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Volumn 21, Issue 1, 2014, Pages

Understand users' comprehension and preferences for composing information visualizations

Author keywords

Chart comprehension; Cognitive semantics; Crowdsourcing; User preference; Visual taxonomy; Visualization composition

Indexed keywords

DATA VISUALIZATION; TAXONOMIES;

EID: 84896998278     PISSN: 10730516     EISSN: 15577325     Source Type: Journal    
DOI: 10.1145/2541288     Document Type: Article
Times cited : (25)

References (87)
  • 3
    • 33846958073 scopus 로고    scopus 로고
    • Low-level components of analytic activity in information visualization
    • R. Amar, J. Eagan, and J. Stasko. 2005. Low-level components of analytic activity in information visualization. In InfoVis.
    • (2005) InfoVis
    • Amar, R.1    Eagan, J.2    Stasko, J.3
  • 4
    • 0002339335 scopus 로고
    • Graphs in statistical analysis
    • F. J. Anscombe. 1973. Graphs in statistical analysis. American Statistician 27, 17-21.
    • (1973) American Statistician , vol.27 , pp. 17-21
    • Anscombe, F.J.1
  • 7
    • 84864517335 scopus 로고    scopus 로고
    • Evaluating online labor markets for experimental research: Amazon.com's Mechanical Turk
    • (R. M. Alvarez, ed.). DOI:http://dx.doi.org/10.1093/pan/mpr057
    • A. J. Berinsky, G. A. Huber, and G. S. Lenz. 2012. Evaluating online labor markets for experimental research: Amazon.com's Mechanical Turk. Political Analysis (R. M. Alvarez, ed.). DOI:http://dx.doi.org/10.1093/pan/mpr057
    • (2012) Political Analysis
    • Berinsky, A.J.1    Huber, G.A.2    Lenz, G.S.3
  • 8
    • 0003528071 scopus 로고
    • (W. J. Berg, trans.). University of Wisconsin Press, Madison, WI
    • J. Bertin. 1983. Semiology of Graphics (W. J. Berg, trans.). University of Wisconsin Press, Madison, WI.
    • (1983) Semiology of Graphics
    • Bertin, J.1
  • 9
    • 0039917803 scopus 로고    scopus 로고
    • Gender and environmentalism: Results from the 1993 general social survey
    • T. J. Blocker and D. L. Eckberg. 1997. Gender and environmentalism: Results from the 1993 general social survey. Social Science Quarterly 78, 841-858.
    • (1997) Social Science Quarterly , vol.78 , pp. 841-858
    • Blocker, T.J.1    Eckberg, D.L.2
  • 10
    • 71749101644 scopus 로고    scopus 로고
    • Effects of knowledge and display design on comprehension of complex graphics
    • DOIhttp//dxdoiorg/101016/jlearninstruc 2009.02.014
    • M. Canham and M. Hegarty. 2010. Effects of knowledge and display design on comprehension of complex graphics. Learning and Instruction 20, 2, 155-166. DOI:http://dx.doi.org/10.1016/j.learninstruc. 2009.02.014
    • (2010) Learning and Instruction , vol.20 , Issue.2 , pp. 155-166
    • Canham, M.1    Hegarty, M.2
  • 11
    • 0001841634 scopus 로고    scopus 로고
    • A model of the perceptual and conceptual processes in graph comprehension
    • 1998
    • P. A. Carpenter and P. Shah. 1998. A model of the perceptual and conceptual processes in graph comprehension. Journal of Experimental Psychology: Applied 4, 2 (1998), 75.
    • (1998) Journal of Experimental Psychology: Applied , vol.4 , Issue.2 , pp. 75
    • Carpenter, P.A.1    Shah, P.2
  • 12
    • 0026135255 scopus 로고
    • Task-analytic approach to the automated design of graphic presentations
    • 1991
    • S. M. Casner. 1991. Task-analytic approach to the automated design of graphic presentations. ACM Transactions on Graphics 10, 2 (1991), 111-151.
    • (1991) ACM Transactions on Graphics , vol.10 , Issue.2 , pp. 111-151
    • Casner, S.M.1
  • 13
    • 0034317218 scopus 로고    scopus 로고
    • Empirical evaluation of information visualizations: An introduction
    • DOI 10.1006/ijhc.2000.0421
    • C. Chen and M. Czerwinski. 2000. Empirical evaluation of information visualization: An introduction. International Journal of Human-Computer Studies 53, 5 (2000), 631-635. (Pubitemid 32032814)
    • (2000) International Journal of Human Computer Studies , vol.53 , Issue.5 , pp. 631-635
    • Chen, C.1    Czerwinski, M.P.2
  • 14
    • 0030417794 scopus 로고    scopus 로고
    • On the semantics of interactive visualizations
    • M. Chuah and S. Roth. 1996. On the semantics of interactive visualizations. In IEEE InfoVis'96. 29-36.
