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DIKEDOC: a multicriteria methodology to organise and communicate knowledge

Author

Listed:
  • Maria Franca Norese

    (Politecnico di Torino)

  • Diana Rolando

    (Politecnico di Torino)

  • Rocco Curto

    (Politecnico di Torino)

Abstract

DIKEDOC is a knowledge-based multicriteria methodology that is here proposed to organise dispersed knowledge about a complex problem when a decision process has not yet been activated, or is latent, and to generate an interaction space that produces new knowledge. An integrated use of logical and analytical tools is proposed, first for use at a technical level to organise any dispersed knowledge in a way that generates insights that can be communicated, and then in a participative context, to create an opportunity to interact, share personal points of view and experiences and to explore spaces of action, where such tools facilitate understanding, criticism and proposals. A pilot study was developed, by an interdisciplinary research team, in relation to the enhancement process of the “Ivrea, industrial city of the twentieth century” UNESCO site, which still needs to be activated after a long and complex decision process that led to the inclusion of the site in the World Heritage List. Several research activities and enhancement projects have been developed in the last few years, but a series of critical conditions have limited their implementation. A new perspective is now necessary to identify and control the uncertainties that have emerged, guide the incremental development of knowledge and foster relationships, decisions and policies. The paper presents DIKEDOC, a new knowledge organisation and problem description methodology, and the conducted pilot study, which led to the proposal of a constructive vision of decision aiding that logically and analytically “described” the space of action and its uncertainties.

Suggested Citation

  • Maria Franca Norese & Diana Rolando & Rocco Curto, 2023. "DIKEDOC: a multicriteria methodology to organise and communicate knowledge," Annals of Operations Research, Springer, vol. 325(2), pages 1049-1082, June.
  • Handle: RePEc:spr:annopr:v:325:y:2023:i:2:d:10.1007_s10479-022-04711-6
    DOI: 10.1007/s10479-022-04711-6
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    as
    1. Maria Franca Norese, 2009. "A Multi-Criteria Decision Aiding System to Support Monitoring in a Public Administration," International Journal of Decision Support System Technology (IJDSST), IGI Global, vol. 1(4), pages 59-71, October.
    2. Bana e Costa, Carlos A. & Ensslin, Leonardo & Correa, Emerson C. & Vansnick, Jean-Claude, 1999. "Decision Support Systems in action: Integrated application in a multicriteria decision aid process," European Journal of Operational Research, Elsevier, vol. 113(2), pages 315-335, March.
    3. Paul R. Carlile, 2004. "Transferring, Translating, and Transforming: An Integrative Framework for Managing Knowledge Across Boundaries," Organization Science, INFORMS, vol. 15(5), pages 555-568, October.
    4. Jasmin Tremblay & Irène Abi-Zeid, 2016. "Value-based argumentation for policy decision analysis: methodology and an exploratory case study of a hydroelectric project in Québec," Annals of Operations Research, Springer, vol. 236(1), pages 233-253, January.
    5. Theodor J. Stewart & Alison Joubert & Ron Janssen, 2010. "MCDA Framework for Fishing Rights Allocation in South Africa," Group Decision and Negotiation, Springer, vol. 19(3), pages 247-265, May.
    6. Dery, Richard & Landry, Maurice & Banville, Claude, 1993. "Revisiting the issue of model validation in OR: An epistemological view," European Journal of Operational Research, Elsevier, vol. 66(2), pages 168-183, April.
    7. Paul C. Nutt, 1993. "The Identification of Solution Ideas During Organizational Decision Making," Management Science, INFORMS, vol. 39(9), pages 1071-1085, September.
    8. Alberto Paucar-Caceres & Paloma Ribeiro dos Santos & Gillian Wright & Mischel Carmen Neyra Belderrain, 2020. "Soft situational strategic planning (SSSP): A method and case study of its application in a Brazilian municipality," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 71(3), pages 363-380, March.
    9. F A F Ferreira & S P Santos & P M M Rodrigues, 2011. "Adding value to bank branch performance evaluation using cognitive maps and MCDA: a case study," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(7), pages 1320-1333, July.
    10. John Seely Brown & Paul Duguid, 2001. "Knowledge and Organization: A Social-Practice Perspective," Organization Science, INFORMS, vol. 12(2), pages 198-213, April.
    11. Valerie Belton & Theodor Stewart, 2010. "Problem Structuring and Multiple Criteria Decision Analysis," International Series in Operations Research & Management Science, in: Matthias Ehrgott & José Rui Figueira & Salvatore Greco (ed.), Trends in Multiple Criteria Decision Analysis, chapter 0, pages 209-239, Springer.
    12. Giada Marchi & Giulia Lucertini & Alexis Tsoukiàs, 2016. "From evidence-based policy making to policy analytics," Annals of Operations Research, Springer, vol. 236(1), pages 15-38, January.
    13. Scott D. N. Cook & John Seely Brown, 1999. "Bridging Epistemologies: The Generative Dance Between Organizational Knowledge and Organizational Knowing," Organization Science, INFORMS, vol. 10(4), pages 381-400, August.
    14. White, Leroy, 2009. "Understanding problem structuring methods interventions," European Journal of Operational Research, Elsevier, vol. 199(3), pages 823-833, December.
    15. Diana Rolando, 2015. "Multicriteria decision problem structuring: the strategic choice approach in the context of public projects in Italy," International Journal of Multicriteria Decision Making, Inderscience Enterprises Ltd, vol. 5(1/2), pages 4-38.
    16. Giada Marchi & Giulia Lucertini & Alexis Tsoukiàs, 2016. "From evidence-based policy making to policy analytics," Annals of Operations Research, Springer, vol. 236(1), pages 15-38, January.
    17. Jasmin Tremblay & Irène Abi-Zeid, 2016. "Value-based argumentation for policy decision analysis: methodology and an exploratory case study of a hydroelectric project in Québec," Annals of Operations Research, Springer, vol. 236(1), pages 233-253, January.
    18. Mingers, John & Rosenhead, Jonathan, 2004. "Problem structuring methods in action," European Journal of Operational Research, Elsevier, vol. 152(3), pages 530-554, February.
    19. Katherine Daniell & Alec Morton & David Ríos Insua, 2016. "Policy analysis and policy analytics," Annals of Operations Research, Springer, vol. 236(1), pages 1-13, January.
    20. Ormerod, R.J., 2014. "Critical rationalism in practice: Strategies to manage subjectivity in OR investigations," European Journal of Operational Research, Elsevier, vol. 235(3), pages 784-797.
    21. Maria Franca Norese, 2020. "Profiling analysts and actors in interaction: how behavioural aspects can positively affect the decision aid process," EURO Journal on Decision Processes, Springer;EURO - The Association of European Operational Research Societies, vol. 8(3), pages 125-150, November.
    22. Bernard Roy & Roman Slowinski, 2013. "Questions guiding the choice of a multicriteria decision aiding method," Post-Print hal-00874292, HAL.
    23. G Montibeller & V Belton & F Ackermann & L Ensslin, 2008. "Reasoning maps for decision aid: an integrated approach for problem-structuring and multi-criteria evaluation," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(5), pages 575-589, May.
    24. Ann Majchrzak & Lynne P. Cooper & Olivia E. Neece, 2004. "Knowledge Reuse for Innovation," Management Science, INFORMS, vol. 50(2), pages 174-188, February.
    25. Ion Georgiou & Joaquim Heck & Andrej Mrvar, 2019. "The Analysis of Interconnected Decision Areas: A Computational Approach to Finding All Feasible Solutions," Group Decision and Negotiation, Springer, vol. 28(3), pages 543-563, June.
    26. G Montibeller & L A Franco, 2011. "Raising the bar: strategic multi-criteria decision analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(5), pages 855-867, May.
    27. Alexis Tsoukiàs & Gilberto Montibeller & Giulia Lucertini & Valérie Belton, 2013. "Policy Analytics: An Agenda for Research and Practice," Working Papers hal-00874307, HAL.
    28. Bruce Kogut & Udo Zander, 1996. "What Firms Do? Coordination, Identity, and Learning," Organization Science, INFORMS, vol. 7(5), pages 502-518, October.
    29. Hermans, Leon M. & Thissen, Wil A.H., 2009. "Actor analysis methods and their use for public policy analysts," European Journal of Operational Research, Elsevier, vol. 196(2), pages 808-818, July.
    30. Mingers, John & Brocklesby, John, 1997. "Multimethodology: Towards a framework for mixing methodologies," Omega, Elsevier, vol. 25(5), pages 489-509, October.
    31. K Kotiadis & J Mingers, 2006. "Combining PSMs with hard OR methods: the philosophical and practical challenges," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(7), pages 856-867, July.
    32. John Seely Brown & Paul Duguid, 1991. "Organizational Learning and Communities-of-Practice: Toward a Unified View of Working, Learning, and Innovation," Organization Science, INFORMS, vol. 2(1), pages 40-57, February.
    33. Bernard Roy, 2010. "Two conceptions of decision aiding," International Journal of Multicriteria Decision Making, Inderscience Enterprises Ltd, vol. 1(1), pages 74-79.
    34. Katherine A. Daniell & Alec Morton & David Ríos Insua, 2016. "Policy analysis and policy analytics," Annals of Operations Research, Springer, vol. 236(1), pages 1-13, January.
    35. Roy, Bernard, 1993. "Decision science or decision-aid science?," European Journal of Operational Research, Elsevier, vol. 66(2), pages 184-203, April.
    36. repec:hal:wpaper:hal-00874292 is not listed on IDEAS
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