Towards a Data-Driven Military

List of Figures
List of Tables
Foreword by the Dean of the Faculty, Prof. Dr. Patrick Oonincx
Towards a data-driven military – an introduction
Peter B.M.J. Pijpers, Mark Voskuijl & Robert J.M. Beeres

PART I. Data-Driven Organisation
Chapter 1. Digitalisation, organising and organisational choice: Exploring the challenges of digital transformation using five applied
sociotechnical lenses
Eric-Hans Kramer & Guido van Os
Chapter 2. Data analytics in human resource management: Benefits and challenges
Tessa op den Buijs
Chapter 3. Data-driven maintenance of military systems: Potential and
challenges
Tiedo Tinga, Axel Homborg & Chris Rijsdijk
Chapter 4. Federated learning for enabling cooperation between the Royal Netherlands Navy and external parties in developing predictive maintenance
Anna C. Vriend, Wieger W. Tiddens & Relinde P.M.J. Jurrius
Chapter 5. Information- and data-driven organisations from promise to practice? Reflecting on maturity dynamics in a defence sustainment organisation
Gert Schijvenaars, André J. Hoogstrate, Ton van Kampen, Gerold de Gooijer & Paul C. van Fenema

PART II. Data Driven Support to Decision Making
Chapter 6. The effect of big data and AI on forecasting in defence and
military applications
André J. Hoogstrate
Chapter 7. Military helicopter flight mission planning using data science and operations research
Roy Lindelauf, Herman Monsuur & Mark Voskuijl
Chapter 8. Applying GTSP-algorithms in maritime patrolling missions that require mutual support
Martijn van Ee, Geraldo de Lima Filho & Herman Monsuur
Chapter 9. From data to effective actions: Providing actionable information for detect and avoid
Erik Theunissen
Chapter 10. Battling information overload in military intelligence &
security organisations
Tess Horlings, Roy Lindelauf & Sebastiaan Rietjens

PART III. Data Driven Operations
Chapter 11. A conceptual investigation of the trade-off between privacy and algorithmic performance
Job Timmermans & Roy Lindelauf
Chapter 12. Information manoeuvre and the Netherlands armed forces:
Legal challenges ahead
Paul A.L. Ducheine, Peter B.M.J. Pijpers & Eric H. Pouw
Chapter 13. The use of biometrics in military operations abroad and the right to private life
Marten Zwanenburg & Steven van de Put
Chapter 14. 2020 Nagorno-Karabakh War: A case of triple D: Diplomacy,
Drones and Deception
Peter de Werd, Michiel de Jong & Han Bouwmeester
Epilogue
Chapter 15. War by numbers: A “technocratic hubristic fable”?
Henk de Jong & Floribert Baudet