ABSTRACT
People spend an enormous amount of time searching for complex information online; for example, consumers researching new purchases or patients learning about their conditions. As they search, people build up rich mental schemas about their target domains; which, if effectively shared, could accelerate learning for others with similar interests. In this paper we introduce a novel approach for integrating the schemas individuals develop as they gather information online and surfacing them for others with similar interests. Through a controlled experiment we show that having access to others' schemas while foraging for information helps new users to induce more useful, prototypical, and better-structured schemas than gathering information alone.
- Amershi and Morris, M.R. CoSearch: A system for colocated collaborative web search. In Proc. CHI 2008. Google ScholarDigital Library
- Baldonado, M.W. and Winograd, F. SenseMaker: an information-exploration interface supporting the contextual evolution of a user's interests. In Proc. CHI 1997. Google ScholarDigital Library
- Bao, S., Wu, X. Fei, B., Xue, G., Su, Z. and Yu, Y. Optimizing web search using social annotations. In Proc. WWW 2007. Google ScholarDigital Library
- Card, S.K., Robertson, G.G. and York, W. The WebBook and the Web Forager: Video use scenarios for a World-Wide Web information workspace. In Proc. CHI 1996. Google ScholarDigital Library
- Catledge, L.D. and Pitkow, J.E. Characterizing browsing strategies in the World Wide Web. In Proc. WWW 1995. Google ScholarDigital Library
- Chi, M.T.H., Feltovich, P.J. and Glaser, R. Categorization and representation of physics problems by experts and novices. Cognitive Science 5, 2, (1981), 121--152.Google ScholarCross Ref
- Choo, C.W., Detlor, B. and Turnbull, D. Information seeking on the Web: An integrated model of browsing and searching. First Monday 5, 2, (2000).Google ScholarCross Ref
- Cutting, D.R., Karger, D.R. and Pedersen, J.O. Constant interaction-time scatter/gather browsing of very large document collections. In Proc. SIGIR 1993. Google ScholarDigital Library
- Dmitriev, P.A., Eiron, N., Fontoura, M. and Shekita, E. Using Annotations in Enterprise Search. In Proc. WWW 2006, 811--817. Google ScholarDigital Library
- Dontcheva, M., Drucker, S., Wade, G., Salesin, D. and Cohen, M. Collecting and Organizing Web Content. In Proc. SIGIR 2006.Google Scholar
- Evans, B.M. and Chi, E.H. Towards a Model of Understanding Social Search. In Proc. CSCW 2008. Google ScholarDigital Library
- Fisher, K., Counts, S. and Kittur, A. Distributed sensemaking: improving sensemaking by leveraging the efforts of previous users. In Proc. CHI 2012, 247--256 Google ScholarDigital Library
- Freyne, J., Farzan, R., Brusilovsky, P., Smyth, B. and Coyle, M. Collecting community wisdom: integrating social search & social navigation. In Proc. UIST 2007, Google ScholarDigital Library
- Furnas, G.W., Landauer, T.K., Gomez, L.M. and Dumais, S.T. The vocabulary problem in human-system communication. CACM 30, 11, ACM Press (1987), 964971. Google ScholarDigital Library
- Glance, N. S. Community search assistant. In Proc. IUI 2001. Google ScholarDigital Library
- Goldberg, D., Nichols, D., Oki, B.M. and Terry, D. Using collaborative filtering to weave an information tapestry. CACM 35, 12, (1992), 61--70. Google ScholarDigital Library
- Golder, S.A. and Huberman, B.A. Usage Patterns of Collaborative Tagging Systems. Journal of Information Science 32, 2, (2006), 198--208. Google ScholarDigital Library
- Hammond, T., Hannay, T., Lund, B. and Scott, J. Social book marking tools (i) - a general review. D-Lib Magazine 11, 4, (2005).Google ScholarCross Ref
- Hofgesang, P.I. Web personalisation through incremental individual profiling and support-based user segmentation. In Proc. IEEE 2007. Google ScholarDigital Library
- Hong, L, Chi, E.H., Budiu, R., Pirolli, P. and Nelson, L. SparTag.us: Low Cost Tagging System for Foraging of Web Content. In Proc AVI 2008. Google ScholarDigital Library
- Hummel, J.E. and Holyoak, K.J. Distributed representations of structure: A theory of analogical access and mapping. Psychological Review 104, (1997), 427--466.Google ScholarCross Ref
- Kandogan, E. and Shneiderman, B. Elastic Windows: evaluation of multi-window operations. In Proc CHI 1997. Google ScholarDigital Library
- Kellar, M., Watters, C. and Shepherd, M. A Field Study Characterizing Web-Based Information-Seeking Tasks. Journal of the American Society for Information Science 58, 7, (2007), 999--1018. Google ScholarDigital Library
- Klein, G., Moon, B. and Hoffman, R.R. Making Sense of Sensemaking 2: A Macrocognitive Model. In Proc. IEEE 2006.Google ScholarDigital Library
- Kittur, A., Peters, A.M., Diriye, A., Telang, T. and Bove, M.R. Costs and benefits of structured information foraging. In Proc. CHI 2013, 2989--2998. Google ScholarDigital Library
