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Volumn 19, Issue 12, 2013, Pages 2818-2827

A systematic review on the practice of evaluating visualization

Author keywords

Evaluation; information visualization; scientific visualization; systematic review; validation; visualization

Indexed keywords

ALGORITHM PERFORMANCE; EVALUATION; HISTORIC DEVELOPMENT; INFORMATION VISUALIZATION; REASONING CAPABILITIES; REQUIREMENTS ANALYSIS; SYSTEMATIC REVIEW; VALIDATION;

EID: 84886683579     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2013.126     Document Type: Article
Times cited : (306)

References (74)
  • 1
    • 44649125410 scopus 로고    scopus 로고
    • Using visual design experts in critique-based evaluation of 2D vector visualization methods
    • DOI 10.1109/TVCG.2008.29, 4445665
    • D. Acevedo, C. D. Jackson, F. Drury, and D. H. Laidlaw. Using visual design experts in critique-based evaluation of 2D vector visualization methods. IEEE Transactions on Visualization and Computer Graphics, 14(4):877-884, July/Aug. 2008. doi10.1109/TVCG.2008.29 (Pubitemid 351780213)
    • (2008) IEEE Transactions on Visualization and Computer Graphics , vol.14 , Issue.4 , pp. 877-884
    • Acevedo, D.1    Jackson, C.D.2    Drury, F.3    Laidlaw, D.H.4
  • 2
    • 84867489001 scopus 로고    scopus 로고
    • Human computation in visualization: Using purpose driven games for robust evaluation of visualization algorithms
    • Dec doi10.1109/TVCG.2012.234
    • N. Ahmed, Z. Zheng, and K. Mueller. Human computation in visualization: Using purpose driven games for robust evaluation of visualization algorithms. IEEE Transactions on Visualization and Computer Graphics (Proc. SciVis), 18(12):2104-2113, Dec. 2012. doi10.1109/TVCG.2012.234
    • (2012) IEEE Transactions on Visualization and Computer Graphics (Proc. SciVis) , vol.18 , Issue.12 , pp. 2104-2113
    • Ahmed, N.1    Zheng, Z.2    Mueller, K.3
  • 4
    • 4344712048 scopus 로고    scopus 로고
    • Verification and validation in computational engineering and science: Basic concepts
    • DOI 10.1016/j.cma.2004.03.002, PII S0045782504001781
    • I. Babuska and J. T. Oden. Verification and validation in computational engineering and science:Basic concepts. ComputerMethods inAppliedMechanics and Engineering, 193(36-38):4057-4066, 2004. doi10.1016/j.cma.2004.03.002 (Pubitemid 39142612)
    • (2004) Computer Methods in Applied Mechanics and Engineering , vol.193 , Issue.36-38 , pp. 4057-4066
    • Babuska, I.1    Oden, J.T.2
  • 7
    • 79958093237 scopus 로고    scopus 로고
    • Into the wild: Challenges and opportunities for field trial methods
    • ACM, New York doi10.1145/1978942.1979185
    • B. Brown, S. Reeves, and S. Sherwood. Into the wild: Challenges and opportunities for field trial methods. In Proc. CHI, pp. 1657-1666. ACM, New York, 2011. doi10.1145/1978942.1979185
    • (2011) Proc. CHI , pp. 1657-1666
    • Brown, B.1    Reeves, S.2    Sherwood, S.3
  • 9
    • 50549104903 scopus 로고    scopus 로고
    • Evaluating information visualizations
    • of LNCS Springer, Berlin doi10.1007/978-3-540-70956-5.2
    • S. Carpendale. Evaluating information visualizations. In Information Visualization: Human-Centered Issues and Perspectives, volume 4950 of LNCS, pp. 19-45. Springer, Berlin, 2008. doi10.1007/978-3-540-70956-5 2
    • (2008) Information Visualization: Human-Centered Issues and Perspectives , vol.4950 , pp. 19-45
    • Carpendale, S.1
  • 10
    • 0034317218 scopus 로고    scopus 로고
    • Empirical evaluation of information visualizations: An introduction
    • DOI 10.1006/ijhc.2000.0421
    • C. Chen and M. P. Czerwinski. Empirical evaluation of information visualizations: An introduction. International Journal of Human-Computer Studies, 53(5):631-635, Nov. 2000. doi10.1006/ijhc.2000.0421 (Pubitemid 32032814)
    • (2000) International Journal of Human Computer Studies , vol.53 , Issue.5 , pp. 631-635
    • Chen, C.1    Czerwinski, M.P.2
  • 11
    • 0034316833 scopus 로고    scopus 로고
    • Empirical studies of information visualization: A meta-analysis
    • DOI 10.1006/ijhc.2000.0422
    • C. Chen and Y. Yu. Empirical studies of information visualization: A metaanalysis. International Journal of Human-Computer Studies, 53(5):851-866, Nov. 2000. doi10.1006/ijhc.2000.0422 (Pubitemid 32032824)
    • (2000) International Journal of Human Computer Studies , vol.53 , Issue.5 , pp. 851-866
    • Chen, C.1    Yu, Y.2
  • 12
    • 0039802908 scopus 로고
    • The earth is round (P.05)
    • Dec doi10.1037/0003-066X.49.12.997
    • J. Cohen. The earth is round (p10.1037/0003-066X.49.12.997
    • (1994) American Psychologist , vol.49 , Issue.12 , pp. 997-1003
    • Cohen, J.1
  • 14
    • 84862081069 scopus 로고    scopus 로고
    • Yours is better!": Participant response bias in HCI
    • ACM, New York doi10.1145/2208516.2208589
    • N. Dell, V. Vaidyanathan, I. Medhi, E. Cutrell, and W. Thies. "Yours is better!": Participant response bias in HCI. In Proc. CHI, pp. 1321-1330. ACM, New York, 2012. doi10.1145/2208516.2208589
    • (2012) Proc. CHI , pp. 1321-1330
    • Dell, N.1    Vaidyanathan, V.2    Medhi, I.3    Cutrell, E.4    Thies, W.5
  • 15
    • 77956633623 scopus 로고    scopus 로고
    • An invitation to reproducible computational research
    • July doi10.1093/biostatistics/kxq028
    • D. L. Donoho. An invitation to reproducible computational research. Biostatistics, 11(3):385-388, July 2010. doi10.1093/biostatistics/kxq028
    • (2010) Biostatistics , vol.11 , Issue.3 , pp. 385-388
    • Donoho, D.L.1
  • 19
    • 78449306771 scopus 로고    scopus 로고
    • A guide to scientific evaluation in information visualization
    • IEEE Computer Society, Los Alamitos doi10.1109/IV.2010.33
    • C. Forsell. A guide to scientific evaluation in information visualization. In Proc. Information Visualization, pp. 162-169. IEEE Computer Society, Los Alamitos, 2010. doi10.1109/IV.2010.33
    • (2010) Proc. Information Visualization , pp. 162-169
    • Forsell, C.1
  • 20
    • 84874882497 scopus 로고    scopus 로고
    • Why ask why considering motivation in visualization evaluation
    • ACM, New York doi10.1145/2442576.2442586
    • M. Gleicher. Why ask why Considering motivation in visualization evaluation. In Proc. BELIV, pp. 10:1-10:3. ACM, New York, 2012. doi 10.1145/2442576.2442586
    • (2012) Proc. BELIV , pp. 101-103
    • Gleicher, M.1
  • 22
    • 34848925195 scopus 로고    scopus 로고
    • Writing narrative literature reviews for peer-reviewed journals: Secrets of the trade
    • Fall doi10.1016/S0899-3467(07)60142-6