    • (1996) IEEE InfoVis'96. , pp. 29-36
    • Chuah, M.1    Roth, S.2
  • 15
    • 0022266952 scopus 로고
    • Graphical perception and graphical methods for analyzing scientific data
    • W. Cleveland and R. McGill. 1985. Graphical perception and graphical methods for analyzing scientific data. Science 229, 828-833.
    • (1985) Science , vol.229 , pp. 828-833
    • Cleveland, W.1    McGill, R.2
  • 16
    • 35948941524 scopus 로고    scopus 로고
    • VisLink: Revealing relationships amongst visualizations
    • DOI 10.1109/TVCG.2007.70521
    • C. Collins and S. Carpendale. 2007. VisLink: Revealing relationships amongst visualizations. IEEE Transactions on Visualization and Computer Graphics 13, 6 (2007), 1192-1199. (Pubitemid 350076589)
    • (2007) IEEE Transactions on Visualization and Computer Graphics , vol.13 , Issue.6 , pp. 1192-1199
    • Collins, C.1    Carpendale, S.2
  • 19
    • 0042681014 scopus 로고
    • Elementary and Middle School Activities. National Council of Teachers of Mathematics
    • F. R. Curcio. 1989. Developing Graph Comprehension. Elementary and Middle School Activities. National Council of Teachers of Mathematics.
    • (1989) Developing Graph Comprehension
    • Curcio, F.R.1
  • 20
    • 57649200428 scopus 로고    scopus 로고
    • Your place or mine: Visualization as a community component
    • C. Danis, F. Viegas, M. Wattenberg, and J. Kris. 2008. Your place or mine: Visualization as a community component. In CHI'08. 275-284.
    • (2008) CHI'08. , pp. 275-284
    • Danis, C.1    Viegas, F.2    Wattenberg, M.3    Kris, J.4
  • 21
    • 84985765969 scopus 로고
    • Computer graphics as decision aids: Directions for research
    • G. DeSanctis. 1984. Computer graphics as decision aids: Directions for research. Decision Sciences 15, 463-487.
    • (1984) Decision Sciences , vol.15 , pp. 463-487
    • DeSanctis, G.1
  • 23
    • 84930394008 scopus 로고
    • When bigger is not better: Family size, parental resources, and children's educational performance
    • D. Downey. 1995. When bigger is not better: Family size, parental resources, and children's educational performance. American Sociological Review 60, 746-761.
    • (1995) American Sociological Review , vol.60 , pp. 746-761
    • Downey, D.1
  • 25
    • 0007040277 scopus 로고    scopus 로고
    • World-system position, tropical climate, national development, and infant mortality: A cross-national analysis of 86 countries
    • H. D. Fain, E. L. Kick, B. L. Davis, and T. J. Burns. 1997. World-system position, tropical climate, national development, and infant mortality: A cross-national analysis of 86 countries. Human Ecology Review 3, 197-203.
    • (1997) Human Ecology Review , vol.3 , pp. 197-203
    • Fain, H.D.1    Kick, E.L.2    Davis, B.L.3    Burns, T.J.4
  • 28
    • 0000709321 scopus 로고
    • Frames and the semantics of understanding
    • 1985
    • C. J. Fillmore. 1985. Frames and the semantics of understanding. Quaderni di Semantica 6, 2 (1985), 222-254.
    • (1985) Quaderni di Semantica , vol.6 , Issue.2 , pp. 222-254
    • Fillmore, C.J.1
  • 29
    • 3242740478 scopus 로고    scopus 로고
    • Obesity relationships with community design, physical activity, and time spent in cars
    • DOI 10.1016/j.amepre.2004.04.011, PII S074937970400087X
    • L. Frank, M. Andresen, and T. Schmid. 2004. Obesity relationships with community design, physical activity, and time spent in cars. American Journal of Preventive Medicine 27, 87-96. (Pubitemid 38942937)
    • (2004) American Journal of Preventive Medicine , vol.27 , Issue.2 , pp. 87-96
    • Frank, L.D.1    Andresen, M.A.2    Schmid, T.L.3
  • 30
    • 84944811700 scopus 로고
    • The use of ranks to avoid the assumption of normality implicit in the analysis of variance
    • M. Friedman. 1937. The use of ranks to avoid the assumption of normality implicit in the analysis of variance. Journal of the American Statistical Association 32, 675-701.
    • (1937) Journal of the American Statistical Association , vol.32 , pp. 675-701
    • Friedman, M.1
  • 31
    • 0035529645 scopus 로고    scopus 로고
    • Making Sense of Graphs: Critical Factors Influencing Comprehension and Instructional Implications
    • S. N. Friel, F. R. Curcio, and G. W. Bright. 2001. Making sense of graphs: Critical factors influencing comprehension and instructional implications. Journal for Research in Mathematics Education 124-158. (Pubitemid 33246388)
    • (2001) Journal for Research in Mathematics Education , vol.32 , Issue.2 , pp. 124-158
    • Friel, S.N.1    Curcio, F.R.2    Bright, G.W.3
  • 35
    • 77953873863 scopus 로고    scopus 로고
    • Behavior-driven visualization recommendation
    • D. Gotz and Z. Wen. 2009. Behavior-driven visualization recommendation. In IUI.
    • (2009) IUI
    • Gotz, D.1    Wen, Z.2
  • 36
    • 84943817322 scopus 로고
    • Error detecting and error correcting codes
    • R. W. Hamming. 1950. Error detecting and error correcting codes. Bell System Technical Journal 29, 2, 147-160.
    • (1950) Bell System Technical Journal , vol.29 , Issue.2 , pp. 147-160
    • Hamming, R.W.1
  • 37
    • 34250756132 scopus 로고    scopus 로고
    • Answering the call for a standard reliability measure for coding data
    • 2007
    • A. F. Hayes and K. Krippendorff. 2007. Answering the call for a standard reliability measure for coding data. Communication Methods and Measures 1, 1 (2007), 77-89.
    • (2007) Communication Methods and Measures , vol.1 , Issue.1 , pp. 77-89
    • Hayes, A.F.1    Krippendorff, K.2
  • 38
    • 35348872071 scopus 로고    scopus 로고
    • Voyagers and voyeurs: Supporting asynchronous collaborative information visualization
    • J. Heer, F. B. Viegas, andM.Wattenberg. 2007. Voyagers and voyeurs: Supporting asynchronous collaborative information visualization. In CHI.
    • (2007) CHI
    • Heer, J.1    Viegas, F.B.2    Wattenberg, M.3
  • 39
    • 77953992027 scopus 로고    scopus 로고
    • Crowdsourcing graphical perception: Using Mechanical Turk to assess visualization design
    • J. Heer and M. Bostock. 2010. Crowdsourcing graphical perception: Using Mechanical Turk to assess visualization design. In CHI'10. 203-212.
    • (2010) CHI'10 , pp. 203-212
    • Heer, J.1    Bostock, M.2
  • 40
    • 84892463502 scopus 로고    scopus 로고
    • Sizing the horizon: The effects of chart size and layering on the graphical perception of time series visualizations
    • J. Heer, N. Kong, and M. Agrawala. 2009. Sizing the horizon: The effects of chart size and layering on the graphical perception of time series visualizations. In CHI'09. 1203-1312.
    • (2009) CHI'09 , pp. 1203-1312
    • Heer, J.1    Kong, N.2    Agrawala, M.3
  • 47
    • 0000691960 scopus 로고    scopus 로고
    • A study on the improved tanker structure against collision and grounding damage
    • O. Kitamura, T. Kuroiwa, Y. Kawamoto, and E. Kaneko. 1998. A study on the improved tanker structure against collision and grounding damage. In PRADS.
    • (1998) PRADS
    • Kitamura, O.1    Kuroiwa, T.2    Kawamoto, Y.3    Kaneko, E.4
  • 48
  • 49
    • 85026077659 scopus 로고    scopus 로고
    • Metonymy: Developing a cognitive linguistic view
    • Z. Kovecses and G. Radden. 1998. Metonymy: Developing a cognitive linguistic view. Cognitive Linguistics 9, 37-78.
