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Volumn 18, Issue 12, 2012, Pages 2536-2545

Assessing the effect of visualizations on bayesian reasoning through crowdsourcing

Author keywords

base rate fallacy; Bayesian reasoning; crowdsourcing; Euler diagrams; glyphs; probabilistic judgment

Indexed keywords

BASE RATE; BAYESIAN REASONING; CROWDSOURCING; EULER DIAGRAMS; GLYPHS; PROBABILISTIC JUDGMENT;

EID: 84867765634     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2012.199     Document Type: Article
Times cited : (160)

References (58)
  • 1
    • 0001111897 scopus 로고
    • Intuitive theories of events and the effects of base-rate information on prediction
    • I. Ajzen. Intuitive theories of events and the effects of base-rate information on prediction. Personality and Social Psychology, 35(5):303-314, 1977.
    • (1977) Personality and Social Psychology , vol.35 , Issue.5 , pp. 303-314
    • Ajzen, I.1
  • 2
    • 79953892815 scopus 로고    scopus 로고
    • Effect of arrangement of stick figures on estimates of proportion in risk graphics
    • J. S. Ancker, E. U.Weber, and R. Kukafka. Effect of arrangement of stick figures on estimates of proportion in risk graphics. Medical Decision Making, 31(1):143-150, 2011.
    • (2011) Medical Decision Making , vol.31 , Issue.1 , pp. 143-150
    • Ancker, J.S.1    Weber, E.U.2    Kukafka, R.3
  • 3
    • 0000602959 scopus 로고
    • The base-rate fallacy in probability judgments
    • M. Bar-Hillel. The base-rate fallacy in probability judgments. Acta Psychologica, 44(3):211-233, 1980.
    • (1980) Acta Psychologica , vol.44 , Issue.3 , pp. 211-233
    • Bar-Hillel, M.1
  • 4
    • 36148974334 scopus 로고    scopus 로고
    • Base-rate respect: From ecological rationality to dual processes
    • 241- 254 discussion
    • A. K. Barbey and S. A. Sloman. Base-rate respect: From ecological rationality to dual processes. Behavioral and Brain Sciences, 30(3):241- 254; discussion 255-297, 2007.
    • (2007) Behavioral and Brain Sciences , vol.30 , Issue.3 , pp. 255-297
    • Barbey, A.K.1    Sloman, S.A.2
  • 5
    • 36148968079 scopus 로고    scopus 로고
    • Base-rate respect: From statistical formats to cognitive structures
    • A. K. Barbey and S. A. Sloman. Base-rate respect: From statistical formats to cognitive structures. Behavioral and Brain Sciences, 30(3):287- 297, 2007.
    • (2007) Behavioral and Brain Sciences , vol.30 , Issue.3 , pp. 287-297
    • Barbey, A.K.1    Sloman, S.A.2
  • 8
    • 66149111017 scopus 로고    scopus 로고
    • Pictorial representations in statistical reasoning
    • G. L. Brase. Pictorial representations in statistical reasoning. Applied Cognitive Psychology, 23(3):369-381, 2009.
    • (2009) Applied Cognitive Psychology , vol.23 , Issue.3 , pp. 369-381
    • Brase, G.L.1
  • 10
    • 84867816147 scopus 로고    scopus 로고
    • Painting pictures to augment advice
    • K. Burns. Painting pictures to augment advice. In Conf Advanced Visual Interfaces, pages 344-349, 2004.
    • (2004) Conf Advanced Visual Interfaces , pp. 344-349
    • Burns, K.1
  • 11
    • 70350142795 scopus 로고    scopus 로고
    • Numeracy, frequency, and Bayesian reasoning
    • G. B. Chapman and J. Liu. Numeracy, frequency, and Bayesian reasoning. Judgment and Decision Making, 4(1):34-40, 2009.
    • (2009) Judgment and Decision Making , vol.4 , Issue.1 , pp. 34-40
    • Chapman, G.B.1    Liu, J.2
  • 12
    • 84863550858 scopus 로고    scopus 로고
    • Opportunities for crowdsourcing research on amazon mechanical turk
    • J. J. Chen, N. J. Menezes, A. D. Bradley, and T. A. North. Opportunities for Crowdsourcing Research on Amazon Mechanical Turk. Human Factors, 5:3, 2011.
    • Human Factors , vol.5 , Issue.3 , pp. 2011
    • Chen, J.J.1    Menezes, N.J.2    Bradley, A.D.3    North, T.A.4
  • 13
    • 84867816146 scopus 로고
    • A false hiv test caused 18 months of hell
    • Chicago Tribune. A false hiv test caused 18 months of hell, (3/5/1993).
    • (1993) Chicago Tribune , vol.3-5
  • 15
    • 84882934392 scopus 로고
    • Understanding Bayesian reasoning via graphical displays
    • W. G. Cole. Understanding Bayesian reasoning via graphical displays. In ACM Conf Human Factors in Computing Systems, pages 381-386, 1989.
    • (1989) ACM Conf Human Factors in Computing Systems , pp. 381-386
    • Cole, W.G.1
  • 16
    • 0024935472 scopus 로고
    • Graphic representation can lead to fast and accurate bayesian reasoning
    • W. G. Cole and J. E. Davidson. Graphic Representation Can Lead To Fast and Accurate Bayesian Reasoning. In Symp Computer Application in Medical Care, pages 227-231, 1989.
    • (1989) Symp Computer Application in Medical Care , pp. 227-231
    • Cole, W.G.1    Davidson, J.E.2
  • 18
    • 0042123195 scopus 로고    scopus 로고
    • Are humans good intuitive statisticians after all? Rethinking some conclusions from the literature on judgment under uncertainty
    • L. Cosmides and J. Tooby. Are humans good intuitive statisticians after all? Rethinking some conclusions from the literature on judgment under uncertainty. Cognition, 58(1), 1996.
    • (1996) Cognition , vol.58 , pp. 1
    • Cosmides, L.1    Tooby, J.2
  • 20
    • 42549156667 scopus 로고    scopus 로고
    • Risk communication formats for low probability events: An exploratory study of patient preferences
    • J. G. Dolan and S. Iadarola. Risk communication formats for low probability events: an exploratory study of patient preferences. BMC Medical Informatics and Decision Making, 8(14):14, 2008.
    • (2008) BMC Medical Informatics and Decision Making , vol.8 , Issue.14 , pp. 14
    • Dolan, J.G.1    Iadarola, S.2
  • 23
    • 35148855629 scopus 로고    scopus 로고
    • Measuring numeracy without a math test: Development of the subjective numeracy scale
    • DOI 10.1177/0272989X07304449
    • A. Fagerlin, B. J. Zikmund-Fisher, P. A. Ubel, A. Jankovic, H. A. Derry, and D. M. Smith. Measuring numeracy without a math test: development of the Subjective Numeracy Scale. Medical Decision Making, 27(5):672- 80, 2007. (Pubitemid 47547594)
    • (2007) Medical Decision Making , vol.27 , Issue.5 , pp. 672-680
    • Fagerlin, A.1    Zikmund-Fisher, B.J.2    Ubel, P.A.3    Jankovic, A.4    Derry, H.A.5    Smith, D.M.6
  • 24
    • 64249118311 scopus 로고    scopus 로고
    • Using icon arrays to communicate medical risks: Overcoming low numeracy
    • M. Galesic, R. Garcia-Retamero, and G. Gigerenzer. Using Icon Arrays to Communicate Medical Risks: Overcoming Low Numeracy. Health Psychology, 28(2):210-216, 2009.
    • (2009) Health Psychology , vol.28 , Issue.2 , pp. 210-216
    • Galesic, M.1    Garcia-Retamero, R.2    Gigerenzer, G.3
  • 27
    • 11944267218 scopus 로고
    • How to improve bayesian reasoning without instruction: Frequency formats
    • G. Gigerenzer and U. Hoffrage. How to Improve Bayesian Reasoning Without Instruction: Frequency Formats. Psychological Review, 102(4):684-704, 1995.
    • (1995) Psychological Review , vol.102 , Issue.4 , pp. 684-704
    • Gigerenzer, G.1    Hoffrage, U.2
  • 28
    • 0035214933 scopus 로고    scopus 로고
    • Solving probabilistic and statistical problems: A matter of information structure and question form
    • V. Girotto and M. Gonzalez. Solving probabilistic and statistical problems: a matter of information structure and question form. Cognition, 78(3):247-276, 2001.
    • (2001) Cognition , vol.78 , Issue.3 , pp. 247-276
    • Girotto, V.1    Gonzalez, M.2
  • 29
    • 0029051510 scopus 로고
    • When batterer turns murderer
    • I. J. Good. When batterer turns murderer. Nature, 375(6532):541, 1995.
    • (1995) Nature , vol.375 , Issue.6532 , pp. 541
    • Good, I.J.1
  • 30
    • 77953992027 scopus 로고    scopus 로고
    • Crowdsourcing graphical perception: Using mechanical turk to assess visualization design
    • J. Heer and M. Bostock. Crowdsourcing Graphical Perception: Using Mechanical Turk to Assess Visualization Design. In ACM Conf Human Factors in Computing Systems, pages 203-212, 2010.
    • (2010) ACM Conf Human Factors in Computing Systems , pp. 203-212
    • Heer, J.1    Bostock, M.2
  • 31
    • 35148864213 scopus 로고    scopus 로고
    • How to improve the diagnostic inferences of medical experts
    • U. Hoffrage and G. Gigerenzer. How to Improve the Diagnostic Inferences of Medical Experts. Experts in Science and Society, pages 249- 268, 2004.
    • (2004) Experts in Science and Society , pp. 249-268
    • Hoffrage, U.1    Gigerenzer, G.2
  • 32
    • 0034704224 scopus 로고    scopus 로고
    • Medicine: Communicating statistical information
    • U. Hoffrage, S. Lindsey, R. Hertwig, and G. Gigerenzer. Medicine: Communicating statistical information. Science, 290(5500):2261-2262, 2000.
    • (2000) Science , vol.290 , Issue.5500 , pp. 2261-2262
    • Hoffrage, U.1    Lindsey, S.2    Hertwig, R.3    Gigerenzer, G.4
  • 35
    • 38149003076 scopus 로고    scopus 로고
    • Facilitating conditional probability problems with visuals
    • V. Kellen, S. Chan, and X. Fang. Facilitating conditional probability problems with visuals. In Conf Human-Computer Interaction, pages 63-71, 2007.
    • (2007) Conf Human-Computer Interaction , pp. 63-71
    • Kellen, V.1    Chan, S.2    Fang, X.3
  • 38
    • 84867832423 scopus 로고    scopus 로고
    • Drawing area-proportional venn-3 diagrams using ellipses
    • School of Computing, University of Kent, UK
    • L. Micallef and P. Rodgers. Drawing Area-Proportional Venn-3 Diagrams Using Ellipses. Technical Report TR-3-11, School of Computing, University of Kent, UK, 2011. http://www.eulerdiagrams.org/eulerAPE.
    • (2011) Technical Report TR-3-11
    • Micallef, L.1    Rodgers, P.2
  • 39
    • 44849128311 scopus 로고    scopus 로고
    • The good-subject effect: Investigating participant demand characteristics
    • A. L. Nichols and J. K. Maner. The good-subject effect: investigating participant demand characteristics. General Psychology, 135(2):151-165, 2008.
    • (2008) General Psychology , vol.135 , Issue.2 , pp. 151-165
    • Nichols, A.L.1    Maner, J.K.2