    • B. N. Green, C. D. Johnson, and A. Adams. Writing narrative literature reviews for peer-reviewed journals: Secrets of the trade. Journal of Chiropractic Medicine, 5(3):101-117, Fall 2006. doi10.1016/S0899-3467(07)60142-6
    • (2006) Journal of Chiropractic Medicine , vol.5 , Issue.3 , pp. 101-117
    • Green, B.N.1    Johnson, C.D.2    Adams, A.3
  • 23
    • 57649187364 scopus 로고    scopus 로고
    • Usability evaluation considered harmful (some of the time)
    • ACM, New York doi10.1145/1357054.1357074
    • S. Greenberg and B. Buxton. Usability evaluation considered harmful (some of the time). In Proc. CHI, pp. 111-120. ACM, New York, 2008. doi10.1145/1357054.1357074
    • (2008) Proc. CHI , pp. 111-120
    • Greenberg, S.1    Buxton, B.2
  • 24
    • 0020967660 scopus 로고
    • Imagery paradigms: How vulnerable are they to experimenters' expectations
    • June doi10. 1037/0096-1523.9.3.394
    • M. J. Intons-Peterson. Imagery paradigms: How vulnerable are they to experimenters' expectations Journal of Experimental Psychology: Human Perception and Performance, 9(3):394-412, June 1983. doi10. 1037/0096-1523.9.3.394
    • (1983) Journal of Experimental Psychology: Human Perception and Performance , vol.9 , Issue.3 , pp. 394-412
    • Intons-Peterson, M.J.1
  • 25
    • 80054938134 scopus 로고    scopus 로고
    • Collaborative visualization: Definition, challenges, and research agenda
    • Oct doi: 10 .1177/1473871611412817
    • P. Isenberg, N. Elmqvist, J. Scholtz, D. Cernea, K.-L. Ma, and H. Hagen. Collaborative visualization: Definition, challenges, and research agenda. Information Visualization, 10(4):310-326, Oct. 2011. doi: 10 .1177/1473871611412817
    • (2011) Information Visualization , vol.10 , Issue.4 , pp. 310-326
    • Isenberg, P.1    Elmqvist, N.2    Scholtz, J.3    Cernea, D.4    Ma, K.-L.5    Hagen, H.6
  • 26
    • 84874897084 scopus 로고    scopus 로고
    • Toward mixed method evaluations of scientific visualizations and design process as an evaluation tool
    • ACM, New York doi:10.1145/2442576.2442580
    • B. Jackson, D. Coffey, L. Thorson, D. Schroeder, A. M. Ellingson, D. J. Nuckley, and D. F. Keefe. Toward mixed method evaluations of scientific visualizations and design process as an evaluation tool. In Proc. BELIV, pp. 4:1-4:6. ACM, New York, 2012. doi:10.1145/2442576.2442580
    • (2012) Proc. BELIV , pp. 41-46
    • Jackson, B.1    Coffey, D.2    Thorson, L.3    Schroeder, D.4    Ellingson, A.M.5    Nuckley, D.J.6    Keefe, D.F.7
  • 28
    • 3242760777 scopus 로고    scopus 로고
    • Top scientific visualization research problems
    • July/Aug doi:10. 1109/MCG.2004.20
    • C. Johnson. Top scientific visualization research problems. IEEE Computer Graphics and Applications, 24(4):13-17, July/Aug. 2004. doi:10. 1109/MCG.2004.20
    • (2004) IEEE Computer Graphics and Applications , vol.24 , Issue.4 , pp. 13-17
    • Johnson, C.1
  • 30
    • 17144392948 scopus 로고    scopus 로고
    • Artistic collaboration in designing VR visualizations
    • DOI 10.1109/MCG.2005.34
    • D. F. Keefe, D. B. Karelitz, E. L. Vote, and D. H. Laidlaw. Artistic collaboration in designing VR visualizations. IEEE Computer Graphics and Applications, 25(2):18-23, Mar./Apr. 2005. doi:10.1109/MCG.2005.34 (Pubitemid 40556054)
    • (2005) IEEE Computer Graphics and Applications , vol.25 , Issue.2 , pp. 18-23
