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Role-based results redistribution for collaborative information retrieval

Published: 01 November 2010 Publication History

Abstract

We describe a new approach for algorithmic mediation of a collaborative search process. Unlike most approaches to collaborative IR, we are designing systems that mediate explicitly-defined synchronous collaboration among small groups of searchers with a shared information need. Such functionality is provided by first obtaining different rank-lists based on searchers' queries, fusing these rank-lists, and then splitting the combined list to distribute documents among collaborators according to their roles. For the work reported here, we consider the case of two people collaborating on a search. We assign them roles of Gatherer and Surveyor: the Gatherer is tasked with exploring highly promising information on a given topic, and the Surveyor is tasked with digging further to explore more diverse information. We demonstrate how our technique provides the Gatherer with high-precision results, and the Surveyor with information that is high in entropy.

References

[1]
}}Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions. IEEE Transactions on Knowledge and Data Engineering. v17 i6. 734-749.
[2]
}}Aslam, J. A., & Montague, M. (2001). Models for metasearch. In: Proceedings of ACM SIGIR (pp. 276-284).
[3]
}}Cabri, G., Leonardi, L., & Zambonelli, F. (1999). Supporting cooperative WWW browsing: A proxy-based approach. Technical report, University of Modena, Italy.
[4]
}}Mastering the mess. Communications of the ACM. v50 i4. 21-25.
[5]
}}Getting to we. Communications of the ACM. v51 i4. 19-24.
[6]
}}Donath, J. S., & Robertson, N. The sociable web. In Proceedings of WWW conference, CERN, Geneva, Switzerland, May 25-27.
[7]
}}Foley, C. (2008). Division of labour and sharing of knowledge for synchronous collaborative information retrieval. PhD thesis, Dublin City University, June 2008.
[8]
}}Further experiments on collaborative ranking in community-based web search. Artificial Intelligence Review. v21. 229-252.
[9]
}}Fu, X., Kelly, D., & Shah, C. (2007). Using collaborative queries to improve retrieval for difficult topics. In Proceedings of ACM SIGIR, Amsterdam, The Netherlands, July 23-27 (pp. 879-880).
[10]
}}Gerosa, L., Giordani, A., Ronchetti, M., Soller, A., & Stevens, R. (2004). Symmetric synchronous collaborative navigation. In Proceedings of the 2004 IADIS international WWW/Internet conference, Madrid, Spain, October 6-9.
[11]
}}Golovchinsky, G., Pickens, J., &amp; Back, M. A taxonomy of collaboration in online information seeking. CoRR abs/0908.0704. <http://arxiv.org/abs/0908.0704>.
[12]
}}Collaborative information seeking. IEEE Computer. v42 i3.
[13]
}}Graham, T.C.N. (1997). GroupScape: Integrating synchronous groupware and the World Wide Web. In Proceedings of INTERACT July 14-18. Sydney, Australia: Chapman and Hall.
[14]
}}Greenberg, S., &amp; Roseman, M. (1996). GroupWeb: A WWW browser as real time groupware. In Proceedings of SIGCHI conference on human factors in computing systems, November 16-20 (pp. 271-272). Boston, MA: ACM Press.
[15]
}}Collaborative information retrieval in an information-intensive domain. Information Processing and Management. v41. 1101-1119.
[16]
}}Hearst, M., &amp; Pedersen, J. (1996). Reexamining the cluster hypothesis: Scatter/gather on retrieval results. In Proceedings of ACM SIGIR, Zurich, Switzerland (pp. 76-84).
[17]
}}Collaborative information behaviour-exploring Kuhlthau's information search process model in a group-based educational setting. Information Processing and Management. v42. 276-298.
[18]
}}Joho, H., Hannah, D., &amp; Jose, J. M. (2009). Revisiting IR techniques for collaborative search strategies. In Proceedings of ECIR, Toulouse, France, April 6-9.
[19]
}}Referral web: Combining social networks and collaborative filtering. Communications of the ACM. v40 i3. 63-65.
[20]
}}A bookmarking service for organizing and sharing URLs. Computer Networks and ISDN Systems. v29. 1103-1114.
[21]
}}Inside the search process: Information seeking from the user's perspective. Journal of the American Society for Information Science and Technology. v42 i5. 361-371.
[22]
}}Towards collaboration between information seeking and information retrieval. Information Research. v10 i2.
[23]
}}Laurillau, Y., Nigay, L. (2002). CoVitesse: A groupware interface for collaborative navigation on the WWW. In Proceedings of the ACM conference on computer supported cooperative work (CSCW), New Orleans, LA, USA, November 16-20 (pp. 236-240).
[24]
}}Amazon.com recommendations: Item-to-item collaborative filtering. IEEE Internet Computing. v7 i1. 76-80.
[25]
}}Exploratory search: From finding to understanding. Communications of the ACM. v49 i4. 41-46.
[26]
}}Menkov, V., Neu, D. J., &amp; Shi, Q. (2001). AntWord: A collaborative web search tool. In Workshop on distributed communities on the web (DCW), Quebec City, Quebec, Canada, June 19-21.
[27]
}}Morris, M. R. (2008). A survey of collaborative web search practices. In Proceedings of SIGCHI conference on human factors in computing systems, Florence, Italy, April 5-10.
[28]
}}Morris, M. R., &amp; Horvitz, E. (2007). SearchTogether: An interface for collaborative web search. In UIST, Newport, RI, October 7-10 (pp. 3-12).
[29]
}}Morris, M. R., Teevan, J., &amp; Bush, S. (2008). Enhancing collaborative web search with personalization: Groupization, smart splitting, and group hit-highlighting. In Proceedings of CSCW 2008 (pp. 481-484).
[30]
}}Paul, S., &amp; Morris, M. R. (2009). CoSense: Enhancing sensemaking for collaborative web search. In Proceedings of CHI 2009 (pp. 1771-1780).
[31]
}}Pickens, J., Golovchinsky, G., Shah, C., Qvarfordt, P., &amp; Back, M. (2008). Algorithmic mediation for collaborative exploratory search. In Proceedings of ACM SIGIR, Singapore, July 20-24.
[32]
}}Root, R. W. (1988). Design of a multi-media vehicle for social browsing. In Proceedings of the conference on computer-supported cooperative work (CSCW) (pp. 25-38).
[33]
}}Shah, C., Marchionini, G., &amp; Kelly, D. (2009). Learning design principles for a collaborative information seeking system. In The proceedings of CHI 2009, April 4-9. Boston, MA.
[34]
}}Shah, C. (2009). Lessons and challenges for collaborative information seeking (CIS) systems developers. In The proceedings of collaborative information behavior workshop at GROUP 2009, May 10, Sanibel Island, Florida.
[35]
}}Shaw, J. A., &amp; Fox, E. A. (1994). Combination of multiple searches. In Text (REtrieval) conference (pp. 105-108).
[36]
}}Smeaton, A. F., Lee, H., Foley, C., McGivney, S., &amp; Gurrin, C. (2006). Fí'schlár-DiamondTouch: Collaborative video searching on a table. In Proceedings of SPIE (Vol. 6073). <http://dx.doi.org/10.1117/12.643077>.
[37]
}}Smyth, B., Balfe, E., Briggs, P., Coyle, M., Freyne, J. (2003). Collaborative web search. In Proceedings of the international joint conference on artificial intelligence (IJCAI) August 9-15 (pp. 1417-1419). Morgan Kaufmann: Acapulco, Mexico.
[38]
}}Smyth, B., Balfe, E., Briggs, P., Coyle, M., &amp; Freyne, J. (2003). Collaborative web search. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI) (pp. 1417-1419), August 9-15. Acapulco, Mexico.
[39]
}}Twidale, M. B., &amp; Nichols, D. M. (1996). Collaborative browsing and visualisation of the search process. In Proceedings of Aslib (Vol. 48, pp. 177-182).
[40]
}}Browsing is a collaborative process. Information Processing and Management. v33 i6. 761-783.
[41]
}}Wittenburg, K., Das, D., Hill, W., &amp; Stead, L. (1995). Group asynchronous browsing on the World Wide Web. In Proceedings of WWW conference, Boston, MA, December 11-14.

