ABSTRACT
Finding relevant information in a hyperspace has been a much studied problem for many years. With the emergence of so called Web 2.0 technologies we have seen the use of social systems for retrieval tasks increasing dramatically. Each system collects and exploits its own pool of community wisdom for the benefit of its users. In this paper we suggest a form of retrieval which exploits the pools of wisdom of multiple social technologies, specifically social search and social navigation. The paper details the added user benefits of merging several sources of social wisdom. We present details of the ASSIST engine developed to integrate social support mechanisms for the users of information repositories. The goal of this paper is to present the main features of the integrated community-based personalization engine that we have developed in order to improve retrieval in the hyperspace of information resources. It also reports the results of an empirical study of this technology.
- Belkin, N. J., Kelly, D., Kim, G., Kim, J., Lee, H., Muresan, G., Tang, M., Yuan, X., and Cool, C. (2003). Query length in interactive information retrieval. In Proceedings of the 26th Annual international ACM SIGIR Conference on Research and Development in information Retrieval, Toronto, Canada, July 28 - August 01, 2003. (SIGIR '03). Google ScholarDigital Library
- Boydell O, and Smyth B. (2007) Enhancing Case-based, Collaborative Web Search. In Proceedings of the 7th International Conference on Case-based Reasoning (ICCBR '07), in press. Google ScholarDigital Library
- Brusilovsky, P., Chavan, G., and Farzan, R. (2004) Social adaptive navigation support for open corpus electronic textbooks. In: P. De Bra and W. Nejdl (eds.) Proceedings of Third International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems (AH'2004), Eindhoven, the Netherlands, August 23-26, 2004, pp. 24--33.Google Scholar
- Brusilovsky, P., Farzan, R., and Ahn, J.W. (2005) Comprehensive personalized information access in an educational digital library. In: Proceedings of The 5th ACM/IEEE-CS Joint Conference on Digital Libraries, Denver, CO, June 7-11, 2005, ACM Press, pp. 9--18. Google ScholarDigital Library
- Coyle, M. and Smyth, B. (2007a) On the Community-based Explanation of Search Results. In Proceedings of the 10th Annual Conference on Intelligent User Interfaces (IUI'07), Hawaii, U.S.A., (in press). Google ScholarDigital Library
- Coyle, M. and Smyth, B. (2007b) Supporting Intelligent Web Search. In ACM Transactions on Internet Technology Special Issue on Intelligent Techniques for Web Personalization, (in press). Google ScholarDigital Library
- Freyne J., Farzan R., Brusilovsky P., Smyth B., and Coyle M. (2007). Collecting Community Wisdom: Integrating Social Search & Social Navigation. In Proceedings of International Conference on Intelligent User Interfaces. Google ScholarDigital Library
- Golbeck, J., and Wasser M. M. (2007). SocialBrowsing: Integrating Social Networks into Web Browsing. CHI 2007 Works-In-Progress. San Jose, California. April, 2007. Google ScholarDigital Library
- Hill, W. C., Hollan, J. D., Wroblewski, D., and McCandless, T., (1992) Edit Wear and Read Wear. In: Proceedings of ACM Conference on Human Factors in Computing Systems, CHI'92. ACM Press, New York City, New York. 3--9. Google ScholarDigital Library
- iProspect.com, inc. (2006) iProspect Search Engine User Behavior Study (April 2006). http://www.iprospect.com/premiumPDFs/WhitePaper_2006_SearchEngineUserBehavior.pdfGoogle Scholar
- Jansen, B. J., Spink, A. and Saracevic, T. (2000) Real Life, Real Users, and Real Needs: a study and analysis of user queries on the Web. Information Processing and Management 36(2), 207--227. Google ScholarDigital Library
- Keller, R. M., Wolfe, S. R., Chen, J. R., Rabinowitz, J. L., and Mathe, N. (1997) A bookmarking service for organizing and sharing URLs. In: Proceedings of Sixth International World Wide Web Conference, Santa Clara, CA, April, 1997, pp. 1103--1114. Google ScholarDigital Library
- Larsen, R. L. (1997) Relaxing Assumptions . . . Stretching the Vision: A Modest View of Some Technical Issues. D-Lib Magazine 3, (April).Google ScholarCross Ref
- Lieberman, H., Van Dyke, N., Vivacqua, A.: Let's Browse: A collaborative Web browsing agent. In Maybury, M., ed.: IUI99: International Conference on Intelligent User Interfaces. ACM, New York (1999) 65--68. Google ScholarDigital Library
- Millen, D. R., Feinberg, J., Kerr B. (2006). Dogear: Social bookmarking in the enterprise. Proceedings of the SIGCHI conference on Human Factors in Computing Systems, Montréal, Québec, Canada April 22 - 27, 2006. ACM Press, pp. 111--120. Google ScholarDigital Library
- Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., and Riedl, J. (1994) GroupLens: An open architecture for collaborative filtering of netnews. In: Proceedings of ACM conference on Computer supported cooperative work, Chapel Hill, North Carolina, ACM Press, pp. 175--186. Google ScholarDigital Library
- Shen, R., Vemuri, N.S., Fan, W., da S. Torres, R. and Fox, E.A. (2006). Exploring Digital Libraries: Integrating Browsing, Searching and Visualization. In Proceedings of the 6th ACM/IEEE-CS Joint Conference on Libraries (JCDL '06), Chapel Hill, North Carolina, ACM Press, pp. 1--10. Google ScholarDigital Library
- Smyth, B., Balfe, E., Freyne, J., Briggs, P., Coyle, M., and Boydell, O. (2004). Exploiting Query Repetition and Regularity in an Adaptive Community-Based Web Search Engine. User Modeling and User-Adapted Interaction, 14(5). 383--423, 2004. Google ScholarDigital Library
- Torres, R., McNee, S. M., Abel, M., Konstan, J., and Riedl, J. (2004) Enhancing Digital Libraries with TechLens. In: Proceedings of The 4th ACM/IEEE-CS Joint Conference on Digital Libraries, Tuscon, AZ, June 7-11, 2004, pp. 228--236. Google ScholarDigital Library
Index Terms
- ASSIST: adaptive social support for information space traversal
Recommendations
Towards a model of understanding social search
SSM '08: Proceedings of the 2008 ACM workshop on Search in social mediaSearch engine researchers typically depict search as the solitary activity of an individual searcher. In contrast, results from our critical-incident survey of 150 users on Amazon's Mechanical Turk service suggest that social interactions play an ...
The other side of the social web: a taxonomy for social information access
WebMedia '12: Proceedings of the 18th Brazilian symposium on Multimedia and the webThe power of the modern Web, which is frequently called the Social Web or Web 2.0, is frequently traced to the power of users as contributors of various kinds of contents through Wikis, blogs, and resource sharing sites. However, the community power ...
Seeking and sharing health information online: comparing search engines and social media
CHI '14: Proceedings of the SIGCHI Conference on Human Factors in Computing SystemsSearch engines and social media are two of the most com-monly used online services; in this paper, we examine how users appropriate these platforms for online health activi-ties via both large-scale log analysis and a survey of 210 people. While users ...
Comments