Skip to main content

Exploiting Alternative Knowledge Visualizations and Reasoning Mechanisms to Enhance Collaborative Decision Making

  • Chapter
  • First Online:
Intelligent Decision Technology Support in Practice

Abstract

Collaborative decision making in today’s knowledge intensive and multi-disciplinary environments is a challenging task. The diversity of these environments and the associated plurality of decision makers’ perceptions of the issue under consideration require the exploitation of a variety of meaningful knowledge visualizations and reasoning mechanisms to effectively support the overall stakeholders’ collaboration towards making a decision. This chapter reports on an innovative approach that offers a number of interrelated visualizations of the knowledge exchanged and shared during a collaborative decision making process. These visualizations incorporate suitable reasoning mechanisms that exploit human and machine understandable knowledge to facilitate the underlying what-if analysis and aid stakeholders towards reaching consensus and, ultimately, making a collective decision.

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

Access this chapter

eBook
USD 16.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
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. Jelassi, M.T., Kersten, G., Zionts, S.: An introduction to group decision and negotiation support, In: Bana e Costa, C.A. (ed.) Readings in Multiple Criteria Decision Aid. Springer, Berlin (1990)

    Google Scholar 

  2. Ness, J., Hoffman, C.: Putting Sense into Consensus: Solving the Puzzle of Making Team Decisions, Tacoma. VISTA Associates, Wash (1998)

    Google Scholar 

  3. Bogetoft, P., Pruzan, P.: Planning with Multiple Criteria: Investigation, Communication, Choice. North Holland, Amsterdam (1991)

    Google Scholar 

  4. Challenges and Opportunities with Big Data, White Paper, Computing Community Consortium, Spring (2012)

    Google Scholar 

  5. Hwang, C.L., Ling, M.J.: Group Decision Making Under Multiple Criteria. Lecture Notes in Economics and Mathematical Systems, vol. 281. Springer, Berlin (1987)

    Google Scholar 

  6. Figueira, J., Greco, S., Ehrogott, M.: Multiple Criteria Decision Analysis: State of the Art Surveys. International Series in Operations Research & Management Science, vol. 78, (2005)

    Google Scholar 

  7. Bui, T.X., Jarke, M.: Communications design for Co-oP: a group decision support system. ACM Trans. Off. Inf. Syst. 4, 2 (1986)

    Article  Google Scholar 

  8. Vincke, P.: Multi-criteria Decision-Aid. Wiley, Chichester (1992)

    Google Scholar 

  9. Saaty, T.L.: The Analytic Hierarchy Process. McGraw-Hill, New York (1980)

    MATH  Google Scholar 

  10. Roy, B.: The outranking approach and the foundations of ELECTRE methods. Theory and Decision 31, 49–73 (1991)

    Article  MathSciNet  Google Scholar 

  11. Brans, J.P., Mareschal, B., Vincke, Ph.: PROMETHEE: a new family of outranking methods in multicriteria analysis. In: Brans, J.P. (ed.) Operational Research, IFORS 84, pp. 477–490. North Holland, Amsterdam (1984)

    Google Scholar 

  12. Karacapilidis, N., Rüping, S., Tzagarakis, M., Poigné, A., Christodoulou, S.: Building on the synergy of machine and human reasoning to tackle data-intensive collaboration and decision making. In: Proceedings of IDT 2011, pp. 113–122. Piraeus, Greece (2011)

    Google Scholar 

  13. de la Calle, G., Alonso-Martínez, E., Tzagarakis, M., Karacapilidis, N.: The dicode workbench: a flexible framework for the integration of information and web services. In: Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services (iiWAS2012), pp. 16–25. Bali, Indonesia, 3–5 Dec 2012

    Google Scholar 

  14. Swick, R.R., Ackerman, M.S.: The X toolkit: more bricks for building user interfaces, or widgets for hire. In: Usenix Winter 1988 Conference, pp. 221–228 (1988)

    Google Scholar 

  15. Pautasso, C., Zimmermann, O., Leymann, F.: Restful web services vs. “big” web services: making the right architectural decision. In: Proceeding of the 17th International Conference on World Wide Web, pp. 805–814. ACM, New York, NY, USA (2008)

    Google Scholar 

  16. Thakker, D., Yang-Turner, F., Lau, L., Dimitrova, V.: Socio-technical ontology development for modelling sensemaking in heterogeneous domains. In: Proceedings of OCAS 2011 Workshop at the 10th International Semantic Web Conference, pp. 60–71. Bonn, Germany, (Oct 2011)

    Google Scholar 

  17. Kunz, W., Rittel, H.W.J.: Issues as elements of information systems. Working paper, 1–9. University of California at Berkeley (1970)

    Google Scholar 

  18. Marshall, C.C., Shipman, F.M.: III: Spatial hypertext and the practice of information triage, In: Proceedings of the 8th ACM Conference on Hypertext, pp. 124–133. Southampton, United Kingdom, 06–11 (April 1997)

    Google Scholar 

  19. Karacapilidis, N., Papadias, D.: Computer supported argumentation and collaborative decision making: the HERMES system. Inf. Syst. 26(4), 259–277 (2001)

    Article  MATH  Google Scholar 

  20. Triantaphyllou, E., Sanchez, A.: A sensitivity analysis approach for some deterministic MCDM methods. Decis. Sci. 28(1), 151–194 (1997)

    Article  Google Scholar 

  21. Scheuer, O., Loll, F., Pinkwart, N., McLaren, B.M.: Computer-supported argumentation: a review of the state of the art. Int. J. Comput. Support. Collaborative Learn. 5(1), 43–102 (2010)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nikos Karacapilidis .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Christodoulou, S., Karacapilidis, N., Tzagarakis, M. (2016). Exploiting Alternative Knowledge Visualizations and Reasoning Mechanisms to Enhance Collaborative Decision Making. In: Tweedale, J., Neves-Silva, R., Jain, L., Phillips-Wren, G., Watada, J., Howlett, R. (eds) Intelligent Decision Technology Support in Practice. Smart Innovation, Systems and Technologies, vol 42. Springer, Cham. https://doi.org/10.1007/978-3-319-21209-8_6

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-21209-8_6

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-21208-1

  • Online ISBN: 978-3-319-21209-8

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics