Abstract
We live in an age of information abundance. The Internet in particular confronts us with endless possibilities: web sites to experience, music to listen to, conversations to participate in, and every conceivable consumer item to buy. Not only are there vast numbers of possibilities, but they also vary widely in quality. People thus face a difficult information management problem: they cannot hope to evaluate all available choices by themselves unless the topic of interest is severely constrained.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Abrains, D., Baecker, R., and Chignell, M. (1998) Information Archiving with Bookmarks: Personal Web Space Construction and Organization, in Proceedings of CHF98 (Los Angeles CA, April 1998), ACM Press, 41–48.
Ackerman, M.S. (1994) Augmenting the Organizational Memory: A Field Study of Answer Garden, in Proceedings of CSCW,94 (Chapel Hill NC, October 1994), ACM Press, 243–252.
Ackerman, M.S. and McDonald, D.W. (1996) Answer Garden 2: Merging Organizational Memory with Collaborative Help, in Proceedings of CSCW’96 (Boston MA, November 1996), ACM Press, 97–105.
Aggarwal, C.A., Wolf, J.L., Wu, K-L., and Yu, P.S. (1999) Horting Hatches an Egg: A New Graph-Theoretic Approach to Collaborative Filtering, in Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999.
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 CHI’99 (Pittsburgh, PA, May 1999), ACM Press, 552–559.
Amento, B., Terveen, L., and Hill, W. (2000) Does “Authority” Mean Quality? Predicting Expert Quality Ratings of Web Documents, in Proceedings of SIGIR’2000 (Athens Greece, July 2000), ACM Press.
Amento, B., Terveen, L., Hill, W. (2000) TopicShop: Enhanced Support for Evaluating and Organizing Collections of Web Sites, in Proceedings of UIST 2000 (San Diego, CA, November 2000), ACM Press, 201–209.
Balabanovic, M. and Shoham, Y. Fab (1997)Content-Based, Collaborative Recommendation, in Resnick and Varian (eds,), 66–72.
Baidonado, M.Q.W., and Winograd, T. (1997) An Information-Exploration Interface Supporting the Contextual Evolution of a User’s Interests, in Proceedings of CHF97 (Atlanta GA, March 1997), ACM Press, 11–18.
Bederson, B.B., Hollan, J.D., Perlin, K., Meyer, J., Bacon, D., and Furnas, G. (1996) Padll: A zoomable graphical sketchpad for exploring alternate interface physics. J.Visual Lang. Comput. 7, 3–31.
Billsus, D. and Pazzani, M. (1998) Learning Collaborative Information Filters, in Proceedings of the International Conference on Machine Learning (Madison WI, July 1998), Morgan Kaufmann Publishers.
Bharat, K. and Henzinger, M.R. (1998) Improved Algorithms for Topic Distillation in a Hyperlinked Environment. ACM SIGIR Conference on Research and Development in Information Retrieval.
Buckley, C. (1985) Implementation of the SMART Information Retrieval System, Department of Computer Science, Cornell University, TR85–686.
Bush, V. (1945) As We May Think. The Atlantic Monthly, July 1945.
Card, S.K., Robertson, G.C., and Mackinlay, J.D. (1991) The Information Visualizer, an Information Workspace, in Proceedings of CHI’91 (New Orleans LA, April 1991), ACM Press, 181–188.
Card, S.K., Robertson, G.C., and York, W. (1996) The WebBook and the Web Forager: An Information Workspace for the World-Wide Web, in Proceedings of CHI’96 (Vancouver BC, April 1996), ACM Press, 111–117.
Chakrabarti, S., Dom, B., Gibson, D., Kleinberg, J., Raghavan, P., Rajagopalan, S. (1998) Automatic Resource Compilation by Analyzing Hyperlink Structure and Associated Text. Computer Networks and ISDN Systems 30, 65–74.
Chalmers, M., Rodden, K., and Brodbeck, D. (1998) The Order of Things: Activity-Centred Information Access, in Proceedings of 7th International Conference on the World Wide Web, (Brisbane Australia, April 1998), 359–367.
