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Constructing, organizing, and visualizing collections of topically related Web resources

Published: 01 March 1999 Publication History

Abstract

For many purposes, the Web page is too small a unit of interaction and analysis. Web sites are structured multimedia documents consisting of many pages, and users often are interested in obtaining and evaluating entire collections of topically related sites. Once such a collection is obtained, users face the challenge of exploring, comprehending and organizing the items. We report four innovations that address these user needs: (1) we replaced the Web page with the Web site as the basic unit of interaction and analysis;(2) we defined a new informationstructure, the clan graph, that groups together sets of related sites; (3) we augment the representation of a site with a site profile, information about site structure and content that helps inform user evaluation of a site; and (4) we invented a new graph visualization, the auditorium visualization, that reveals important structural and content properties of sites within a clan graph. Detailed analysis and user studies document the utility of this approach. The clan graph construction algorithm tends to filter out irrelevant sites and discover additional relevant items. The auditorium visualization, augmented with drill-down capabilities to explore site profile data, helps users to find high-quality sites as well as sites that serve a particular function.

References

[1]
AMENTO, B., HILL, W., TERVEEN, L., HIx, D., AND JU, P. 1999. An empirical evaluation of user interfaces for topic management of web sites. In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI '99, Pittsburgh, PA, May). ACM Press, New York, NY.
[2]
BALDONADO, M. Q. W. AND WINOGRAD, T. 1997. SenseMarker: an information-exploration interface supporting the contextual evolution of a user's interests. In conference proceedings on Human factors in computing systems (CHI '97, Atlanta, Georgia, Mar. 22-27, 1997), S. Pemberton, Ed. ACM Press, New York, NY, 11-18.
[3]
BEDERSON, B. B., HOLLAN, J. D., PERLIN, K., MEYER, J., BACON, D., AND FURNAS, G. 1996. Pad++: A zoomable graphical sketchpad for exploring alternate interface physics. J. Visual Lang. Comput. 7, 3-31.
[4]
BHARAT, K. AND HENZINGER, M. R. 1998. Improved algorithms for topic distillation in a hyperlinked environment. In Proceedings of the 21st Annual ACM International Conference on Research and Development in Information Retrieval, W. B. Croft, A. Moffat, C. J. van Rijsbergen, R. Wilkinson, and J. Zobel, Eds. ACM Press, New York, NY.
[5]
BOTAFOGO, R. A., RIVLIN, E., AND SHNEIDERMAN, B. 1992. Structural analysis of hypertexts: Identifying hierarchies and useful metrics. ACM Trans. Inf. Syst. 10, 2 (Apr. 1992), 142-180.
[6]
CARD, S. K., ROBERTSON, G. G., AND YORK, W. 1996. The WebBook and the Web Forager: an information workspace for the World-Wide Web. In Conference proceedings on Human factors in computing systems (CHI '96, Vancouver, B.C., Canada, Apr. 13-18, 1996), M. J. Tauber, B. Nardi, and G. C. van der Veer, Eds. ACM Press, New York, NY, 111ff.
[7]
CARRI RE, J. AND KAZMAN, R. 1997. WebQuery: Searching and visualizing the Web through connectivity. In Proceedings of the 6th International World Wide Web Conference (Santa Clara CA, Apr.).
[8]
CHAKRABARTI, S., DOM, B. E., GIBSON, D., KUMAR, S. R., RAGHAVAN, P., RAJAGOPALAN, S., AND TOMKINS, A. 1998. Experiments in Topic Distillation. In ACM SIGIR Workshop on Hypertext Information Retrieval on the Web (Melbourne, Australia). ACM Press, New York, NY.
[9]
FURNAS, G.W. 1997. Effective view navigation. In conference proceedings on Human factors in computing systems (CHI '97, Atlanta, Georgia, Mar. 22-27, 1997), S. Pemberton, Ed. ACM Press, New York, NY, 367-374.
[10]
GARFIELD, E. 1979. Citation Indexing. Institute for Scientific Information, Philadelphia, PA.
[11]
HIGHTOWER, R. R., RING, L. T., HELFMAN, J. I., BEDERSON, B. B., AND HOLLAN, J. D. 1998. Graphical multiscale Web histories: A study of PadPrints. In Proceedings of Hypertext '98 (Pittsburgh PA, June). ACM Press, New York, NY.
[12]
HILL, W. C. AND TERVEEN, L. G. 1996. Using frequency-of-mention in public conversations for social filtering. In Proceedings of the Conference on on Computer-Supported Coorperative Work (CSCW '96, Boston MA, Nov.). ACM Press, New York, NY, 106-112.
[13]
JACKSON, M. H. 1997. Assessing the structure of communication on the World Wide Web. J. Comput. Mediat. Commun. 3, I (June).
[14]
KANDOGAN, E. AND SHNEIDERMAN, B. 1997. Elastic windows: A hierarchical multi-window World-Wide Web browser. In Proceedings of the ACM Conference on User Interface Software and Technology (UIST '97, Banff, Alberta, Canada, Oct.). ACM Press, New York, NY.
