Skip to main content

Decision Support Through Knowledge Management

  • Chapter
Handbook on Decision Support Systems 1

Part of the book series: International Handbooks Information System ((INFOSYS))

Abstract

This chapter explores the role of knowledge management for decision support. Traditional decision support focused on provision of analytical tools for calculating optimal solution for the decision problems. The modern approach to decision support assumes greater autonomy for the decision maker. The role of the system is in assisting a decision maker in finding relevant information, which the decision maker can convert to actionable knowledge by making sense of the problem situation. This requires the decision support system (DSS) to have an extended functionality for supporting knowledge work, including memory aids, explanation facilities, and some learning capability. DSSs supporting such functionality can be equally termed “knowledge management systems.” This chapter explores how decision support systems and knowledge management evolved in recent years. It identifies complementary features that these two fields furnish in supporting users to improve their abilities as intelligent knowledge workers. It argues that although these areas originated from different philosophical premises, computerized knowledge management has decision support as a core focus; at the same time, decision support systems will benefit if built with knowledge management functionality in mind. We suggest calling such systems “knowledge work support systems” emphasising the major focus of modern technology as a mediator between the user and the cognitive requirements of the task he or she needs to perform. We also explore some design principles for such systems following a design science approach.

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 299.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 379.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 379.99
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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Aarons, J., F. Burstein, and H. Linger, “What Is the Task? Applying the Task-based KM Framework to Weather Forecasting.” in Burstein, F. and Linger, H. (eds.), Organisational Challenges for Knowledge Management.Melbourne, Vic, Australia: Australian Scholarly Publishing, 2005, 85-99.

    Google Scholar 

  • Alavi, M. and D. Leidner, “Knowledge Management and Knowledge Management Systems: Conceptual Foundations and Research Issues,” MIS Quarterly, 25(1), 2001, 107-136.

    Article  Google Scholar 

  • Arnott, D. and G. Pervan, “A Critical Analysis of Decision Support Systems Research,” J Inf Technol, 20, 2005, 67-87.

    Article  Google Scholar 

  • Baird, L. and J.C. Henderson, The Knowledge Engine: How to Create Fast Cycles of Knowledge-to-Performance and Performance-to-Knowledge. San Francisco, CA: Berrett-Koehler, 2001.

    Google Scholar 

  • Baskerville, R. and A. Dulipovici, “The Theoretical Foundations of Knowledge Management,” Knowl Manage Res Pract, 4(2), 2006, 83-105.

    Article  Google Scholar 

  • Becerra-Fernandez, I., A. Gonzalez, and R. Sabherwal, Knowledge Management : Challenges, Solutions and Technologies. Upper Saddle River, NJ: Pearson Education, 2004.

    Google Scholar 

  • Blackler, F., “Knowledge, Knowledge Work and Organizations: An Overview and Interpretation,” Organization Studies, 16(6), 1995, 1021-1046.

    Article  Google Scholar 

  • Brown, J. and P. Duguid, “Organizational Learning and Communities of Practice: Toward a Unified View of Working, Learning, and Innovation,” Organ Sci, 2(1), 1991, 40-57.

    Article  Google Scholar 

  • Burstein, F., and H. Linger, “Supporting Post-Fordist Work Practices: A Knowledge Management Framework for Supporting Knowledge Work,” Inf Technol People, 16(3), 2003, 289-305.

    Article  Google Scholar 

  • Burstein, F., and H. Linger, “Task-based Knowledge Management,” in Schwartz, D. (ed.) Encyclopaedia of Knowledge Management. Hershey, PA, USA: Idea Group Reference, 2006, 840-847.

    Google Scholar 

  • Carlsson, S., P. Brezillon, P. Humphreys, B.G. Lunberg, A. McCosh and V. Rajkovic (eds.), Decision Support Through Knowledge Management, Proceedings of IFIP TC8/WG8.3 International Conference on Decision Support Through Knowledge Management, Stockholm, Sweden: Stockholm University/Royal Institute of Technology, 2000.