Cohen, William. (1995) Fast Effective Rule Induction, in Proceedings of the 12th International Conference on Machine Learning. (Lake Tahoe CA, 1995), 115–123.
Dourish, P. and Bly, S. (1992) Portholes: Supporting Awareness in a Distributed Work Group, in Proceedings of CHI’92 (Monterey CA, May 1992), ACM Press, 541–547.
Dourish, P. (1999) Where the Footprints Lead: Tracking Down Other Roles for Social Navigation, in Munro, Höök, and Benyon (Eds.), 15–34.
Furnas, G.W. (1986) Generalized fisheye views, in Proceedings of CHI’86, (Boston, MA April 1986), ACM Press, 16–23.
Garfield, E. (1979) Citation Indexing. ISI Press, Philadelphia, PA, 1979.
Goldberg, D., Nichols, D., Oki, B.M. and Terry, D. (1992) Using Collaborative Filtering to Weave an Information Tapestry. Communications of the ACM, 35,12 (December 1992), 51–60.
Good, N., Schafer, J.B., Konstan, J., Borchers, A., Sarwar, B., Herlocker, J., and Riedl, J., (1999) Combining Collaborative Filtering with Personal Agents for Better Recommendations, in Proceedings of AAAI'99 (July 1999).
Herlocker, J., Konstan, J., and Riedl, J., (2000) Explaining Collaborative Filtering Recommendations. Proceedings of CSCW 2002 (Philadelphia PA, December 2000), ACM Press.
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 Hypertextes (Pittsburgh PA, June 1998). ACM Press, New York, NY.
Hill, WC, Hollan, J.D., Wroblewski, D., and McCandless, T. (1992) Edit Wear and Read Wear, in Proceedings of CHI’92. (Monterey CA, May 1992), ACM Press, 3–9.
Hill, W.C., Hollan, J.D. (1994) History-Enriched Digital Objects: Prototypes and Policy Issues. The Information Society, 10, 2 (1994), 139–145.
Hill, W.C., Stead, L., Rosenstein, M. and Furnas, G. (1995) Recommending and Evaluating Choices in a Virtual Community of Use, in Proceedings of CHr95 (Denver CO, May 1995), ACM Press, 194–201.
Hill, WC. and Terveen, L.G. (1996) Using Frequency-of-Mention in Public Conversations for Social Filtering, in Proceedings of CSCW’96 (Boston MA, November 1996), ACM Press, 106–112.
Katz, J. (1999) Here Come The Weblogs, Slashdot May 24, 1999. http://slashdot.org.
Kleinberg, J.M. (1998) Authoritative Sources in a Hyperlinked Environment, in Proceedings of 1998 ACM-SIAM Symposium on Discrete Algorithms (San Francisco CA, January 1998), ACM Press.
Konstan, J.A., Miller, B.N., Maitz, D., Herlocker, J.L., Gordon, L.R., and Riedl, J. (1997) GroupLens: Applying Collaborative Filtering to Usenet News, in Resnick and Varian (Eds,), 77–87.
Mackinlay, J.D., Rao, R., and Card, S.K. (1995) An Organic User Interface for Searching Citation Links, in Proceedings of CHI’95 (Denver CO, May 1995), ACM Press, 67–73.
Maglio, P.P., Farrell, S., and Barrett, R. (2000) How to Define “Place” on the Web, in CHI 2000 Workshop Social Navigation: A Design Approach?, edited by Höök, K., Munro, A., and Wexelblat, A.
Maitz, D. and Ehrlich, K. (1995) Pointing the Way: Active Collaborative Filtering, in Proceedings of CHI’95 (Denver CO, May 1995), ACM Press, 202–209.
Mander, R., Salomon, G., and Wong, Y.Y. (1992) A ’Pile’ Metaphor for Supporting Casual Organization of Information, in Proceedings of CHI’92 (Monterey CA, May 1992), ACM Press, 627–634.
Marshall, C, Shipman, E, and Coombs, J. (1994) VIKI: Spatial Hypertext Supporting Emergent Structure, in Proceedings of ACM ECHT ’94, (Edinburgh, Scotland, September 1994). ACM Press, 13–23.
McDonald, D. and Ackerman, M. (1998) Just Talk to Me: A Field Study of Expertise Location, in Proceedings of CSCW’98 (Seattle WA, November 1998), ACM Press, 315–324.
Munro, A.J, Höök, K., and Benyon, D (Eds.) (1999) Social Navigation of Information Space. Springer, 1999.
Nardi, B. and Barreau D. (1995) Finding and Reminding: File Organization from the Desktop. ACM SIGCHI Bulletin, 27,3, July 1995.
Resnick, P. and Varian, H.R., (1997) Recommender Systems, in Resnick and Varian (eds.), 56–58.
Pirolli, P., Pitkow, J., and Rao, R. (1996) Silk from a Sow’s Ear: Extracting Usable Structures from the Web, in Proceedings of CHI’96 (Vancouver BC, April 1996), ACM Press, 118–125.
Pirolli, P., Schank, P., Hearst, M., and Diehl (1996) Scatter/Gather Browsing Communicates the Topic Structure of a Very Large Text Collection, in Proceedings of CHI’96 (Vancouver BC, April 1996), ACM Press, 213–220.
Pitkow, J., and Pirolli, P. (1997) Life, Death, and Lawfulness on the Electronic Frontier, in Proceedings of CHI’97 (Atlanta GA, March 1997), ACM Press, 383–390.
Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., Riedl, J. (1994) GroupLens: An Open Architecture for Collaborative Filtering of Netnews. in Proceedings of CSCW’94 (Chapel Hill NC, October 1994), ACM Press, 175–186.
Resnick, P., and Varian, H.R., guest editors, (1997) Communications of the ACM, Special issue on Recommender Systems, 40, 3 (March 1997).
Resnick, P. and Varian, H.R., (1997) Recommender Systems, in Resnick and Varian (eds.), 56–58.
Robertson, G., Czerwinski, M., Larson, K., Robbins, D.C., Thiel, C, van Dantzich, M. (1998) Data Mountain: Using Spatial Memory for Document Management, in Proceedings of UIST’98 (San Francisco CA, November 1998), ACM Press, 153–162.
Shardanand, U., and Maes, P. (1995) Social Information Filtering: Algorithms for Automating “Word of Mouth”, in Proceedings of CHI’95 (Denver CO, May 1995), ACM Press, 210–217.
Shipman, F., Marshall, C, and LeMere, M. (1999) Beyond Location: Hypertext Workspaces and Non-Linear Views, in Proceedings of ACM Hypertext ’99, ACM Press, 121–130.
Terveen, L.G., and Hill, W.C. (1998) Finding and Visualizing Inter-site Clan Graphs, in Proceedings of CHI’98 (Los Angeles CA, April 1998), ACM Press, 448–455.
Terveen, L.G., and Hill, W.C. (2001) Beyond Recommender Systems: Helping People Help Each Other, in Carroll, J. (ed.), HCl In The New Millennium, Addison-Wesley, 2001.
Viegas, F.B. and Donath, J.S. (1999) Chat Circles, in Proceedings of CHI’99 (Pittsburgh, PA, May 1990), ACM Press, 9–16.
Wexelblat, A. and Maes, P. (1999) Footprints: History-Rich Tools for Information Foraging, in Proceedings of CHI’99 (Pittsburgh PA, May 1990), ACM Press, 270–277.
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag London
About this chapter
Cite this chapter
Amento, B., Terveen, L., Hill, W. (2003). From PHOAKS to TopicShop: Experiments in Social Data Mining. In: Lueg, C., Fisher, D. (eds) From Usenet to CoWebs. Computer Supported Cooperative Work. Springer, London. https://doi.org/10.1007/978-1-4471-0057-7_9
Download citation
DOI: https://doi.org/10.1007/978-1-4471-0057-7_9
Publisher Name: Springer, London
Print ISBN: 978-1-85233-532-8
Online ISBN: 978-1-4471-0057-7
eBook Packages: Springer Book Archive