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Volumn 1, Issue 3-4, 2013, Pages 205-231

Structuring and analyzing competing hypotheses with Bayesian networks for intelligence analysis

Author keywords

Bayesian network; Competing hypotheses; Facilitated modeling; Intelligence analysis; Rajneeshee bioterror attack

Indexed keywords


EID: 84890892808     PISSN: 21939438     EISSN: 21939446     Source Type: Journal    
DOI: 10.1007/s40070-013-0001-x     Document Type: Article
Times cited : (12)

References (62)
  • 1
    • 77949421406 scopus 로고    scopus 로고
    • On the need for restricting the probabilistic analysis in risk assessment to variability
    • Aven T (2010) On the need for restricting the probabilistic analysis in risk assessment to variability. Risk Anal 30(3):354–360
    • (2010) Risk Anal , vol.30 , Issue.3 , pp. 354-360
    • Aven, T.1
  • 3
    • 85065146001 scopus 로고    scopus 로고
    • The Rajneeshees
    • (eds.) J.B. Tucker, MIT Press. Cambridge, MA
    • Carus, W.S. 2000. The Rajneeshees. In (eds.) J.B. Tucker. Toxic Terror. MIT Press. Cambridge, MA
    • (2000) Toxic Terror
    • Carus, W.S.1
  • 4
    • 80051976297 scopus 로고    scopus 로고
    • Probabilistic analysis of a country’s program to acquire nuclear weapons
    • Caswell DJ, Pate-Cornell ME (2011) Probabilistic analysis of a country’s program to acquire nuclear weapons. Mil Oper Res 16(1):5–20
    • (2011) Mil Oper Res , vol.16 , Issue.1 , pp. 5-20
    • Caswell, D.J.1    Pate-Cornell, M.E.2
  • 5
    • 79952833476 scopus 로고    scopus 로고
    • Analysis of national strategies to counter a country’s nuclear weapons program
    • Caswell DJ, Howard RA, Pate-Cornell ME (2011) Analysis of national strategies to counter a country’s nuclear weapons program. Decis Anal 8(1):30–45
    • (2011) Decis Anal , vol.8 , Issue.1 , pp. 30-45
    • Caswell, D.J.1    Howard, R.A.2    Pate-Cornell, M.E.3
  • 6
    • 0027583016 scopus 로고
    • Aggregating point estimates: a flexible modeling approach
    • Clemen RT, Winkler RL (1993) Aggregating point estimates: a flexible modeling approach. Manage Sci 39(4):501–515
    • (1993) Manage Sci , vol.39 , Issue.4 , pp. 501-515
    • Clemen, R.T.1    Winkler, R.L.2
  • 7
    • 0032839653 scopus 로고    scopus 로고
    • Combining probability distributions from experts in risk analysis
    • Clemen RT, Winkler RL (1999) Combining probability distributions from experts in risk analysis. Risk Anal 19(2):187–203
    • (1999) Risk Anal , vol.19 , Issue.2 , pp. 187-203
    • Clemen, R.T.1    Winkler, R.L.2
  • 8
    • 0034250032 scopus 로고    scopus 로고
    • Assessing dependence: some experimental results
    • Clemen RT, Fischer GW, Winkler RL (2000) Assessing dependence: some experimental results. Manage Sci 46:1100–1115
    • (2000) Manage Sci , vol.46 , pp. 1100-1115
    • Clemen, R.T.1    Fischer, G.W.2    Winkler, R.L.3
  • 11
    • 0036084920 scopus 로고    scopus 로고
    • A perspective: risk analysis as a tool for reducing the risks of terrorism
    • Deisler PF (2002) A perspective: risk analysis as a tool for reducing the risks of terrorism. Risk Anal 22(3):405–413
    • (2002) Risk Anal , vol.22 , Issue.3 , pp. 405-413
    • Deisler, P.F.1
  • 12
    • 55349089218 scopus 로고    scopus 로고
    • A multinomial-Dirichlet model for analysis of competing hypotheses
    • Duncan KA, Wilson JL (2008) A multinomial-Dirichlet model for analysis of competing hypotheses. Risk Anal 28(6):1699–1709
    • (2008) Risk Anal , vol.28 , Issue.6 , pp. 1699-1709
    • Duncan, K.A.1    Wilson, J.L.2
  • 14
    • 33745427096 scopus 로고    scopus 로고
    • Enabling a powerful maritime and offshore decision-support solution through Bayesian network technique
    • Eleye-Datubo AG, Wall A, Saajedi A, Wang J (2006) Enabling a powerful maritime and offshore decision-support solution through Bayesian network technique. Risk Anal 26(3):695–721
    • (2006) Risk Anal , vol.26 , Issue.3 , pp. 695-721
    • Eleye-Datubo, A.G.1    Wall, A.2    Saajedi, A.3    Wang, J.4
  • 15
    • 77649338730 scopus 로고    scopus 로고
    • Facilitated modeling in operational research
    • Franco LA, Montibeller G (2010) Facilitated modeling in operational research. Eur J Oper Res 205:489–500
    • (2010) Eur J Oper Res , vol.205 , pp. 489-500
    • Franco, L.A.1    Montibeller, G.2
  • 16
    • 84987031663 scopus 로고
    • Ph.D. thesis. Program in Medical Information Sciences, Stanford University, Stanford. Report STAN-CS-90-1316
    • Heckerman D (1990) Probabilistic similarity networks, Ph.D. thesis. Program in Medical Information Sciences, Stanford University, Stanford. Report STAN-CS-90-1316
    • (1990) Probabilistic similarity networks
    • Heckerman, D.1
  • 19
    • 33847115380 scopus 로고    scopus 로고
    • Determinants of nuclear weapons proliferation
    • Jo D, Gartzke E (2007) Determinants of nuclear weapons proliferation. J Conflict Resolut 51(1):167–195
    • (2007) J Conflict Resolut , vol.51 , Issue.1 , pp. 167-195
    • Jo, D.1    Gartzke, E.2
  • 20
    • 0031214723 scopus 로고    scopus 로고
    • The words of risk analysis
    • Kaplan S (1997) The words of risk analysis. Risk Anal 17(4):407–417
    • (1997) Risk Anal , vol.17 , Issue.4 , pp. 407-417
    • Kaplan, S.1
  • 21
    • 84867571699 scopus 로고    scopus 로고
    • Evaluating deep uncertainties in strategic priority-setting with an application to facility energy investments
    • Karvetski CW, Lambert JH (2012) Evaluating deep uncertainties in strategic priority-setting with an application to facility energy investments. Syst Eng 15(4):483–493
    • (2012) Syst Eng , vol.15 , Issue.4 , pp. 483-493
    • Karvetski, C.W.1    Lambert, J.H.2
  • 22
    • 84866663726 scopus 로고    scopus 로고
    • Communicating analytic results: a tutorial for decision consultants
    • Keisler JM, Noonan PS (2012) Communicating analytic results: a tutorial for decision consultants. Decis Anal 9(3):274–292
    • (2012) Decis Anal , vol.9 , Issue.3 , pp. 274-292
    • Keisler, J.M.1    Noonan, P.S.2
  • 23
    • 30244499173 scopus 로고
    • Words of estimative probability
    • Kent S (1964) Words of estimative probability. Stud Intell 8:49–65
    • (1964) Stud Intell , vol.8 , pp. 49-65
    • Kent, S.1
  • 25
    • 0001371817 scopus 로고
    • Biased assimilation and attitude polarization: the effects of prior theories on subsequently considered evidence
    • Lord CG, Ross L, Lepper MR (1979) Biased assimilation and attitude polarization: the effects of prior theories on subsequently considered evidence. J Perspect Soc Psychol 37:2098–2109
    • (1979) J Perspect Soc Psychol , vol.37 , pp. 2098-2109
    • Lord, C.G.1    Ross, L.2    Lepper, M.R.3
  • 26
    • 0021729045 scopus 로고
    • Considering the opposite: a corrective strategy for social judgment
    • Lord CG, Lepper MR, Preston E (1984) Considering the opposite: a corrective strategy for social judgment. J Perspect Soc Psychol 47:1231–1243
    • (1984) J Perspect Soc Psychol , vol.47 , pp. 1231-1243
    • Lord, C.G.1    Lepper, M.R.2    Preston, E.3
  • 27
    • 30644465707 scopus 로고    scopus 로고
    • Are risk assessments of a terrorist attack coherent?