    Google Scholar 

  • Carlsson, S.A. and B.G. Lundberg, “Preface and Introduction,” in Proceedings of IFIP TC8/WG8.3 International Conference on Decision Support Through Knowledge Management, Stockholm, Sweden: Stockholm University/Royal Institute of Technology, 2000, vii-ix.

    Google Scholar 

  • Carlsson, S.A. and T. Kalling, “Decision Support through Knowledge Management: What Works and What Breaks,” in Adam, F., Brézillon, P., Carlsson, S. and Humphreys, P. (eds.) Creativity and Innovation in Decision Making and Decision Support. London, UK: Decision Support Press, 2006, 693-710.

    Google Scholar 

  • Carlsson, S.A., O.A. El Sawy, I. Eriksson, and A. Raven, “Gaining Competitive Advantage Through Shared Knowledge Creation: In Search of a New Design Theory for Strategic Information Systems,” in Proceedings of the Fourth European Conference on Information Systems, 1996, 1067-1075.

    Google Scholar 

  • Davenport, T.H., Thinking for a Living: How to Get Better Performance and Results from Knowledge Work ers. Boston, MA: Harvard Business School Press, 2005.

    Google Scholar 

  • Davenport, T.H. and L. Prusak, Working Knowledge. Boston, MA: Harvard Business School Press, 1998.

    Google Scholar 

  • Hansen, M.T., N. Nohria, and T. Tierney, “What’s Your Strategy for Managing Knowledge?” Harvard Bus Rev, 77(2), 1999, 106-116.

    Google Scholar 

  • Holsapple, C.W., “Knowledge Management in Decision Making and Decision Support,” Knowl Policy, 8(1), 1995, 5-22.

    Article  Google Scholar 

  • Holsapple, C.W. (ed.), Handbook on Knowledge Management, Vol. 1 and 2. Berlin: Springer-Verlag, 2003.

    Google Scholar 

  • Holsapple, C.W. and K.D. Joshi, “Description and Analysis of Existing Knowledge Management Frameworks,” in Proceedings of the Hawaiian International Conference on Systems Sciences, 1999.

    Google Scholar 

  • Holsapple, C.W. and K.D. Joshi, “An Investigation of Factors that Influence the Management of Knowledge in Organizations,” J Strategic Inf Sys, 9(2), 2000, 237-263.

    Google Scholar 

  • Holsapple, C.W and K.D. Joshi, “A Knowledge Management Ontology,” in C.W Holsapple (ed.) Handbook on Knowledge Management, Vol. 1. Berlin: Springer-Verlag, 2003, 89-124.

    Google Scholar 

  • Holsapple, C.W. and A.B. Whinston, Decision Support Systems: A Knowledge-Based Approach. St. Paul, MN: West Publishing Company, 1996.

    Google Scholar 

  • Jashapara, A., Knowledge Management : An Integrated Approach. Harlow, Essex: Prentice Hall, 2004.

    Google Scholar 

  • Klein, G., Sources of Power: How People Make Decisions. Cambridge, MA: MIT Press, 1998.

    Google Scholar 

  • “Knowledge Work: Information System Structure” [Art]. Retrieved June 10, 2007, from Encyclopædia Britannica Online: http://www.britannica.com/eb/art-55237.

    Google Scholar 

  • Kolodner, J., Case-Based Reasoning. San Mateo, CA: Morgan Kaufmann, 1993.

    Google Scholar 

  • Linger, H. and J. Aarons, “Filling the Knowledge Management Sandwich: An Exploratory Study of a Complex Work Environment,” in Vasilecas O., Caplinskas A., Wojtkowski W., Wojtkowski W.G., Zupancic J. and Wrycza S. (eds.) Information Systems Development: Advances in Theory, Practice, and Education. New York: Springer. 2005, 501-513.

    Google Scholar 

  • McDermott, R., “Why Information Technology Inspired But Cannot Deliver Knowledge Management,” Calif Manage Rev, 41(4), 1999, 103-117.