- Kittur, A., Suh, B. and Chi, E.H. Can you ever trust a wiki?: impacting perceived trustworthiness in Wikipedia. In Proc. CSCW 2008, 477--480. Google ScholarDigital Library
- Konstan, J.A., Miller, B.N., Maltz, D., Herlocker, J.L., Gordon, L.R. and Riedl. J. GroupLens: Applying collaborative filtering to Usenet news. CACM 40, 3, (2007), 77--87. Google ScholarDigital Library
- Large, A., Beheshti, J. and Rahman, T. Gender Differences in Collaborative Web Searching Behavior: An Elementary School Study. Information Processing and Management 38, (2002), 427--433. Google ScholarDigital Library
- Lee, K.J. What Goes Around Comes Around: An Analysis of del.icio.us as Social Space. In Proc. CSCW 2006. Google ScholarDigital Library
- Lerman, K. Social Information Processing in News Aggregation. In Proc. IEEE 2007.Google Scholar
- Maarek, Y.S., Jacovi, M., Shtalhaim, M., Ur, S., Zernik, D. and Ben-Shaul, I.Z. WebCutter: a system for dynamic and tailorable site mapping. In Proc. WWW 1997, 1269--1279. Google ScholarDigital Library
- MacKay, B., Kellar, M. and Watters, C. An evaluation of landmarks for re-finding information on the Web. Ext. Abstracts CHI 2005. Google ScholarDigital Library
- Marchionini, G. Information seeking in electronic environments. Cambridge, UK: Cambridge University Press, (2000). Google ScholarDigital Library
- Mathes, A. Folksonomies -- Cooperative Classification and Communication through Shared Metadata. http://www.adammathes.com/academic /computermediatedcommunication/folksonomies.html. (December 2004).Google Scholar
- Millen, D.R., Feinberg, J. and Kerr, B. Dogear: Social bookmarking in the enterprise. In Proc. CHI 2006. Google ScholarDigital Library
- Morris, M.R. A Survey of Collaborative Web Search Practices. In Proc. CHI 2008. Google ScholarDigital Library
- Morris, M.R. and Horvitz, E. SearchTogether: An Interface for Collaborative Web Search. In Proc. UIST 2007. Google ScholarDigital Library
- Munro, A.J., Hook, K., and Benyon, D.R. Eds. Personal and Social Navigation of Information Space. SpringerVerlag (1999). Google ScholarDigital Library
- Muralidharan, A, Gyongyi, Z. and Chi, E. Social annotations in web search. In Proc. CHI 2012, ACM Press (2012), 1085--1094. Google ScholarDigital Library
- Marlow, C., Naaman, M., boyd, d. and Davis, M. HT06, Tagging Paper, Taxonomy, Flickr, Academic Article, To Read. In Proc. HT06, 31--40. Google ScholarDigital Library
- Paul, S.A. and Morris, M.W. CoSense: Enhancing Sensemaking for Collaborative Web Search. In Proc. CHI 2009. Google ScholarDigital Library
- Paul, S.A., Reddy, M.C. Sensemaking in collaborative web search. Human Computer Interaction 26, 72--122 (2011).Google ScholarCross Ref
- Pirolli, P. and Card, S.K. Information foraging in information access environments. In Proc. CHI 1995. Google ScholarDigital Library
- Pirolli, P. and Card, S.K. Information foraging. Psychological Review 106, (1999), 643--675.Google ScholarCross Ref
- Russell, D.M., Stefik, M.J., Pirolli, P. and Card, S.K. The cost structure of sensemaking. In Proc. CHI 1993, 269--276. Google ScholarDigital Library
- Schraefel, M., Zhu, Y., Modjeska, D., Wigdor, D. and Zhao, S. Hunter gatherer: interaction support for the creation and management of within-web-page collections. In Proc. WWW 2002. Google ScholarDigital Library
- Sharma, N. Role of available and provided resources in sensemaking. In Proc. CHI 2011. Google ScholarDigital Library
- Shneiderman, B. Designing trust into online experiences. CACM 43, 12, (2000), 57--59. Google ScholarDigital Library
- Smyth, B., Balfe, E., Boydell, O., Bradley, K., Briggs, P., Coyle, M. and Freyne, J. A liveuser evaluation of collaborative web search. In Proc. International Joint Conference on Artificial Intelligence 2005. Google ScholarDigital Library
- Tauscher, L. and Greenberg, S. How people revisit Web pages: Empirical findings and implications for the design of history systems. International Journal of Human-Computer Studies 47, (1997), 97--137. Google ScholarDigital Library
- Twidale, M., Nichols, D. and Paice, C. Browsing is a Collaborative Process. Information Processing and Management 33, 6, (1997), 761--783. Google ScholarDigital Library
- Wu, X., Zhang, L. and Yu, Y. Exploring Social Annotations for the Semantic Web. In Proc. WWW 2006, 417426. Google ScholarDigital Library
- Yanbe, Y., Jatowt, A., Nakamura, S. and Tanaka, K. Can social bookmarking enhance search in the web? In Proc. ACM/IEEE-CS joint conf. on Digital libraries 2007, 107. Google ScholarDigital Library
- Zanardi, V. and Capra, L. Social ranking: uncovering relevant content using tag-based recommender systems. In Proc. ACM RecSys 2008, 51. Google ScholarDigital Library
Index Terms
- Standing on the schemas of giants: socially augmented information foraging
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