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Decision Support in Open Source Intelligence

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Book cover Intelligent Methods for Cyber Warfare

Part of the book series: Studies in Computational Intelligence ((SCI,volume 563))

Abstract

This chapter describes a decision support system specially designed for applications in open source intelligence. The decision support system was developed within the framework of the FP7 VIRTUOSO project. Firstly, we describe the overall scope and architecture of the VIRTUOSO platform. Secondly, we describe with detail some of most representative components of the DSS. The components employ computational intelligence techniques such as knowledge representation, soft-fusion and fuzzy logic. The DSS together with other tools developed for the VIRTUOSO platform will help intelligence analysts to integrate diverse sources of information, visualize them and have access to the knowledge extracted from these sources. Finally, we describe some applications of decision support systems in cyber-warfare.

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Notes

  1. 1.

    The recent revelations by E. Snowden about the mass surveillance programs deployed by US intelligence agencies has revived the debate within Europe and in other parts of the world about this issue.

  2. 2.

    Weblab is available at weblab-project.org.

  3. 3.

    graphml is an XML-based format used to represent graphs or networks.

  4. 4.

    portlets are pluggable user interface components that are managed by web portals.

References

  1. Ortiz-Arroyo, D.: Information security threats and policies in europe. In: Laundon, K., Laundon, J., (eds.) Management Information Systems: Managing the Digital firm. Global Edition: Managing the Digital Firm, pp. 357–358. Pearson Longman (2011)

    Google Scholar 

  2. Frank, R., Cheng, C., Pun, V.: Social media sites: New fora for criminal, communication, and investigation opportunities. Technical Report 21, Simon Fraser University (2011)

    Google Scholar 

  3. Virtuoso Consortium: Decision support and visualization modules report. Technical report, Virtuoso Project Consortium (2013)

    Google Scholar 

  4. Laudy, C., Deparis, E., Lortal, G., Mattioli, J.: Multi-granular fusion for social data analysis for a decision and intelligence application. In: Proceedings of 16th International Conference on Information Fusion. IEEE, (2013)

    Google Scholar 

  5. Scott, J.: Social Network Analysis: A Handbook. SAGE (2000)

    Google Scholar 

  6. Freeman, L.C.: A set of measures of centrality based on betweenness. Sociometry 40(1), 35–41 (1977)

    Article  Google Scholar 

  7. Friedkin, N.E.: Theoretical foundations for centrality measures. The Am. J. Soc. 96(6), 1478–1504 (1991)

    Article  Google Scholar 

  8. Ortiz-Arroyo, D.: Discovering sets of key players in social networks. In: Abraham, A., Hassanien, A., Snasel, V., (eds.) Computational Social Networks Analysis: Trends, Tools and Research Advances, pp. 27–47. Springer, Berlin (2010)

    Google Scholar 

  9. Borgatti, S.P., Everett, M.G.: A graph-theoretic framework for classifying centrality measures. Soc. Netw. 28(4), 466–484 (2006)

    Article  Google Scholar 

  10. Yager, R.R.: On ordered weighted averaging aggregation operators in multi-criteria decision making. IEEE Trans. Syst. Man Cybern. 18, 183–190 (1988)

    Article  MATH  MathSciNet  Google Scholar 

  11. Filev, D., Yager, R.R.: Analytic properties of maximum entropy owa operators. Inform. Sci. 85, 11–27 (1995)

    Article  MATH  Google Scholar 

  12. Larsen, L.H.: Multiplicative and implicative importance weighted averaging aggregation operators with accurate andness direction. In: Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, pp. 402–407. IEEE (2009)

    Google Scholar 

  13. Ahn, B.S.: On the properties of owa operator weights functions with constant level of orness. IEEE Trans. Fuzzy Syst. 14(4), 511–515 (2006)

    Article  Google Scholar 

  14. Oltramari, A., Lebiere, C., Vizenor, L., Zhu, W., Dipert, R.: Towards a cognitive system for decision support in cyber operations. In: Laskey, KB., Emmons, L., Cesar, P., da Costa, G., (eds) STIDS, volume 1097 of CEUR Workshop Proceedings, pp. 94–100. CEUR-WS.org (2013)

    Google Scholar 

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Acknowledgments

The author was member of the team from Aalborg University that participated in VIRTUOSO. The research leading to these results has received funding from the European Union’s Seventh Framework Programme (FP7/2007-2013) under grant agreement no. 242352.

Author information

Authors and Affiliations

  1. Department of Electronic Systems, Computational Intelligence and Security Laboratory, Aalborg University Esbjerg, Esbjerg, Denmark

    Daniel Ortiz-Arroyo

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  1. Daniel Ortiz-Arroyo
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Correspondence to Daniel Ortiz-Arroyo .

Editor information

Editors and Affiliations

  1. Iona College, Machine Intelligence Institute, New Rochelle, New York, USA

    Ronald R. Yager

  2. Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada

    Marek Z. Reformat

  3. Department of Computer Engineering, College of Computer and Information Sciences, King Saud University, Riyadh, Saudi Arabia

    Naif Alajlan

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Ortiz-Arroyo, D. (2015). Decision Support in Open Source Intelligence. In: Yager, R., Reformat, M., Alajlan, N. (eds) Intelligent Methods for Cyber Warfare. Studies in Computational Intelligence, vol 563. Springer, Cham. https://doi.org/10.1007/978-3-319-08624-8_5

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  • DOI: https://doi.org/10.1007/978-3-319-08624-8_5

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-08623-1

  • Online ISBN: 978-3-319-08624-8

  • eBook Packages: EngineeringEngineering (R0)

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