    • Mandel DR (2005) Are risk assessments of a terrorist attack coherent? J Exp Psychol Appl 11(4):277–288
    • (2005) J Exp Psychol Appl , vol.11 , Issue.4 , pp. 277-288
    • Mandel, D.R.1
  • 28
    • 84858759235 scopus 로고    scopus 로고
    • Intelligence analysis: structured methods or intuition?
    • Marrin S (2007) Intelligence analysis: structured methods or intuition? Am Intell J 25:1–10
    • (2007) Am Intell J , vol.25 , pp. 1-10
    • Marrin, S.1
  • 29
    • 84959230648 scopus 로고    scopus 로고
    • A Bayesian approach to Iraq’s nuclear program intelligence analysis: A hypothetical illustration
    • McLaughlin J, Pate-Cornell ME (2005) A Bayesian approach to Iraq’s nuclear program intelligence analysis: a hypothetical illustration. 2005 international conference on intelligence analysis. https://analysis.mitre.org/proceedings/Final_Papers_Files/85_Camera_Ready_Paper.pdf
    • (2005) 2005 International Conference on Intelligence Analysis
    • McLaughlin, J.1    Pate-Cornell, M.E.2
  • 31
    • 0035254130 scopus 로고    scopus 로고
    • A Bayesian network approach to making inferences in causal maps
    • Nadkarni S, Shenoy PP (2001) A Bayesian network approach to making inferences in causal maps. Eur J Oper Res 128:479–498
    • (2001) Eur J Oper Res , vol.128 , pp. 479-498
    • Nadkarni, S.1    Shenoy, P.P.2
  • 32
    • 4344575930 scopus 로고    scopus 로고
    • A causal mapping approach to constructing Bayesian networks
    • Nadkarni S, Shenoy PP (2004) A causal mapping approach to constructing Bayesian networks. Decis Support Syst 38:259–281
    • (2004) Decis Support Syst , vol.38 , pp. 259-281
    • Nadkarni, S.1    Shenoy, P.P.2
  • 33
    • 0035498095 scopus 로고    scopus 로고
    • Devil’s advocate vs. authentic dissent: stimulating quantity and quality
    • Nemeth C, Brown K, Rogers J (2001) Devil’s advocate vs. authentic dissent: stimulating quantity and quality. Eur J Soc Psychol 31:707–720
    • (2001) Eur J Soc Psychol , vol.31 , pp. 707-720
    • Nemeth, C.1    Brown, K.2    Rogers, J.3
  • 34
    • 85065128174 scopus 로고    scopus 로고
    • ACH: Version 2.0.3
    • Palo Alto Research Center (PARC) (2006) ACH: Version 2.0.3
    • (2006)
  • 35
    • 73649115679 scopus 로고    scopus 로고
    • Intelligent adversary risk analysis: a bioterrorism risk management model
    • Parnell GS, Smith CM, Moxley FI (2010) Intelligent adversary risk analysis: a bioterrorism risk management model. Risk Anal 30(1):32–48
    • (2010) Risk Anal , vol.30 , Issue.1 , pp. 32-48
    • Parnell, G.S.1    Smith, C.M.2    Moxley, F.I.3
  • 36
    • 0030286892 scopus 로고    scopus 로고
    • Uncertainties in risk analysis: six levels of treatment
    • Pate-Cornell ME (1996) Uncertainties in risk analysis: six levels of treatment. Reliab Eng Syst Saf 54:95–111
    • (1996) Reliab Eng Syst Saf , vol.54 , pp. 95-111
    • Pate-Cornell, M.E.1
  • 39
    • 0003050647 scopus 로고
    • A theory or requisite decision models
    • Phillips LD (1984) A theory or requisite decision models. Acta Psychol 56:29–48
    • (1984) Acta Psychol , vol.56 , pp. 29-48
    • Phillips, L.D.1
  • 40
    • 84925684410 scopus 로고    scopus 로고
    • Decision conferencing
    • Edwards W, Miles RF, von Winterfeldt D, Cambridge University Press, Cambridge
