, Cham (2018). https://doi.org/10.1007/978-3-030-00473-6_42

    Chapter  Google Scholar 

  7. Owsiński, J.W., Stańczak, J., Opara, K., Zadrożny, S., Kacprzyk, J.: Reverse Clustering: Formulation, Interpretation and Case Studies. Studies in Computation Intelligence 957. Springer International Publishing, Cham (2021). https://doi.org/10.1007/978-3-030-69359-6

  8. Stańczak, J.: Biologically inspired methods for control of evolutionary algorithms. Control Cybern. 32(2), 411–433 (2003)

    MathSciNet  MATH  Google Scholar 

  9. Suduc, A.M., Bîzoi, M., Filip, F.G.: Exploring multimedia web conferencing. Inform. Econ. 13(3), 5–17 (2009)

    Google Scholar 

  10. Weitz Rob, R., Jelassi, M.T.: Assigning students to groups: a multi-criteria decision support system approach. Decis. Sci. 23(3), 1992, 746–757 (1992)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jan W. Owsiński .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Owsiński, J.W., Ciurea, C., Filip, F.G., Stańczak, J. (2022). Students’ Forward Thinking – An Analysis of Cultural Divides Through the ‘Reverse Clustering’. In: Atanassov, K.T., et al. Uncertainty and Imprecision in Decision Making and Decision Support: New Advances, Challenges, and Perspectives. IWIFSGN BOS/SOR 2020 2020. Lecture Notes in Networks and Systems, vol 338. Springer, Cham. https://doi.org/10.1007/978-3-030-95929-6_28

Download citation

Publish with us

Policies and ethics