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  1. Role-based results redistribution for collaborative information retrieval

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      Published In

      cover image Information Processing and Management: an International Journal
      Information Processing and Management: an International Journal  Volume 46, Issue 6
      November, 2010
      171 pages

      Publisher

      Pergamon Press, Inc.

      United States

      Publication History

      Published: 01 November 2010

      Author Tags

      1. Algorithmic mediation
      2. Collaborative search
      3. Evaluation

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      • (2019)“Active followers”Proceedings of the Association for Information Science and Technology10.1002/pra2.19456:1(829-831)Online publication date: 18-Oct-2019
      • (2018)Contrasting Search as a Learning Activity with Instructor-designed LearningProceedings of the 27th ACM International Conference on Information and Knowledge Management10.1145/3269206.3271676(167-176)Online publication date: 17-Oct-2018
      • (2018)Beyond traditional collaborative searchInformation Processing and Management: an International Journal10.1016/j.ipm.2017.09.00354:1(60-87)Online publication date: 1-Jan-2018
      • (2018)Collaborative exploratory search for information filtering and large-scale information triageJournal of the Association for Information Science and Technology10.1002/asi.2396169:3(395-409)Online publication date: 1-Mar-2018
      • (2017)Investigation on dynamics of group decision making with collaborative web searchProceedings of the International Conference on Web Intelligence10.1145/3106426.3106505(434-441)Online publication date: 23-Aug-2017
      • (2017)An Interface for Supporting Asynchronous Multi-Level Collaborative Information RetrievalProceedings of the 2017 Conference on Conference Human Information Interaction and Retrieval10.1145/3020165.3020172(225-234)Online publication date: 7-Mar-2017
      • (2016)Collaborative Information RetrievalProceedings of the 2016 ACM International Conference on the Theory of Information Retrieval10.1145/2970398.2970442(7-8)Online publication date: 12-Sep-2016
      • (2016)Report on the First International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol'2015)ACM SIGIR Forum10.1145/2964797.296480550:1(42-48)Online publication date: 27-Jun-2016
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      • (2016)Contextual Support for Collaborative Information RetrievalProceedings of the 2016 ACM on Conference on Human Information Interaction and Retrieval10.1145/2854946.2854963(33-42)Online publication date: 13-Mar-2016
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