    • Phillips LD (2007) Decision conferencing. In: Edwards W, Miles RF, von Winterfeldt D (eds) Advances in decision analysis. Cambridge University Press, Cambridge
    • (2007) Advances in Decision Analysis
    • Phillips, L.D.1
  • 42
    • 0037871273 scopus 로고    scopus 로고
    • Probability elicitation for belief networks: issues to consider
    • Renooij S (2001) Probability elicitation for belief networks: issues to consider. Knowl Eng Rev 16(3):255–269
    • (2001) Knowl Eng Rev , vol.16 , Issue.3 , pp. 255-269
    • Renooij, S.1
  • 43
    • 0000129541 scopus 로고    scopus 로고
    • Talking probabilities: communicating probabilistic information with words and numbers
    • Renooij S, Witteman CLM (1999) Talking probabilities: communicating probabilistic information with words and numbers. Int J Approx Reason 22:169–194
    • (1999) Int J Approx Reason , vol.22 , pp. 169-194
    • Renooij, S.1    Witteman, C.L.M.2
  • 44
    • 77649339513 scopus 로고    scopus 로고
    • How effective are decision analyses? Assessing decision process and group alignment effects
    • Schilling MS, Oeser N, Schaub C (2007) How effective are decision analyses? Assessing decision process and group alignment effects. Decis Anal 4(4):227–242
    • (2007) Decis Anal , vol.4 , Issue.4 , pp. 227-242
    • Schilling, M.S.1    Oeser, N.2    Schaub, C.3
  • 45
    • 33947113892 scopus 로고    scopus 로고
    • Combining experts’ risk judgments of technology performance of phytoremediation: self-confidence ratings, averaging procedures, and formative consensus building
    • Scholz RW, Hansmann R (2007) Combining experts’ risk judgments of technology performance of phytoremediation: self-confidence ratings, averaging procedures, and formative consensus building. Risk Anal 27(1):225–240
    • (2007) Risk Anal , vol.27 , Issue.1 , pp. 225-240
    • Scholz, R.W.1    Hansmann, R.2
  • 47
    • 84926076707 scopus 로고    scopus 로고
    • Mechanism design without money
    • Nisam N, Roughgarden T, Tardos E, Vazirani VV, Springer, New York
    • Schummer J, Vohra RV (2007) Mechanism design without money. In: Nisam N, Roughgarden T, Tardos E, Vazirani VV(eds) Algorithmic game theory. Springer, New York, pp 317–332
    • (2007) Algorithmic Game Theory , pp. 317-332
    • Schummer, J.1    Vohra, R.V.2
  • 48
    • 9944252277 scopus 로고    scopus 로고
    • The correlates of nuclear proliferation
    • Singh S, Way CR (2004) The correlates of nuclear proliferation. J Conflict Resolut 48(6):859–885
    • (2004) J Conflict Resolut , vol.48 , Issue.6 , pp. 859-885
    • Singh, S.1    Way, C.R.2
  • 49
    • 85065143139 scopus 로고
    • Staff, The New York Times, Retrieved 15 Sep 2011
    • Staff (1984) Ill handlers suspected in Oregon food poisonings. The New York Times. http://www.nytimes.com/1984/10/21/us/ill-handlers-suspected-in-oregon-food-poisonings.html. Retrieved 15 Sep 2011
    • (1984) Ill Handlers Suspected in Oregon Food Poisonings
  • 50
    • 85065127260 scopus 로고    scopus 로고
    • Midway revisited: Deception by analysis of competing hypothesis
    • Stech FJ, Elasser C (2004) Midway revisited: deception by analysis of competing hypothesis. MITRE Corporation [online]. http://www.mitre.org/work/tech_papers/tech_papers_04/stech_deception/stech_deception.pdf
