|
ABSTRACT
The World Wide Web is a dominant global communication medium and knowledge repository. It is used by a great number of people with a variety of computer skills hence its usability is critical. As with many large information collections, the challenge with web usability is understanding the structure of a collection of information objects (web pages) to find relevant ones for satisfying a specific information need. Web sites are organized in a hyperlinked structure that somewhat addresses this challenge. However, this "connectedness" also causes the now well-known "lost in cyberspace" phenomenon where one may get confused within the complex organization of a web site. Meanwhile, information exploration on the web is not limited to browsing a web site. The problem of finding relevant information applies to a collection of pages that come from various web sites as in the case of the results of a "less than perfectly constructed" search query. Information visualization has been proposed as a way to cope with these problems by taking advantage of people's innate perceptual skills to support their cognitive skills. Many paradigms have been proposed for the visual presentation of web spaces (i.e. structured or unstructured collection of web pages). This study surveys these paradigms to provide a map of where the research in this field is, and what directions future research and practice can take. For this, we introduce a classification scheme to help in the systematic understanding of web visualization and for providing a framework for the development of future visualizations.
REFERENCES
Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.
 |
1
|
Brian Amento , Loren Terveen , Will Hill , Deborah Hix, TopicShop: enhanced support for evaluating and organizing collections of Web sites, Proceedings of the 13th annual ACM symposium on User interface software and technology, p.201-209, November 06-08, 2000, San Diego, California, United States
[doi> 10.1145/354401.354771]
|
| |
2
|
|
| |
3
|
Jackie Assa , Daniel Cohen-Or , Tova Milo, Displaying data in multidimensional relevance space with 2D visualization maps, Proceedings of the 8th conference on Visualization '97, p.127-ff., October 18-24, 1997, Phoenix, Arizona, United States
|
| |
4
|
Ayers, E., and Stasko, J. (1995). "Using Graphic History in Browsing the World Wide Web," Fourth International World Wide Web Conference, Boston, MA. pp.
|
 |
5
|
|
| |
6
|
Luc Beaudoin , Marc-Antoine Parent , Louis C. Vroomen, Cheops: a compact explorer for complex hierarchies, Proceedings of the 7th conference on Visualization '96, p.87-ff., October 28-29, 1996, San Francisco, California, United States
|
 |
7
|
|
| |
8
|
Israel Ben-Shaul , Michael Herscovici , Michal Jacovi , Yoelle S. Maarek , Dan Pelleg , Menachem Shtalhaim , Vladimir Soroka , Sigalit Ur, Adding support for dynamic and focused search with Fetuccino, Computer Networks: The International Journal of Computer and Telecommunications Networking, v.31 n.11-16, p.1653-1665, May 17, 1999
|
| |
9
|
Steve Benford , Dave Snowdon , Chris Brown , Gail Reynard , Rob Ingram, Visualising and populating the Web: Collaborative virtual environments for browsing, searching and inhabiting Webspace, Computer Networks and ISDN Systems, v.29 n.15, p.1751-1761, Nov. 1997
|
 |
10
|
|
 |
11
|
|
| |
12
|
Brautigam, M. (1996). "Applying Information Visualization Techniques to Web Navigation," Dissertation Proposal. University of California - Santa Cruz, Santa Cruz, CA.
|
| |
13
|
|
| |
14
|
|
| |
15
|
|
| |
16
|
Card, S. K., Moran, T. P., and A., N. (1986). "The Model Human Processor: An Engineering Model of Human Performance," In Handbook of Perception and Human Performance. Ed. J. W. a. Sons. New York, New York, 1--35.
|
 |
17
|
Stuart K. Card , George G. Robertson , William York, The WebBook and the Web Forager: an information workspace for the World-Wide Web, Proceedings of the SIGCHI conference on Human factors in computing systems: common ground, p.111-ff., April 13-18, 1996, Vancouver, British Columbia, Canada
[doi> 10.1145/238386.238446]
|
| |
18
|
|
 |
19
|
|
 |
20
|
|
 |
21
|
|
| |
22
|
Ed H. Chi , James Pitkow , Jock Mackinlay , Peter Pirolli , Rich Gossweiler , Stuart K. Card, Visualizing the evolution of Web ecologies, Proceedings of the SIGCHI conference on Human factors in computing systems, p.400-407, April 18-23, 1998, Los Angeles, California, United States
[doi> 10.1145/274644.274699]
|
| |
23
|
|
 |
24
|
Andrew W. Crapo , Laurie B. Waisel , William A. Wallace , Thomas R. Willemain, Visualization and the process of modeling: a cognitive-theoretic view, Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, p.218-226, August 20-23, 2000, Boston, Massachusetts, United States
[doi> 10.1145/347090.347129]
|
 |
25
|
Douglass R. Cutting , David R. Karger , Jan O. Pedersen , John W. Tukey, Scatter/Gather: a cluster-based approach to browsing large document collections, Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval, p.318-329, June 21-24, 1992, Copenhagen, Denmark
[doi> 10.1145/133160.133214]
|
 |
26
|
Mary Czerwinski , Susan Dumais , George Robertson , Susan Dziadosz , Scott Tiernan , Maarten van Dantzich, Visualizing implicit queries for information management and retrieval, Proceedings of the SIGCHI conference on Human factors in computing systems: the CHI is the limit, p.560-567, May 15-20, 1999, Pittsburgh, Pennsylvania, United States
[doi> 10.1145/302979.303158]
|
| |
27
|
Doemel, P. (1994). "WebMap - A Graphical Hypertext Navigation Tool," Second International World Wide Web Conference, Chicago, IL. pp.
|
 |
28
|
David Durand , Paul Kahn, MAPA: a system for inducing and visualizing hierarchy in Websites, Proceedings of the ninth ACM conference on Hypertext and hypermedia : links, objects, time and space---structure in hypermedia systems: links, objects, time and space---structure in hypermedia systems, p.66-76, June 20-24, 1998, Pittsburgh, Pennsylvania, United States
[doi> 10.1145/276627.276635]
|
| |
29
|
|
| |
30
|
Fisher, B., Agelidis, M., Dill, J., Tan, P., Collaud, G., and Jones, C. (1997). "CZWeb: Fish-Eye Views for Visualizing the World-Wide Web.," HCI International, pp. 719--722.
|
| |
31
|
|
| |
32
|
|
 |
33
|
|
 |
34
|
|
| |
35
|
Gaines, B., and Shaw, M. (1995). "WebMap: Concept mapping on the Web.," Fourth International World Wide Web Conference., Boston, MA. pp.
|
| |
36
|
Gershon, N., Winstead, J., Levasseur, J., Croll, J., Pernick, A., and Ruh, W. 1995. "Visualizing World Wide Web Information Resources."
|
| |
37
|
Girardin, L. 1995. "Cyberspace Geography Visualization - Mapping the World-Wide Web to help people find their way in cyberspace."
|
| |
38
|
Gloor, P., and Dynes, S. (1998). "Cybermap: Visually Navigating the Web," J. Visual Lang. Comput. Vol.9, No. 3, pp. 319--336.
|
| |
39
|
|
| |
40
|
Masum Z. Hasan , Gene Golovchinsky , Emanuel G. Noik , Nipon Charoenkitkarn , Mark Chignell , Alberto O. Mendelzon , David Modjeska, Browsing local and global information, Proceedings of the 1995 conference of the Centre for Advanced Studies on Collaborative research, p.27, November 07-09, 1995, Toronto, Ontario, Canada
|
| |
41
|
Masum Z. Hasan , Alberto O. Mendelzon , Dimitra Vista, Visual web surfing with Hy+, Proceedings of the 1995 conference of the Centre for Advanced Studies on Collaborative research, p.28, November 07-09, 1995, Toronto, Ontario, Canada
|
 |
42
|
Lenwood S. Heath , Deborah Hix , Lucy T. Nowell , William C. Wake , Guillermo A. Averboch , Eric Labow , Scott A. Guyer , Dennis J. Brueni , Robert K. France , Kaushai Dalal , Edward A. Fox, Envision: a user-centered database of computer science literature, Communications of the ACM, v.38 n.4, p.52-53, April 1995
[doi> 10.1145/205323.376383]
|
| |
43
|
|
 |
44
|
Ron R. Hightower , Laura T. Ring , Jonathan I. Helfman , Benjamin B. Bederson , James D. Hollan, Graphical multiscale Web histories: a study of padprints, Proceedings of the ninth ACM conference on Hypertext and hypermedia : links, objects, time and space---structure in hypermedia systems: links, objects, time and space---structure in hypermedia systems, p.58-65, June 20-24, 1998, Pittsburgh, Pennsylvania, United States
[doi> 10.1145/276627.276634]
|
| |
45
|
Jacoby, J. (1984). "Perspectives on Information Overload," Journal of Consumer Research, No. 10, pp. 432--435.
|
| |
46
|
Keller, K. L., and Staelin, R. (1987). "Effects of Quality and Quantity of Information on Decision Effectiveness," Journal of Consumer Research, No. 14, pp. 200--213.
|
| |
47
|
Kent, R. E., and Neuss, C. (1994). "Creating a Web Analysis and Visualization Environment," Second International WWW Conference, pp.
|
| |
48
|
Kochevar, P., and Wanger, L. 1995. "Prototype System Provides Three-dimensional Interface to the World Wide Web."