  • 41
    • 0013933253 scopus 로고
    • Unwanted asymmetrical transfer effects with balanced experimental designs
    • E. C. Poulton and P. R. Freeman. Unwanted asymmetrical transfer effects with balanced experimental designs. Psychological Bulletin, 66(1):1-8, 1966.
    • (1966) Psychological Bulletin , vol.66 , Issue.1 , pp. 1-8
    • Poulton, E.C.1    Freeman, P.R.2
  • 42
    • 35748939710 scopus 로고    scopus 로고
    • Communicating risk information: The influence of graphical display format on quantitative information perception-Accuracy, comprehension and preferences
    • DOI 10.1016/j.pec.2007.08.006, PII S0738399107003114
    • M. Price, R. Cameron, and P. Butow. Communicating risk information: the influence of graphical display format on quantitative information perception-accuracy, comprehension and preferences. Patient Education and Counseling, 69(1-3):121-128, 2007. (Pubitemid 350051682)
    • (2007) Patient Education and Counseling , vol.69 , Issue.1-3 , pp. 121-128
    • Price, M.1    Cameron, R.2    Butow, P.3
  • 47
    • 0030194684 scopus 로고    scopus 로고
    • The processing-speed theory of adult age differences in cognition
    • T. A. Salthouse. The processing-speed theory of adult age differences in cognition. Psychological Review, 103(3):403-428, 1996. (Pubitemid 126432206)
    • (1996) Psychological Review , vol.103 , Issue.3 , pp. 403-428
    • Salthouse, T.A.1
  • 48
    • 85047684733 scopus 로고    scopus 로고
    • Teaching Bayesian reasoning in less than two hours
    • DOI 10.1037//0096-3445.130.3.380
    • P. Sedlmeier and G. Gigerenzer. Teaching Bayesian reasoning in less than two hours. Experimental Psychology General, 130(3):380-400, 2001. (Pubitemid 33597700)
    • (2001) Journal of Experimental Psychology: General , vol.130 , Issue.3 , pp. 380-400
    • Sedlmeier, P.1    Gigerenzer, G.2
  • 51
    • 0000158211 scopus 로고    scopus 로고
    • Effects of numerical and graphical displays on professed risk-taking behavior
    • E. R. Stone, J. F. Yates, and A. M. Parker. Effects of numerical and graphical displays on professed risk-taking behavior. Experimental Psychology Applied, 3(4), 1997.
    • (1997) Experimental Psychology Applied , vol.3 , pp. 4
    • Stone, E.R.1    Yates, J.F.2    Parker, A.M.3
  • 52
    • 44349105061 scopus 로고    scopus 로고
    • The wisdom of crowds
    • J. Surowiecki. The Wisdom of Crowds. Anchor, 2005.
    • (2005) Anchor
    • Surowiecki, J.1
  • 56
    • 83855162851 scopus 로고    scopus 로고
    • Exact and approximate area-proportional circular venn and euler diagrams
    • L. Wilkinson. Exact and Approximate Area-proportional Circular Venn and Euler Diagrams. IEEE Transactions on Visualization and Computer Graphics, 18(2):321-331, 2011.
    • (2011) IEEE Transactions on Visualization and Computer Graphics , vol.182 , pp. 321-331
    • Wilkinson, L.1
  • 57
    • 0038305828 scopus 로고    scopus 로고
    • Facilitating normative judgments of conditional probability: Frequency or nested sets?
    • DOI 10.1026//1618-3169.50.2.97
    • K. Yamagishi. Facilitating normative judgments of conditional probability: frequency or nested sets? Experimental Psychology, 50(2):97-106, 2003. (Pubitemid 38355429)
    • (2003) Experimental Psychology , vol.50 , Issue.2 , pp. 97-106
    • Yamagishi, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.