    Google Scholar 

  • Newell, S., M. Robertson, H. Scarbrough and J. Swan, Managing Knowledge Work. Basingstoke, Hampshire, UK: Palgrave, 2002.

    Google Scholar 

  • Nonaka, I. and D.J. Teece (eds.), Managing Industrial Knowledge: Creation, Transfer and Utilization. London: Sage, 2001.

    Google Scholar 

  • Nonaka, I. and H. Takeuchi, The Knowledge Creating Company. Oxford: Oxford University Press, 1995.

    Google Scholar 

  • Olson, D.L., Decision Aids for Selection Problems. New York: Springer, 1995.

    Google Scholar 

  • Power, D.J., Decision Support Systems: Concepts and Resources for Managers. Westport, CT: Greenwood/Quorum, 2002.

    Google Scholar 

  • Roy, M.Ch., J. Falardeau and Ch. Pelletier, “Support Systems For Knowledge Workers: The Need For New Development Approaches,” J Knowl Manage Pract, August 2001, [online] http://www.tlainc.com/articl24.htm.

    Google Scholar 

  • San Pedro, J. and F. Burstein, “Intelligent Assistance, Retrieval, Reminder and Advice for Fuzzy Multicriteria Decision-making,” in Proceedings of the 7th International Conference on Knowledge-Based Intelligent Information & Engineering Systems, (KES’03), Part I, Oxford University, UK, Sep 3-5, 2003. LNAI Vol. 2774, Springer, 37-44.

    Google Scholar 

  • San Pedro, J. Burstein, F. and A. Sharp, “Toward Case-based Fuzzy Multicriteria Decision Support Model for Tropical Cyclone Forecasting,” Eur J Op Res, 160(2), 2005, 308-324.

    Article  Google Scholar 

  • Seufert, A., G. von Krogh and A. Bach, “Towards Knowledge Networking,” J Knowl Manage, 3(3), 1999, 180-90.

    Article  Google Scholar 

  • Smith, H.A., J.D. McKeen and S. Singh, “Making Knowledge Work: Five Principles for Action-oriented Knowledge Management,” Knowl Manage Res Pract, 4(2), 2006, 116-124.

    Article  Google Scholar 

  • Snowden, D., “Innovation as an Objective of Knowledge Management, Part I: The Landscape of Management,” Knowl Manage Res Pract, 1(2), 2003, 113-119.

    Article  Google Scholar 

  • Sparrow, J., Knowledge in Organizations. London: Sage, 1998.

    Google Scholar 

  • Swan, J., H. Scarbrough, and J. Preston, “Knowledge Management—The Next Fad to Forget People?,” in Proceedings of the Seventh European Conference on Information Systems, 1999, 668-678.

    Google Scholar 

  • Truch, E., J.-N. Ezingeard and D.W. Birchall, “Developing a Relevant Research Agenda in Knowledge Management—Bridging the Gap between Knowing and Doing,” in Proceedings of the Eighth European Conference on Information Systems, 2000, 694-700.

    Google Scholar 

  • Turban, E., J.E. Aronson, T.P. Liang and R. Sharda, Decision Support Systems and Intelligent Systems, 8th Ed. Upper Saddle River, NJ: Prentice Hall, 2007.

    Google Scholar 

  • von Krogh, G., K. Ichijo and I. Nonaka, Enabling Knowledge Creation. Oxford: Oxford University Press, 2000.

    Google Scholar 

  • Walsham, G., “Knowledge Management: The Benefits and Limitations of Computer Systems,” Eur Manage J, 19(6), 2001, 599-608.

    Article  Google Scholar 

  • Wenger, E. and W.M. Snyder, “Communities of Practice: The Organizational Frontier,” Harvard Business Review, 78(1), 2000, 139-145.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

Copyright information

© 2008 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Burstein, F., Carlsson, S. (2008). Decision Support Through Knowledge Management. In: Handbook on Decision Support Systems 1. International Handbooks Information System. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-48713-5_6

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-48713-5_6

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-48712-8

  • Online ISBN: 978-3-540-48713-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics