Published July 3, 2019 | Version v1
Conference paper Open

Putting Artificial Intelligence to Work: The Operator Decision Aid

  • 1. United States Department of Navy
  • 2. Herren Associates, Inc., US
  • 3. Delta Resources, Inc., US

Description

Advances in artificial intelligence and data analytics have unlocked new opportunities for progress in critical areas within the maritime domain. Over the past year, the U.S. Navy has initiated an Operator Decision Aid pilot project to apply rules-based navigation algorithms developed by the U.S. Defense Advanced Research Projects Agency (DARPA) and Office of Naval Research (ONR) to provide real-time recommendations to watch-standing teams on the Bridge and in the Combat Information Center. Recognizing the complexity inherent in the employment of artificial intelligence-based solutions, this paper will apply a multifactor framework developed by Crawford and Pollack (2004) to evaluate influential aspects of the project required to drive change, embrace complexity, and institute a culture of learning.

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References

  • Checkland, P. (1981) Systems Thinking, Systems Practice. Chichester: Wiley
  • Checkland, P. and Scholes, J. (2001) Soft Systems Methodology in Action, in J. Rosenhead and J. Mingers (eds), Rational Analysis for a Problematic World Revisited. Chichester: Wiley
  • Chief of Naval Operations. A Design for Maintaining Maritime Superiority, A Design for Maintaining Maritime Superiority (2018). Retrieved from https://www.navy.mil/navydata/people/cno/Richardson/Resource/Design_2.0.pdf
  • Chief of Naval Operations. WEST 2019 VTC Remarks, WEST 2019 VTC Remarks. Retrieved from https://www.navy.mil/navydata/people/cno/Richardson/Speech/CNO-190213-Richardson-WEST.pdf
  • Crawford, L, & Pollack, J. (2004) Hard and soft projects: a framework for analysis. International Journal of Project Management, 22, 645-653
  • Eckstein, M. (2019, February 21). Artificial Intelligence Could Speed Up Navy Training as New Tech is Rapidly Fielded. Retrieved May 10, 2019, from https://news.usni.org/2019/02/21/artificial-intelligence-speed-trainingnew- tech-rapidly-fielded
  • Galdorisi, G., & Goshorn, R. CCRTS 2006 The State of the Art and the State of the Practice Maritime Domain Awareness: The Key to Maritime Security Operational Challenges and Technical Solutions (rep.). CCRTS 2006 The State of the Art and the State of the Practice Maritime Domain Awareness: The Key to Maritime Security Operational Challenges and Technical Solutions. Retrieved from https://apps.dtic.mil/dtic/tr/fulltext/u2/a463128.pdf
  • Hayes, R. and Wheelwright S. (1979) The dynamics of process-product life cycles. Harvad Business Review, 57(2) 127-136
  • Hitchins, D.K. (2007) Systems Engineering: A 21st Century Systems Methodology, Chichester: Wiley.
  • Horowitz, B. and Lucero, S. (2016). System-Aware Cyber Security: A Systems Engineering Approach for Enhancing Cyber Security. INCOSE Insights, 19(2) pp 39-42.
  • INCOSE (2014). Giode to the Systems Engineering Body of Knowledge, version 1.3. [online] http://sebokwiki.org/w/downloads/SEBoKv1.3_full.pdf
  • LaGrone, S. (2013, May 1). USS Porter Repair Contract Awarded. Retrieved May 10, 2019, from https://news.usni.org/2013/05/01/uss-porter-repair-contract-awarded
  • LaGrone, S., & Werner, B. (2017, November 1). Investigation: USS Fitzgerald, USS John McCain 'Avoidable' Collisions Due to Lapses in Basic Seamanship. Retrieved May 10, 2019, from https://news.usni.org/2017/11/01/investigation-uss-fitzgerald-uss-john-mccain-avoidable-collisions-due-lapsesbasic- seamanship
  • Locatelli, G., Mancini, M. & Romano, E. (2014) Systems Engineering to improve the governance in complex project environments, International Journal of Project Management, 32(8): 1395-1410
  • Magnuson, S. Retrieved May 10, 2019, from http://www.nationaldefensemagazine.org/articles/2019/1/16/navy-toindustry- its-not-your-data-its-ours
  • Maslow, A. H. (1966). The psychology of science: A reconnaissance. New York: Harper & Row. Chicago.
  • Pollack, J. (2007) The changing paradigms of project management, International Journal of Project Management, 25(3): 266-274.
  • Wheelwright, S. and Clark, K. (1992). Revolutionizing product development. New York: Free Press.
  • U.S. Department of Defense (2017). Defense Acquisition Guidebook Chapter 3, Systems Engineering. [online] https://www.dau.mil/guidebooks/Shared%20Documents/ Chapter%203%20Systems%20Engineering.pdf
  • U.S. Department of Defense (2013). Open Systems Architecture Contract Guidebook for Program Managers, Version 1.1 [online] https://acc.dau.mil/adl/en-US/734860/ file/80686/OSAGuidebook%20v%201_1%20final.pdf
  • U.S. Department of Defense (2018). (publication). Summary of the 2018 Department of Defense Artificial Intelligence Strategy. Retrieved from https://media.defense.gov/2019/Feb/12/2002088963/-1/-1/1/SUMMARYOF- DOD-AI-STRATEGY.PDF
  • van Donk, D. and Molly, E. (2008). From organizing as projects to projects as organizations. International Journal of Project Management, 20, pp.129-137.