Design considerations for collaborative visual analytics

Information Visualization

Volumn 7, Issue 1, 2008, Pages 49-62

  Heer, Jeffrey ^a   Agrawala, Maneesh ^a  

^a UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Collaboration; Sensemaking; Social data analysis; Visual analytics; Visualization

Indexed keywords

KNOWLEDGE ACQUISITION; PARALLEL PROCESSING SYSTEMS; SUPPORT VECTOR MACHINES; USER INTERFACES;

SUPPORT SENSEMAKING; SUPPORT SOCIAL INTERACTION;

INFORMATION RETRIEVAL SYSTEMS;

EID: 41549123264     PISSN: 14738716     EISSN: 14738724     Source Type: Journal    
DOI: 10.1057/palgrave.ivs.9500167     Document Type: Conference Paper

References (72)

1. Pirolli P, Card SK. Information foraging. Psychological Review 1999; 106: 643-675.
2. Pirolli P, Card SK. The sensemaking process and leverage points for analyst technology as identified through cognitive task analysis. Proceedings of International Conference on Intelligence Analysis (McLean, VA) MITRE: 2005.
3. Tilomas JJ, Cook, KA (Eds). Illuminating the Path: The Research and Development Agenda for Visual Analytics. IEEE Press: New York, 2005.
4. Dorling D, Barford A, Newman A. Worldmapper: The world as you've never seen it before. IEEE Transactions on Visualization and Computer Graphics 2006; 12: 757-764.
5. Dietz PH, Leigh DL. DiamondTouch: a multi-user touch technology, ACM Symposium on User Interface Software and Technology (Orlando, FL) ACM: New York, NY, 2001; 219-226.
6. General Dynamics. Command post of the future. [WWW document] http://www.gdc4s.com/content/detail.cfm?item=2a58f8e2-ef2b-4bb1-9251- 42ee4961dd7f (accessed 28 November 2007).
7. Agrawala M, Beers A, Froehlich B, Hanrahan P, MacDowall P, Bolas M. The two-user responsive workbench: support for collaboration through individual views of a shared space. ACM Conference on Computer Graphics and Interactive Techniques (SIGGRAPH'97) (Los Angeles, CA) ACM: New York, NY, 1997; 27-332.
8. Anupam V, Bajaj CL, Schikore D, Schikore M. Distributed and collaborative visualization. IEEE Computer 1994; 27: 37-43.
9. Brodlie KW, Duce DA, Gallop JR, Walton JPRB, Wood JD. Distributed and collaborative visualization. Computer Graphics Forum 2004; 23: 223-251.
10. Chuah MC, Roth S. Visualizing common ground. Information Visualization (IV) (London, UK) IEEE Computer Society: Washington, DC, 2003; 365-372.
11. Benko H, Ishak EW, Feiner S. Collaborative mixed reality visualization of an archaeological excavation. IEEE International Symposium on Mixed and Augmented Reality (JSMAR 2004) (Arlington, VA) IEEE Computer Society: Washington, DC, 2004; 132-140.
12. Chui Y-P, Heng P-A. Enhancing view consistency in collaborative medical visualization systems using predictive-based attitude estimation. First IEEE International Workshop on Medical Imaging and Augmented Reality (MIAR '01) (Hong Kong) IEEE Computer Society: Washington, DC, 2001; 292.
13. Viégas FB, Wattenberg M. Communication-minded visualization: a call to action. IBM Systems Journal 2006; 45: 801-812.
14. Benbunan-Fich R, Hiltz SR, Turoff M. A comparative content analysis of face-to-face vs. asynchronous group decision making. Decision Support Systems Archive 2003; 34: 457-469.
15. Heer J, Viégas F, Wattenberg M. Voyagers and voyeurs: supporting asynchronous collaborative information visualization. ACM Conference on Human Factors in Computing Systems (CHI'07) (San Jose, CA) ACM: New York, NY, 2007.
16. Spotfire Decision Site Posters. [WWW document] http://spotfire.com/ products/decisionsite_posters.cfm (accessed 28 November 2007).
17. Swivel. [WWW document] http://www.swivel.com (accessed 28 November 2007).
18. Viégas FB, Wattenberg M, van Ham F, Kriss J, McKeon M. Many eyes: a site for visualization at internet scale. IEEE Transactions on Visualization and Computer Graphics (InfoVis'07) 2007; 13: 1121-1128.
19. Wikimapia. [WWW document] http://wikimapia.org (accessed 28 November 2007).
20. Benkler Y. Coase's penguin, or, Linux and The Nature of the Firm. Yale Law Journal 2002; 112: 369-446.
