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New knowledge in strategic management through visually mining semantic networks

Author

Listed:
  • Gürdal Ertek

    (Dubai Silicon Oasis)

  • Gül Tokdemir

    (Cankaya University)

  • Mete Sevinç

    (Eindhoven University of Technology)

  • Murat Mustafa Tunç

    (The University of Texas at Dallas)

Abstract

Today’s highly competitive business world requires that managers be able to make fast and accurate strategic decisions, as well as learn to adapt to new strategic challenges. This necessity calls for a deep experience and a dynamic understanding of strategic management. The trait of dynamic understanding is mainly the skill of generating additional knowledge and innovative solutions under the new environmental conditions. Building on the concepts of information processing, this paper aims to support managers in constructing new strategic management knowledge, through representing and mining existing knowledge through graph visualization. To this end, a three-stage framework is proposed and described. The framework can enable managers to develop a deeper understanding of the strategic management domain, and expand on existing knowledge through visual analysis. The model further supports a case study that involves unstructured knowledge of profit patterns and the related strategies to succeed using these patterns. The applicability of the framework is shown in the case study, where the unstructured knowledge in a strategic management book is first represented as a semantic network, and then visually mined for revealing new knowledge.

Suggested Citation

  • Gürdal Ertek & Gül Tokdemir & Mete Sevinç & Murat Mustafa Tunç, 2017. "New knowledge in strategic management through visually mining semantic networks," Information Systems Frontiers, Springer, vol. 19(1), pages 165-185, February.
    • Handle: RePEc:spr:infosf:v:19:y:2017:i:1:d:10.1007_s10796-015-9591-0
    DOI: 10.1007/s10796-015-9591-0
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    References listed on IDEAS

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    1. Gunwoo Kim & Yongmoo Suh, 2011. "Semantic business process space for intelligent management of sales order business processes," Information Systems Frontiers, Springer, vol. 13(4), pages 515-542, September.
    2. Ari Ginsberg, 1988. "Measuring and modelling changes in strategy: Theoretical foundations and empirical directions," Strategic Management Journal, Wiley Blackwell, vol. 9(6), pages 559-575, November.
    3. J. Robert Baum & Stefan Wally, 2003. "Strategic decision speed and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 24(11), pages 1107-1129, November.
    4. Spender, J. -C., 1994. "Organizational knowledge, collective practice and Penrose rents," International Business Review, Elsevier, vol. 3(4), pages 353-367, December.
    5. Kweku-Muata Osei-Bryson & Ojelanki Ngwenyama, 2008. "Decision models for information systems management," Information Systems Frontiers, Springer, vol. 10(3), pages 277-279, July.
    6. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    7. Steven H. Strogatz, 2001. "Exploring complex networks," Nature, Nature, vol. 410(6825), pages 268-276, March.
    8. Fatih Cavdur & Soundar Kumara, 2014. "Network mining: Applications to business data," Information Systems Frontiers, Springer, vol. 16(3), pages 473-490, July.
    9. Said Elbanna & John Child, 2007. "Influences on strategic decision effectiveness: Development and test of an integrative model," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 431-453, April.
    10. James H. Barnes, 1984. "Cognitive biases and their impact on strategic planning," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 129-137, April.
    11. Daning Hu & Sherry X. Sun & J. Leon Zhao & Xinlei Zhao, 2011. "Strategic choices of inter-organizational information systems: A network perspective," Information Systems Frontiers, Springer, vol. 13(5), pages 681-692, November.
    12. Naeem Khalid Janjua & Farookh Khadeer Hussain & Omar Khadeer Hussain, 2013. "Semantic information and knowledge integration through argumentative reasoning to support intelligent decision making," Information Systems Frontiers, Springer, vol. 15(2), pages 167-192, April.
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