|
 |
49
|
|
| |
50
|
John Lamping , Ramana Rao , Peter Pirolli, A focus+context technique based on hyperbolic geometry for visualizing large hierarchies, Proceedings of the SIGCHI conference on Human factors in computing systems, p.401-408, May 07-11, 1995, Denver, Colorado, United States
[doi> 10.1145/223904.223956]
|
 |
51
|
Xia Lin , Dagobert Soergel , Gary Marchionini, A self-organizing semantic map for information retrieval, Proceedings of the 14th annual international ACM SIGIR conference on Research and development in information retrieval, p.262-269, October 13-16, 1991, Chicago, Illinois, United States
[doi> 10.1145/122860.122887]
|
 |
52
|
|
 |
53
|
Jock D. Mackinlay , George G. Robertson , Stuart K. Card, The perspective wall: detail and context smoothly integrated, Proceedings of the SIGCHI conference on Human factors in computing systems: Reaching through technology, p.173-176, April 27-May 02, 1991, New Orleans, Louisiana, United States
[doi> 10.1145/108844.108870]
|
| |
54
|
Jock D. Mackinlay , Ramana Rao , Stuart K. Card, An organic user interface for searching citation links, Proceedings of the SIGCHI conference on Human factors in computing systems, p.67-73, May 07-11, 1995, Denver, Colorado, United States
[doi> 10.1145/223904.223913]
|
 |
55
|
|
| |
56
|
Miller, G. A. (1956). "The Magical Number Seven, Plus or Minus Two: Some Limits on our Capacity for Processing Information,," Psychological Review Vol. 63, No. 2, pp. 81--97.
|
 |
57
|
|
 |
58
|
|
 |
59
|
|
 |
60
|
|
 |
61
|
|
| |
62
|
Nigay, L., Vernier, F., and the, P. p. f. (1998). "Navigational Interaction Techniques in the Search Results Space," CHI98 workshop on Innovation and Evaluation in Information Exploration Interfaces, Berkeley, CA., pp.
|
 |
63
|
|
| |
64
|
Nowell, L. T., and Hix, D. (1993). "Visualizing Search Results: User Interface Development for the Project Envision Database of Computer Science Literature," Human-Computer Interaction Conference International 1993, pp. 56--61.
|
 |
65
|
|
 |
66
|
|
 |
67
|
|
 |
68
|
Peter Pirolli , James Pitkow , Ramana Rao, Silk from a sow's ear: extracting usable structures from the Web, Proceedings of the SIGCHI conference on Human factors in computing systems: common ground, p.118-125, April 13-18, 1996, Vancouver, British Columbia, Canada
[doi> 10.1145/238386.238450]
|
 |
69
|
Peter Pirolli , Patricia Schank , Marti Hearst , Christine Diehl, Scatter/gather browsing communicates the topic structure of a very large text collection, Proceedings of the SIGCHI conference on Human factors in computing systems: common ground, p.213-220, April 13-18, 1996, Vancouver, British Columbia, Canada
[doi> 10.1145/238386.238489]
|
| |
70
|
Pitkow, J. E., and Bharat, K. A. (1994). "WebViz: A Tool for World Wide Web Access Log Analysis," the First International World Wide Web Conference,, Geneva, Switzerland. pp.
|
 |
71
|
Ramana Rao , Jan O. Pedersen , Marti A. Hearst , Jock D. Mackinlay , Stuart K. Card , Larry Masinter , Per-Kristian Halvorsen , George C. Robertson, Rich interaction in the digital library, Communications of the ACM, v.38 n.4, p.29-39, April 1995
[doi> 10.1145/205323.205326]
|
| |
72
|
Rekimoto, J., Green, M. (1993). "The Information Cube: Using Transparency in 3d Information Visualization," Proc. 3rd Annual Workshop on Information Technologies & Systems (WITS '93), pp. 125--132.
|
 |
73
|
|
 |
74
|
|
| |
75
|
Rogers, E., M. (1995). Diffusion of Innovations, (Fourth ed.) The Free Press, New York, 1995., New York, New York: The Free Press.
|
 |
76
|
|
| |
77
|
Sakairi, T. (1999). "A Site Map for Visualizing Both a Web Site's Structure and Keywords," Proceedings of the IEEE Conference on System, Man, and Cybernetics, pp.
|
| |
78
|
|
 |
79
|
Frank M. Shipman, III , Catherine C. Marshall , Mark LeMere, Beyond location: hypertext workspaces and non-linear views, Proceedings of the tenth ACM Conference on Hypertext and hypermedia : returning to our diverse roots: returning to our diverse roots, p.121-130, February 21-25, 1999, Darmstadt, Germany
[doi> 10.1145/294469.294498]
|
| |
80
|
|
| |
81
|
|
| |
82
|
|
| |
83
|
Tan, J. K. H., and Benbasat, I. (1993). "The Effectiveness of Graphical Presentation for Information Extraction: A Cumulative Experimental Approach," Decision Sciences Vol.24, No. 1, pp. 167--191.
|
 |
84
|
|
| |
85
|
|
| |
86
|
Vessey, I., and Galletta, D. F. (1991). "Cognitive Fit: An Empirical Study of Information Acquisition,," Information Systems Research Vol.2, No. 1, pp. 63--84.
|
 |
87
|
|
| |
88
|
|
| |
89
|
|
| |
90
|
|
CITED BY
|
|
Xiaoyan Bai , David White , David Sundaram, Visual intelligence density: definition, measurement, and implementation, Proceedings of the 10th International Conference NZ Chapter of the ACM's Special Interest Group on Human-Computer Interaction, p.93-100, July 06-07, 2009, Auckland, New Zealand
|
|