Skip to main content

Clustering Faculty Members for the Betterment of Research Outcomes: A Fuzzy Multi-criteria Decision-Making Approach in Team Formation

  • Chapter
  • First Online:
Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain

Part of the book series: Studies in Fuzziness and Soft Computing ((STUDFUZZ,volume 420))

  • 240 Accesses

Abstract

From a talent-pool of people, choosing an efficient team is tough. Faculty members of a higher education institution constitute the talent-pool. Teams have to be formed from them so that research output of each team is maximum. Amongst numerous research skills, thirteen are identified as most desirable skills. The level of these thirteen skills, viz., concept articulation, formatting according to templates/style sheets, identifying the relevant literature, initiative, logical reasoning, patience, problem formulation/problem finding, proof reading skills/identifying mistakes in written communication, searching/browsing skills/quick search techniques, sense of positive criticism, statistical knowledge, the ability to stay calm, and written communication skills, varies from person to person. Historical ranking of these skills and self-evaluation of the level of acquisition of these skills is used along with the years of experience, educational qualification, gender, marital status, etc., to rank individual faculty members. The fuzzy ranking of the faculty members thus obtained is used to cluster them in to teams that are efficient in complementary skills. Each team thus formed is involved in collaborative research leading to research publication. The model is successfully implemented in a university department with 40 faculty members.

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 149.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 199.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 199.99
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

  1. Ahmed, F., Deb, K., Jindal, A.: Multi-objective optimisation and decision making approaches to cricket team selection. Appl. Soft Comput. 13(1), 402–414 (2013)

    Article  Google Scholar 

  2. Al-Maamari, F.S.: Re-conceptualizing research misconceptions: top ten myths demystified. Inquiry Educ 8(2), 6 (2016)

    Google Scholar 

  3. Bhattacharjee, D., Saikia, H.: An objective approach of balanced cricket team selection using binary integer programming method. Opsearch 53(2), 225–247 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  4. Budak, G., Kara, İ., İc, Y.T., Kasımbeyli, R.: New mathematical models for team formation of sports clubs before the match. Central Eur. J. Oper. Rese. 27(1), 93–109 (2019)

    Google Scholar 

  5. Carlucci, D., Renna, P., Izzo, C., Schiuma, G.: Assessing teaching performance in higher education: a framework for continuous improvement. Manage. Decis. 57(2), 461–479 (2019)

    Google Scholar 

  6. Gumus, S., Bellibas, M.S., Esen, M., Gumus, E.: A systematic review of studies on leadership models in educational research from 1980 to 2014. Educ. Manage. Admin. Leadersh. 46(1), 25–48 (2018)

    Article  Google Scholar 

  7. Hu, Z., Tian, W., Guo, J., Wang, X.: Mapping research collaborations in different countries and regions: 1980–2019. Scientometrics 124(1), 729–745 (2020)

    Article  Google Scholar 

  8. Hwang, K.: Sine qua non-conditions for research. J. Craniofacial Surg. 28(3), 594–595 (2017)

    Article  Google Scholar 

  9. Jung, J., Horta, H., Zhang, L.F., Postiglione, G.A.: Factors fostering and hindering research collaboration with doctoral students among academics in Hong Kong. Higher Education, 1–22 (2021)

    Google Scholar 

  10. Kalayathankal, S.J., Kureethara, J.V., Narayanamoorthy, S.: A modified fuzzy approach to project team selection. Soft Comput. Lett. 3, 100012 (2021)

    Article  Google Scholar 

  11. Katz, J.S., Martin, B.R.: What is research collaboration? Res. Policy 26(1), 1–18 (1997)

    Article  Google Scholar 

  12. Lee, S., Bozeman, B.: The impact of research collaboration on scientific productivity. Soc. Stud. Sci. 35(5), 673–702 (2005)

    Article  Google Scholar 

  13. Mahasneh, O.M.: The effectiveness of flipped learning strategy in the development of scientific research skills in procedural research course among higher education diploma students. Res. Learn. Technol. 28 (2327) (2020)

    Google Scholar 

  14. Omari, A.: Pacififa: a new measure for evaluating authors productivity and activity over time. Int. J. Adv. Inf. Technol. 3(3), 11 (2013)

    Google Scholar 

  15. Ozceylan, E.: A mathematical model using AHP priorities for soccer player selection: a case study. South Afr. J. Ind. Eng. 27(2), 190–205 (2016)

    Google Scholar 

  16. Reis-Jorge, J.M.: Developing teachers’ knowledge and skills as researchers: a conceptual framework. Asia-Pacific J. Teacher Educ. 33(3), 303–319 (2005)

    Article  Google Scholar 

  17. Saikia, H., Bhattacharjee, D., Radhakrishnan, U.K.: A new model for player selection in cricket. Int. J. Performance Anal. Sport 16(1), 373–388 (2016)

    Article  Google Scholar 

  18. Toledo-Pereyra, L.H.: Ten qualities of a good researcher. J. Investigative Surg. 25(4), 201–202 (2012)

    Article  Google Scholar 

  19. Troussas, C., Krouska, A., Sgouropoulou, C.: Collaboration and fuzzy-modeled personalisation for mobile game-based learning in higher education. Comput. Educ. 144, 103698 (2020)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to M. Umme Salma .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Umme Salma, M., Narayanamoorthy, S., Kureethara, J.V. (2023). Clustering Faculty Members for the Betterment of Research Outcomes: A Fuzzy Multi-criteria Decision-Making Approach in Team Formation. In: Sahoo, L., Senapati, T., Yager, R.R. (eds) Real Life Applications of Multiple Criteria Decision Making Techniques in Fuzzy Domain. Studies in Fuzziness and Soft Computing, vol 420. Springer, Singapore. https://doi.org/10.1007/978-981-19-4929-6_29

Download citation

Publish with us

Policies and ethics