    • (1998) Cognitive Linguistics , vol.9 , pp. 37-78
    • Kovecses, Z.1    Radden, G.2
  • 53
    • 0022700207 scopus 로고
    • Automating the design of graphical presentations of relational information
    • DOI 10.1145/22949.22950
    • J. Mackinlay. 1986. Automating the design of graphical presentations of relational information. ACM Transactions on Graphics 5, 2, 110-141. (Pubitemid 17606818)
    • (1986) ACM Transactions on Graphics , vol.5 , Issue.2 , pp. 110-141
    • Mackinlay, J.1
  • 56
    • 84862107599 scopus 로고    scopus 로고
    • Understanding the verbal language and structure of end-user descriptions of data visualizations
    • R. Metoyer, B. Lee, N. H. Riche, and M. Czerwinski. 2012. Understanding the verbal language and structure of end-user descriptions of data visualizations. In CHI'12.
    • (2012) CHI'12
    • Metoyer, R.1    Lee, B.2    Riche, N.H.3    Czerwinski, M.4
  • 57
    • 84896909697 scopus 로고    scopus 로고
    • National Center for Health Statistics. 2000. National Health Interview Survey
    • National Center for Health Statistics. 2000. National Health Interview Survey.
  • 58
    • 84896975499 scopus 로고    scopus 로고
    • National Opinion Research Center. 1991. General Social Survey 1991 [United States]
    • National Opinion Research Center. 1991. General Social Survey 1991 [United States].
  • 59
    • 84896989929 scopus 로고    scopus 로고
    • National Opinion Research Center. 1993. General Social Survey 1993 [United States]
    • National Opinion Research Center. 1993. General Social Survey 1993 [United States].
  • 60
    • 33744974337 scopus 로고    scopus 로고
    • Toward measuring visualization insight
    • DOI 10.1109/MCG.2006.70
    • C. North. 2006. Visualization viewpoints: Toward measuring visualization insight. IEEE Computer Graphic and Application 26, 3 (2006), 6-9. (Pubitemid 46404978)
    • (2006) IEEE Computer Graphics and Applications , vol.26 , Issue.3 , pp. 6-9
    • North, C.1
  • 62
    • 84898381709 scopus 로고    scopus 로고
    • Retrieved from
    • H. Rosling. 2009. Homepage. Retrieved from www.gapminder.org.
    • (2009) Homepage
    • Rosling, H.1
  • 63
    • 0030702551 scopus 로고    scopus 로고
    • Toward an information visualization workspace: Combining multiple means of expression
    • S. F. Roth, M. C. Chuah, S. Kerpedjiev, J. Kolojejchick, and P. Lucas. 1997. Toward an information visualization workspace: Combining multiple means of expression. International Journal of Human-Computer Interaction 12, 1 (1997), 131-185. (Pubitemid 127714575)
    • (1997) Human-Computer Interaction , vol.12 , Issue.1-2 , pp. 131-185
    • Roth, S.F.1    Chuah, M.C.2    Kerpedjiev, S.3    Kolojejchick, J.A.4    Lucas, P.5
  • 64
    • 84896921454 scopus 로고
    • Automating the presentation of information
    • 1990. The VARCLUS Procedure
    • S. F. Roth and J. Mattis. 1991. Automating the presentation of information. In AAAI. W. S. Sarle. 1990. The VARCLUS Procedure.
    • (1991) AAAI. W. S. Sarle.
    • Roth, S.F.1    Mattis, J.2
  • 65
    • 79960226442 scopus 로고    scopus 로고
    • Bar and line graph comprehension: An interaction of top-down and bottom-up processes
    • 2011
    • P. Shah and E. G. Freedman. 2011. Bar and line graph comprehension: An interaction of top-down and bottom-up processes. Topics in Cognitive Science 3, 3 (2011), 560-578.
    • (2011) Topics in Cognitive Science , vol.3 , Issue.3 , pp. 560-578
    • Shah, P.1    Freedman, E.G.2
  • 67
    • 0033263070 scopus 로고    scopus 로고
    • Graphs as aids to knowledge construction: Signaling techniques for guiding the process of graph comprehension
    • 1999
    • P. Shah, R. E. Mayer, and M. Hegarty. 1999. Graphs as aids to knowledge construction: Signaling techniques for guiding the process of graph comprehension. Journal of Educational Psychology 91, 4 (1999), 690.
    • (1999) Journal of Educational Psychology , vol.91 , Issue.4 , pp. 690
    • Shah, P.1    Mayer, R.E.2    Hegarty, M.3
  • 68
    • 0029725135 scopus 로고    scopus 로고
    • The eyes have it: A task by data type taxonomy of information visualizations
    • B. Shneiderman. 1996. The eyes have it: A task by data type taxonomy of information visualizations. In IEEE Visual Languages'96. 336-343.