    • (2004) MITRE Corporation [Online]
    • Stech, F.J.1    Elasser, C.2
  • 53
    • 85065124553 scopus 로고    scopus 로고
    • Report on the U.S. Intelligence Community’s Prewar Intelligence Assessments on Iraq, One Hundred Eighth Congress, Second Session. U.S. Government Printing Office, Washington, DC
    • United States Senate Select Committee on Intelligence (2004) Report on the U.S. Intelligence Community’s Prewar Intelligence Assessments on Iraq, One Hundred Eighth Congress, Second Session. U.S. Government Printing Office, Washington, DC
    • (2004)
  • 56
    • 76649123659 scopus 로고    scopus 로고
    • A framework for assessing and managing risks posed by emerging diseases
    • Walshe T, Burgman M (2010) A framework for assessing and managing risks posed by emerging diseases. Risk Anal 30(2):236–249
    • (2010) Risk Anal , vol.30 , Issue.2 , pp. 236-249
    • Walshe, T.1    Burgman, M.2
  • 57
    • 0004582178 scopus 로고    scopus 로고
    • User interface tools for navigation in conditional probability tables and elicitation of probabilities in Bayesian networks
    • Morgan Kaufmann, San Francisco
    • Wang H, Druzdzel M (2000) User interface tools for navigation in conditional probability tables and elicitation of probabilities in Bayesian networks. In: Proceedings of the sixteenth conference on uncertainty in artificial intelligence. Morgan Kaufmann, San Francisco
    • (2000) Proceedings of the Sixteenth Conference on Uncertainty in Artificial Intelligence
    • Wang, H.1    Druzdzel, M.2
  • 58
    • 84882865024 scopus 로고
    • Congressional Record 131(3–4). United States Government Printing Office, Washington, DC, 99th United States Congress, 1st session, Transcription at WikiSource., Retrieved 15 Sep 2011
    • Weaver J (1985) The town that was poisoned (PDF). Congressional Record 131(3–4). United States Government Printing Office, Washington, DC, 99th United States Congress, 1st session, pp 4185–4189. Transcription at WikiSource. http://commons.wikimedia.org/wiki/File:1985_Feb_28_Congressman_Weaver_THE_TOWN_THAT_WAS_POISONED.pdf. Retrieved 15 Sep 2011
    • (1985) The town that was poisoned (PDF) , pp. 4185-4189
    • Weaver, J.1
  • 60
    • 24144458792 scopus 로고    scopus 로고
    • Multiple experts vs. multiple methods: combining correlation assessments
    • Winkler RL, Clemen RT (2004) Multiple experts vs. multiple methods: combining correlation assessments. Decis Anal 1(3):167–176
    • (2004) Decis Anal , vol.1 , Issue.3 , pp. 167-176
    • Winkler, R.L.1    Clemen, R.T.2
  • 61
    • 0037881864 scopus 로고    scopus 로고
    • Evaluation of a verbal-numerical probability scale
    • Witteman C, Renooij S (2002) Evaluation of a verbal-numerical probability scale. Int J Approx Reason 33:117–131
    • (2002) Int J Approx Reason , vol.33 , pp. 117-131
    • Witteman, C.1    Renooij, S.2
  • 62
    • 84962232007 scopus 로고
    • Bayes’ theorem for intelligence analysis
    • Zlotnick J (1972) Bayes’ theorem for intelligence analysis. Stud Intell 16(2). https://www.cia.gov/library/center-for-the-study-of-intelligence/kent-csi/vol16no2/pdf/v16i2a03p.pdf
    • (1972) Stud Intell , vol.16 , Issue.2
    • Zlotnick, J.1


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