21. Card SK, Mackinlay JD, Shneiderman B. Readings in Information Visualization: Using Vision To Think. Morgan-Kaufmann: San Francisco, CA, 1999.
22. Heer J, Agrawala M. Software design patterns for information visualization. IEEE Transactions on Visualization and Computer Graphics 2006; 12: 853-860.
23. Russell DM, Stefik MJ, Pirolli P, Card SK. The cost structure of sensemaking. ACM Conference on Human Factors in Computing Systems (CHI'93) (Amsterdam, Netherlands) ACM: New York, NY, 1993.
24. Pirolli P. Social information foraging. Information Foraging: Adaptive Interaction with Information, Chapter 8. Oxford University Press: Oxford, 2007.
25. Dourish M, Chalmers M. Running out of space: models of information navigation. Human Computer Interaction (HCI'94) (Glasgow, UK) Cambridge University Press: Cambridge, UK, 1994.
26. Zhang J, Norman DA. Representations in distributed cognitive tasks. Cognitive Science 1994; 18: 87-122.
27. von Ahn L. Games with a purpose. IEEE Computer 2006; 39: 92-94.
28. Wright W, Schroh D, Proulx P, Skaburskis A, Cort B. The sandbox for analysis: concepts and evaluation. ACM Conference on Human Factors in Computing Systems (CHI'06) (Montreal, Quebec) ACM: New York, NY, 2006.
29. Brennan SE, Mueller K, Zelinsky G, Ramakrishnan IV, Warren DS, Kaufman A. Toward a multi-analyst, collaborative framework for visual analytics. IEEE Symposium of Visual Analytics Science and Technology (Baltimore, MD) IEEE Computer Society: Washington, DC, 2006.
30. Billman D, Convertino G, Shrager J, Pirolli P, Massar J. Collaborative intelligence analysis with CACHE and its effects on information gathering and cognitive bias. Human Computer Interaction Consortium Workshop (Frasier, CO) 2006.
31. Gordon TF, Karacapilidis N. The Zeno argumentation framework. Sixth International Conference on Artificial Intelligence and Law (Melbourne, Australia) ACM Press: New York, NY, 1997; 10-18.
32. Clark HH, Brennan SE. Grounding in communication. In: Resnick LB, Levine RM and Teasley SD (Eds). Perspectives on Socially Shared Cognition. APA Books: Washington, 1991; 127-149.
33. Clark HH, Wilkes-Gibbs D. Referring as a collaborative process. Cognition 1986; 22: 1-39.
34. Brennan SE. How conversation is shaped by visual and spoken evidence. In: Trueswell J and Tanenhaus M (Eds). Approaches to Studying World-Situated Language Use: Bridging the Languageas-Product and Language-as-Action Traditions. MIT Press: Cambridge, 2005; 95-129.
35. Gergle D, Kraut RE, Fussell SR. Language efficiency and visual technology: minimizing collaborative effort with visual information. Journal of Language & Social Psychology 2004; 23: 491-517.
36. Wattenberg M, Kriss J. Designing for social data analysis. IEEE Transactions on Visualization and Computer Graphics 2006; 12: 549-557.
37. Carroll J, Rosson MB, Convertino G, Ganoe CH. Awareness and teamwork in computer-supported collaborations. Interacting with Computers 2005; 18: 21-46.
38. Dourish P, Belotti V. Awareness and coordination in shared workspaces. ACM Conference on Computer-Supported Cooperative Work (Toronto, ON) ACM: New York, NY, 1992; 107-114.
39. Brush AJ, Bargeron D, Grudin J, Gupta A. Notification for shared annotation of digital documents. ACM Conference on Human Factors in Computing Systems (CHI'02) (Minneapolis, MN) ACM: New York, NY, 2002.
40. Hill WC, Hollan JD, Wroblewski D, McCandless T. Edit wear and read wear. ACM Conference on Human Factors in Computing Systems (CHI'92) (Monterey, CA) ACM: New York, NY, 1992; 3-9.
41. Willett W, Heer J, Agrawala M. Scented Widgets: improving navigation cues with embedded visualizations. IEEE Transactions on Visualization and Computer Graphics 2007; 13: 1129-1136.
42. Clark HH. Pointing and placing. In: Kita S (Ed). Pointing where Language, Culture, and Cognition Meet. Erlbaum: London, 2003; 243-268.
43. Hill WC, Hollan JD. Deixis and the future of visualization excellence. IEEE Visualization (San Diego, CA) IEEE Computer Society: Washington, DC, 2007; 314-319.
44. Becker RA, Cleveland WS. Brushing scatterplots. Technometrics 1987; 29: 127-142.
45. Martin AR, Ward MO. High dimensional brushing for interactive exploration of multivariate data. IEEE Visualization (Atlanta, GA) IEEE Computer Society: Washington, DC, 1995; 271-278.
46. Ahlberg C, Shneiderman B. Visual information seeking: tight coupling of dynamic query filters with starfield displays. ACM Conference on Human Factors in Computing Systems (CHI'94) (Boston, MA) ACM: New York, NY, 1994; 313-317.
47. Yang D, Rundensteiner EA, Ward MO. Analysis guided visual exploration to multivariate data. IEEE Symposium on Visual Analytics Science and Technology (Sacramento, CA) IEEE Computer Society, Washington, DC, 2007.
48. Clark HH, Schreuder R, Buttrick S. Common ground and the understanding of demonstrative reference. Journal of Verbal Learning and Verbal Behavior 1983; 22: 245-258.
49. Heer J. Socializing visualization. CHI 2006 Workshop on Social Visualization (Montreal, Quebec) ACM: New York, NY, 2006.
50. Ling K, Beenen G, Ludford P, Wang X, Chang K, Cosley D, Frankowski D, Terveen L, Rashid AM, Resnick P, Kraut R. Using social psychology to motivate contributions to online communities. Journal of Computer-Mediated Communication 2005; 10 (http://jcmc.indlana.edu/).
51. Cheshire C. Selective Incentives and Generalized Information Exchange. Social Psychology Quarterly 2007; 70: 82-100.
52. Caillois R. Man, Play, and Games. Free Press of Glencoe: Glencoe, IL,1961.
53. Salen K, Zimmerman E. Rules of Play: Fundamentals of Game Design. MIT Press: Cambridge, MA, 2003.
54. Mohammed S. Toward an understanding of cognitive consensus in a group decision-making context. The Journal of Applied Behavioral Science 2001; 37: 408-425.
55. Donath JS. Identity and deception in the virtual community. In: Smith M and Kollock P (Eds). Communities in Cyberspace. Routledge: London, 1998.
56. Goffman E. The Presentation of Self In Everyday Life. Anchor Books: New York, 1959.
57. Walther JB. Computer-mediated communication: Impersonal, interpersonal and hyperpersonal interaction. Communication Research 1996; 23: 3-43.
58. Sproull L, Kiesler S. Computers, networks, and work. Scientific American 1991; 265: 84-91.
59. Resnick P, Zeckhauser R, Swanson J, Lockwood K. The value of reputation on eBay: a controlled experiment. Experimental Economics 2006; 9: 79-101.
60. Brooks FP. The Mythical Man-Month: Essays on Software Engineering. Addison-Wesley: Reading, MA, 1975.
61. Hardin R. The free rider problem. In: Zalta EN (Ed). The Stanford encyclopedia of philosophy. 2003.
62. Cummings J. Work groups, structural diversity, and knowledge sharing in a global organization. Management Science 2004; 50: 352-364.
63. Schultz-Hart S, Frey D, Lüthgens C, Moscovici S. Biased information search in group decision making. Journal of Personality and Social Psychology 2000; 78: 655-669.
64. Burt RS. Structural holes and good ideas. American Journal of Sociology 2004; 110: 349-399.
65. Wu F, Huberman BA, Adamic LA, Tyler JR. Information flow in social groups. Physica A: Statistical and Theoretical Physics 2004; 337: 327.
66. Colder SA, Huberman BA. Usage patterns of collaborative tagging systems. Journal of Information Science 2006; 32: 198-208.
67. Scheff TJ. Toward a sociological model of consensus. American Sociological Review 1967; 32: 32-46.
68. Hastie R. Experimental evidence on group accuracy. In: Grofman B and Owen G (eds). Decision Research, Vol. 2, JAI Press: Greenwich, CT 1986; 129-157.
69. Gigone D, Hastie R. The common knowledge effect: information sharing and group judgment. Journal of Personality and Social Psychology 1993; 65: 959-974.
70. Surowiecki J. The Wisdom of Crowds. Random House: New York, 2004.
71. Stasser G, Titus W. Pooling of unshared information in group decision making: biased information sampling during discussion. Journal of Personality and Social Psychology 1985; 57: 67-78.
72. Eccles R, Kapler T, Harper R, Wright W. Stories in geotime. IEEE Symposium on Visual Analytics Science and Technology (Sacramento, CA) IEEE Computer Society: Washington, DC, 2007.