    • Keefe, D.F.1    Karelitz, D.B.2    Vote, E.L.3    Laidlaw, D.H.4
  • 31
    • 51649100870 scopus 로고    scopus 로고
    • The need for verifiable visualization
    • Sept doi:10. 1109/MCG.2008.103
    • R. M. Kirby and C. T. Silva. The need for verifiable visualization. IEEE Computer Graphics and Applications, 28(5):78-83, Sept. 2008. doi:10. 1109/MCG.2008.103
    • (2008) IEEE Computer Graphics and Applications , vol.28 , Issue.5 , pp. 78-83
    • Kirby, R.M.1    Silva, C.T.2
  • 34
    • 35348845360 scopus 로고    scopus 로고
    • Visualization criticism - The missing link between information visualization and art
    • DOI 10.1109/IV.2007.130, 4272046, 11th International Conference Information Visualization, IV 2007
    • R. Kosara. Visualization criticism-the missing link between information visualization and art. In Proc. Information Visualization, pp. 631-636. IEEE Computer Society, Los Alamitos, 2007. doi:10.1109/IV.2007.130 (Pubitemid 47591802)
    • (2007) Proceedings of the International Conference on Information Visualisation , pp. 631-636
    • Kosara, R.1
  • 39
    • 33845615898 scopus 로고    scopus 로고
    • Fast and efficient compression of floating-point data
    • DOI 10.1109/TVCG.2006.143
    • P. Lindstrom and M. Isenburg. Fast and efficient compression of floatingpoint data. IEEE Transactions on Visualization and Computer Graphics, 12(5):1245-1250, Sept./Oct. 2006. doi:10.1109/TVCG.2006.143 (Pubitemid 44955661)
    • (2006) IEEE Transactions on Visualization and Computer Graphics , vol.12 , Issue.5 , pp. 1245-1250
    • Lindstrom, P.1    Isenburg, M.2
  • 43
    • 0007757040 scopus 로고
    • Methodology matters: Doing research in the behavioral and social sciences
    • R M. Baecker, J. Grudin,W. Buxton, and S. Greenberg, eds Morgan Kaufmann, 2nd ed
    • J. E. McGrath. Methodology matters: Doing research in the behavioral and social sciences. In R. M. Baecker, J. Grudin,W. Buxton, and S. Greenberg, eds., Readings in Human-Computer Interaction: Towards the Year 2000, pp. 152-169. Morgan Kaufmann, 2nd ed., 1995
    • (1995) Readings in Human-Computer Interaction: Towards the Year 2000 , pp. 152-169
    • McGrath, J.E.1
  • 46
    • 0034315705 scopus 로고    scopus 로고
    • Evaluating visualizations: Using a taxonomic guide
    • DOI 10.1006/ijhc.2000.0412
    • E. Morse, M. Lewis, and K. Olsen. Evaluating visualizations: Using a taxonomic guide. International Journal of Human-Computer Studies, 53(5):637-662, Nov. 2000. doi:10.1006/ijhc.2000.0412 (Pubitemid 32032815)
    • (2000) International Journal of Human Computer Studies , vol.53 , Issue.5 , pp. 637-662
    • Morse, E.1    Lewis, M.2    Olsen, K.A.3
  • 47
    • 77957837895 scopus 로고    scopus 로고
    • A nested model for visualization design and validation
    • Nov./Dec doi:10.1109/TVCG.2009.111
    • T. Munzner. A nested model for visualization design and validation. IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis), 15(6):921-928, Nov./Dec. 2009. doi:10.1109/TVCG.2009.111
    • (2009) IEEE Transactions on Visualization and Computer Graphics (Proc. InfoVis) , vol.15 , Issue.6 , pp. 921-928
    • Munzner, T.1
  • 48
    • 80855156218 scopus 로고    scopus 로고
    • GPU-based interactive cut-surface extraction from high-order finite element fields
    • Dec doi:10.1109/TVCG.2011.206
    • B. Nelson, R. M. Kirby, and R. Haimes. GPU-based interactive cut-surface extraction from high-order finite element fields. IEEE Transactions on Visualization and Computer Graphics (Proc. Vis), 17(12):1803-1811, Dec. 2011. doi:10.1109/TVCG.2011.206
    • (2011) IEEE Transactions on Visualization and Computer Graphics (Proc. Vis) , vol.17 , Issue.12 , pp. 1803-1811
    • Nelson, B.1    Kirby, R.M.2    Haimes, R.3
  • 49
    • 85049653881 scopus 로고
    • Heuristic evaluation of user interfaces
    • ACM, New York doi:10.1145/97243.97281
    • J. Nielsen and R. Molich. Heuristic evaluation of user interfaces. In Proc. CHI, pp. 249-256. ACM, New York, 1990. doi:10.1145/97243.97281
    • (1990) Proc. CHI , pp. 249-256
    • Nielsen, J.1    Molich, R.2
  • 50
    • 33744974337 scopus 로고    scopus 로고
    • Toward measuring visualization insight
    • DOI 10.1109/MCG.2006.70
    • C. North. Toward measuring visualization insight. IEEE Computer Graphics and Applications, 26(3):6-9, May/June 2006. doi:10.1109/MCG.2006.70 (Pubitemid 46404978)
    • (2006) IEEE Computer Graphics and Applications , vol.26 , Issue.3 , pp. 6-9
    • North, C.1
  • 51
    • 84921258882 scopus 로고    scopus 로고
    • Demand characteristics and the concept of quasi-controls
    • In R. Rosenthal and R. L. Rosnow, eds chap. 5 Oxford University Press, New York
    • M. T. Orne. Demand characteristics and the concept of quasi-controls. In R. Rosenthal and R. L. Rosnow, eds., Artifacts in Behavioral Research: Robert Rosenthal and Ralph L. Rosnow's Classic Books, chap. 5, pp. 110-137. Oxford University Press, New York, 2009
    • (2009) Artifacts in Behavioral Research: Robert Rosenthal and Ralph L. Rosnow's Classic Books , pp. 110-137
    • Orne, M.T.1
  • 52
    • 67349263006 scopus 로고    scopus 로고
    • Integrating statistics and visualization for exploratory power: From long-term case studies to design guidelines
    • May/June doi:10.1109/MCG.2009.44
    • A. Perer and B. Shneiderman. Integrating statistics and visualization for exploratory power: From long-term case studies to design guidelines. IEEE Computer Graphics and Applications, 29(3):39-51, May/June 2009. doi:10.1109/MCG.2009.44
    • (2009) IEEE Computer Graphics and Applications , vol.29 , Issue.3 , pp. 39-51
    • Perer, A.1    Shneiderman, B.2
  • 53
    • 84876543122 scopus 로고    scopus 로고
    • The challenge of information visualization evaluation
    • ACM, New York doi:10.1145/989863.989880
    • C. Plaisant. The challenge of information visualization evaluation. In Proc. AVI, pp. 109-116. ACM, New York, 2004. doi:10.1145/989863.989880
    • (2004) Proc. AVI , pp. 109-116
    • Plaisant, C.1
  • 55
    • 84861144290 scopus 로고    scopus 로고
    • Sample size in usability studies
    • Apr doi:10.1145/2133806.2133824
    • M. Schmettow. Sample size in usability studies. Communications of the ACM, 55(4):64-70, Apr. 2012. doi:10.1145/2133806.2133824
    • (2012) Communications of the ACM , vol.55 , Issue.4 , pp. 64-70
    • Schmettow, M.1
  • 57
  • 58
    • 80054800123 scopus 로고    scopus 로고
    • Information visualization evaluation in large companies: Challenges, experiences and recommendations
    • July doi: 10 .1177/1473871611413099
    • M. Sedlmair, P. Isenberg, D. Baur, and A. Butz. Information visualization evaluation in large companies: Challenges, experiences and recommendations. Information Visualization, 10(3):248-266, July 2011. doi: 10 .1177/1473871611413099