    • (1996) IEEE Visual Languages'96. , pp. 336-343
    • Shneiderman, B.1
  • 70
    • 0034317981 scopus 로고    scopus 로고
    • Evaluation of space-filling information visualizations for depicting hierarchical structures
    • DOI 10.1006/ijhc.2000.0420
    • J. Stasko, R. Catrambone, M. Guzdial, and K. Mcdonald. 2000. An evaluation of space-filling information visualizations for depicting hierarchical structures. International Journal of Human-Computer Studies 53, 5 (2000), 663-694. (Pubitemid 32032816)
    • (2000) International Journal of Human Computer Studies , vol.53 , Issue.5 , pp. 663-694
    • Stasko, J.1    Catrambone, R.2    Guzdial, M.3    Mcdonald, K.4
  • 74
    • 84896981660 scopus 로고    scopus 로고
    • United Nations. 1995. World Economic and Social Survey 1995
    • United Nations. 1995. World Economic and Social Survey 1995.
  • 76
    • 54949115908 scopus 로고    scopus 로고
    • Evaluating the use of data transformation for information visualization
    • 2008
    • Z. Wen and M. Zhou. 2008a. Evaluating the use of data transformation for information visualization. IEEE Transactions on Visualization and Computer Graphics 14, 6 (2008), 1309-1316.
    • (2008) IEEE Transactions on Visualization and Computer Graphics , vol.14 , Issue.6 , pp. 1309-1316
    • Wen, Z.1    Zhou, M.2
  • 77
    • 57349172101 scopus 로고    scopus 로고
    • An optimization-based approach to dynamic data transformation for smart visualization
    • Z. Wen and M. X. Zhou. 2008b. An optimization-based approach to dynamic data transformation for smart visualization. In IUI'08. 70-79.
    • (2008) IUI'08 , pp. 70-79
    • Wen, Z.1    Zhou, M.X.2
  • 78
    • 33749394405 scopus 로고    scopus 로고
    • An optimization-based approach to dynamic visual context management
    • Z. Wen, M. X. Zhou, and V. Aggarwal. 2005. An optimization-based approach to dynamic visual context management. In InfoVis. 25-32.
    • (2005) InfoVis , pp. 25-32
    • Wen, Z.1    Zhou, M.X.2    Aggarwal, V.3
  • 82
    • 84973520403 scopus 로고    scopus 로고
    • The grammar of graphics
    • (J. E. Gentle, W. K. H?ardle, and Y. Mori, eds.). Berlin/Heidelberg: Springer
    • L. Wilkinson. 2012. The grammar of graphics. In Handbook of Computation Statistics (J. E. Gentle, W. K. H?ardle, and Y. Mori, eds.). Berlin/Heidelberg: Springer, 375-414.
    • (2012) Handbook of Computation Statistics , pp. 375-414
    • Wilkinson, L.1
  • 83
    • 0021493615 scopus 로고
    • Visual momentum: A concept to improve the cognitive coupling of person and computer
    • D. Woods. 1984. Visual momentum: A concept to improve the cognitive coupling of person and computer. International Journal of Man-Machine Studies 21, 229-244. (Pubitemid 15103089)
    • (1984) International Journal of Man-Machine Studies , vol.21 , Issue.3 , pp. 229-244
    • Woods, D.D.1
  • 84
    • 20344367654 scopus 로고    scopus 로고
    • Automated generation of graphic sketches by examples
    • M. Zhou and M. Chen. 2003. Automated generation of graphic sketches by examples. In IJCAI.
    • (2003) IJCAI
    • Zhou, M.1    Chen, M.2
  • 85
    • 0030407339 scopus 로고    scopus 로고
    • Data characterization for automatically visualizing heterogeneous information
    • M. X. Zhou and S. K. Feiner. 1996. Data characterization for automatically visualizing heterogeneous information. In IEEE Information Visualization '96. 13-20.
    • (1996) IEEE Information Visualization '96. , pp. 13-20
    • Zhou, M.X.1    Feiner, S.K.2
  • 86
    • 0031641841 scopus 로고    scopus 로고
    • Visual task characterization for automated visual discourse synthesis
    • M. X. Zhou and S. K. Feiner. 1998. Visual task characterization for automated visual discourse synthesis. In CHI.
    • (1998) CHI
    • Zhou, M.X.1    Feiner, S.K.2


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