[15]
KLEINBERG, J. M. 1998. Authoritative sources in a hyperlinked environment. In Proceedings of the 1998 ACM-SIAM Symposium on Discrete Algorithms (San Francisco CA, Jan.). ACM Press, New York, NY.
[16]
LAMPING, J., RAO, R., AND PIROLLI, P. 1995. A focus+context technique based on hyperbolic geometry for visualizing large hierarchies. In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI '95, Denver, CO, May 7-11), I. R. Katz, R. Mack, L. Marks, M. B. Rosson, and J. Nielsen, Eds. ACM Press/Addison-Wesley Publ. Co., New York, NY, 401-408.
[17]
MACKINLAY, J. D., RAO, R., AND CARD, S. K. 1995. An organic user interface for searching citation links. In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI '95, Denver, CO, May 7-11), I. R. Katz, R. Mack, L. Marks, M. B. Rosson, and J. Nielsen, Eds. ACM Press/Addison-Wesley Publ. Co., New York, NY, 67-73.
[18]
MAAREK, Y. S., JACOVI, M., SHTALHAIM, M., UR, S., ZERNIK, D., AND BEN SHAUL, I. Z. 1997. WebCutter: A system for dynamic and tailorable site mapping. In Proceedings of the 6th International World Wide Web Conference (Santa Clara CA, Apr.).
[19]
MARCHIORI, M. 1997. The quest for correct information on the Web: Hyper search engines. In Proceedings of the 6th International World Wide Web Conference (Santa Clara CA, Apr.).
[20]
MUKHERJEA, S. AND FOLEY, J. D. 1995. Visualizing the World-Wide Web with the navigational view builder. Comput. Networks ISDN Syst. 27, 6 (Apr.), 1075-1087.
[21]
MUKHERJEA, S., FOLEY, J. D., AND HUDSON, S. 1995. Visualizing complex hypermedia networks through multiple hierarchical views. In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI '95, Denver, CO, May 7-11), I. R. Katz, R. Mack, L. Marks, M. B. Rosson, and J. Nielsen, Eds. ACM Press/Addison-Wesley Publ. Co., New York, NY, 331-337.
[22]
PITKOW, J. AND PIROLLI, P. 1997. Life, death, and lawfulness on the electronic frontier. In conference proceedings on Human factors in computing systems (CHI '97, Atlanta, Georgia, Mar. 22-27, 1997), S. Pemberton, Ed. ACM Press, New York, NY, 383-390.
[23]
PIROLLI, P., PITKOW, J., AND RAO, R. 1996a. Silk from a sow's ear: extracting usable structures from the Web. In Conference proceedings on Human factors in computing systems (CHI '96, Vancouver, B.C., Canada, Apr. 13-18, 1996), M. J. Tauber, B. Nardi, and G. C. van der Veer, Eds. ACM Press, New York, NY, 118-125.
[24]
PIROLLI, P., SCHANK, P., HEARST, M., AND DIEHL, C. 1996b. Scatter/gather browsing communicates the topic structure of a very large text collection. In Conference proceedings on Human factors in computing systems (CHI '96, Vancouver, B.C., Canada, Apr. 13-18, 1996), M. J. Tauber, B. Nardi, and G. C. van der Veer, Eds. ACM Press, New York, NY, 213-220.
[25]
RESNICK, P. AND VARIAN, H. R., Eds. 1997. Commun. ACM: Special issue on Recommender Systems. 40, 3 (Mar.).
[26]
SCOTT, J. 1991. Social Network Analysis: A Handbook. Sage Publications, Inc., Thousand Oaks, CA.
[27]
SPERTUS, E. 1997. ParaSite: Mining structural information on the Web. In Proceedings of the 6th International World Wide Web Conference (Santa Clara, CA, Apr.).
[28]
TERVEEN, L. G. AND HILL, W. C. 1998a. Evaluating emergent collaboration on the Web. In Proceedings of the ACM Conference on Computer-Supported Cooperative Work (CSCW '98, Seattle WA, Nov.). ACM Press, New York, NY, 355-362.
[29]
TERVEEN, L. G. AND HmL, W. C. 1998b. Finding and visualizing inter-site clan graphs. In Proceedings of the ACM Conference on Human Factors in Computing Systems (CHI '98, Los Angeles CA, Apr.). 448-455.
[30]
TERVEEN, L. G., HILL, W. C., AMENTO, B., MCDONALD, D., AND CRETER, J. 1997. Building task-specific interfaces to high volume conversational data. In conference proceedings on Human factors in computing systems (CHI '97, Atlanta, Georgia, Mar. 22-27, 1997), S. Pemberton, Ed. ACM Press, New York, NY, 226-233.d

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Information

Published In

cover image ACM Transactions on Computer-Human Interaction
ACM Transactions on Computer-Human Interaction  Volume 6, Issue 1
March 1999
94 pages
ISSN:1073-0516
EISSN:1557-7325
DOI:10.1145/310641
Issue’s Table of Contents

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 March 1999
Published in TOCHI Volume 6, Issue 1

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Author Tags

  1. cocitation analysis
  2. collaborative filtering
  3. computer supported cooperative work
  4. information visualization
  5. social filtering
  6. social network analysis

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