    • (2011) Information Visualization , vol.10 , Issue.3 , pp. 248-266
    • Sedlmair, M.1    Isenberg, P.2    Baur, D.3    Butz, A.4
  • 60
    • 33645150800 scopus 로고    scopus 로고
    • Knowledge discovery in high-dimensional data: Case studies and a user survey for the rank-by-feature framework
    • May/June doi:10.1109/TVCG.2006.50
    • J. Seo and B. Shneiderman. Knowledge discovery in high-dimensional data: Case studies and a user survey for the rank-by-feature framework. IEEE Transactions on Visualization and Computer Graphics, 12(3):311-322, May/June 2006. doi:10.1109/TVCG.2006.50
    • (2006) IEEE Transactions on Visualization and Computer Graphics , vol.12 , Issue.3 , pp. 311-322
    • Seo, J.1    Shneiderman, B.2
  • 64
    • 80555145867 scopus 로고    scopus 로고
    • False-positive psychology: Undisclosed flexibility in data collection and analysis allows presenting anything as significant
    • Nov doi:10.1177/0956797611417632
    • J. P. Simmons, L. D. Nelson, and U. Simonsohn. False-positive psychology: Undisclosed flexibility in data collection and analysis allows presenting anything as significant. Psychological Science, 22(11):1359-1366, Nov. 2011. doi:10.1177/0956797611417632
    • (2011) Psychological Science , vol.22 , Issue.11 , pp. 1359-1366
    • Simmons, J.P.1    Nelson, L.D.2    Simonsohn, U.3
  • 65
    • 4243123042 scopus 로고    scopus 로고
    • Human factors in visualization research
    • Jan./Feb doi:10.1109/TVCG.2004.1260759
    • M. Tory and T. M̈oller. Human factors in visualization research. IEEE Transactions on Visualization and Computer Graphics, 10(1):72-84, Jan./Feb. 2004. doi:10.1109/TVCG.2004.1260759
    • (2004) IEEE Transactions on Visualization and Computer Graphics , vol.10 , Issue.1 , pp. 72-84
    • Tory, M.1    M̈oller, T.2
  • 66
    • 27644494686 scopus 로고    scopus 로고
    • Evaluating visualizations: Do expert reviews work?
    • DOI 10.1109/MCG.2005.102
    • M. Tory and T. M̈oller. Evaluating visualizations: Do expert reviews work IEEE Computer Graphics and Applications, 25(5):8-11, Sept./Oct. 2005. doi:10.1109/MCG.2005.102 (Pubitemid 41555420)
    • (2005) IEEE Computer Graphics and Applications , vol.25 , Issue.5 , pp. 8-11
    • Tory, M.1    Moller, T.2
  • 67
    • 0028715301 scopus 로고
    • Validation, verification and evaluation
    • IEEE Computer Society, Los Alamitos doi:10.1109/VISUAL.1994.346285
    • S. P. Uselton, G. Dorn, C. Farhat, M. W. Vannier, K. Esbensen, and A. Globus. Validation, verification and evaluation. In Proc. Visualization, pp. 414-418. IEEE Computer Society, Los Alamitos, 1994. doi:10.1109/VISUAL.1994. 346285
    • (1994) Proc. Visualization , pp. 414-418
    • Uselton, S.P.1    Dorn, G.2    Farhat, C.3    Vannier, M.W.4    Esbensen, K.5    Globus, A.6
  • 69
    • 33749434349 scopus 로고    scopus 로고
    • The value of visualization
    • IEEE Computer Society, Los Alamitos doi:10.1109/VISUAL.2005.1532781
    • J. J. van Wijk. The value of visualization. In Proc. Visualization, pp. 79-86. IEEE Computer Society, Los Alamitos, 2005. doi:10.1109/VISUAL. 2005.1532781
    • (2005) Proc. Visualization , pp. 79-86
    • Van Wijk, J.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.