ABSTRACT
People engaged in complex searches such as planning a vacation or understanding their medical symptoms are often overwhelmed by opening and managing many tabs. These challenges are exacerbated as search moves to smartphones and mobile devices where screen real-estate is limited and tasks are frequently suspended, resumed, and interleaved. Rather than continue to utilize tab-based browsing for complex search, we introduce a new way of browsing through a scaffolded interface. The list of search results serves as a mutable workspace, where a user can track progress on a specific information query. The search query serves as a gateway into this workspace, accessed through a task-subtask hierarchy. We instantiate this in the Bento mobile search system and investigate its effectiveness in three studies. We find converging evidence that users were able to make progress on their complex searching tasks with this structure, and find it more organized and easier to revisit.
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- Altmann, E. M., and Trafton, J. G. Memory for goals: An activation-based model. Cognitive science 26, 1 (2002), 39--83.Google Scholar
- Anderson, C. R., and Horvitz, E. Web montage: A dynamic personalized start page. In Proceedings of the 11th international conference on World Wide Web, ACM (2002), 704--712. Google ScholarDigital Library
- Anderson, J. Forrester Market Report: Consumer Behavior Online: A 2009 Deep Dive. http://www.forrester.com/go?docid=54327, 2009. Accessed: 2017-09--10.Google Scholar
- Anderson, J. R., and Milson, R. Human memory: An adaptive perspective. Psychological Review 96, 4 (1989), 703.Google ScholarCross Ref
- Berant, J., Chou, A., Frostig, R., and Liang, P. Semantic parsing on freebase from question-answer pairs. In EMNLP, vol. 2 (2013), 6.Google Scholar
- Blanco, R., Cambazoglu, B. B., Mika, P., and Torzec, N. Entity recommendations in web search. In International Semantic Web Conference, Springer (2013), 33--48. Google ScholarDigital Library
- Bota, H., Zhou, K., and Jose, J. M. Playing your cards right: The effect of entity cards on search behaviour and workload. In Proceedings of the 2016 ACM on Conference on Human Information Interaction and Retrieval, CHIIR '16, ACM (New York, NY, USA, 2016), 131--140. Google ScholarDigital Library
- Bota, H., Zhou, K., Jose, J. M., and Lalmas, M. Composite retrieval of heterogeneous web search. In Proceedings of the 23rd international conference on World wide web, ACM (2014), 119--130. Google ScholarDigital Library
- Chang, J. C., Hahn, N., and Kittur, A. Supporting mobile sensemaking through intentionally uncertain highlighting. In Proceedings of the 29th Annual Symposium on User Interface Software and Technology, UIST '16, ACM (New York, NY, USA, 2016), 61--68. Google ScholarDigital Library
- Chang, J. C., Kittur, A., and Hahn, N. Alloy: Clustering with crowds and computation. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, ACM (2016), 3180--3191. Google ScholarDigital Library
- Cutting, D. R., Karger, D. R., Pedersen, J. O., and Tukey, J. W. Scatter/gather: A cluster-based approach to browsing large document collections. In Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval, ACM (1992), 318--329. Google ScholarDigital Library
- Daft, R. L., and Weick, K. E. Toward a model of organizations as interpretation systems. Academy of management review 9, 2 (1984), 284--295.Google Scholar
- Dervin, B. An overview of sense-making research: Concepts, methods, and results to date. The Author, 1983.Google Scholar
- Dischler, J. Building for the next moment. http://adwords.blogspot.com/2015/05/ building-for-next-moment.html, 2015.Google Scholar
- Dubroy, P., and Balakrishnan, R. A study of tabbed browsing among mozilla firefox users. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, ACM (2010), 673--682. Google ScholarDigital Library
- Fisher, K., Counts, S., and Kittur, A. Distributed sensemaking: improving sensemaking by leveraging the efforts of previous users. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, ACM (2012), 247--256. Google ScholarDigital Library
- Gioia, D. A., and Chittipeddi, K. Sensemaking and sensegiving in strategic change initiation. Strategic management journal 12, 6 (1991), 433--448.Google Scholar
- Hahn, N., Chang, J., Kim, J. E., and Kittur, A. The knowledge accelerator: Big picture thinking in small pieces. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, ACM (2016), 2258--2270. Google ScholarDigital Library
- Hearst, M. A., and Degler, D. Sewing the seams of sensemaking: A practical interface for tagging and organizing saved search results. In Proceedings of the Symposium on Human-Computer Interaction and Information Retrieval, ACM (2013), 4. Google ScholarDigital Library
- Henderson Jr, D. A., and Card, S. Rooms: the use of multiple virtual workspaces to reduce space contention in a window-based graphical user interface. ACM Transactions on Graphics (TOG) 5, 3 (1986), 211--243. Google ScholarDigital Library
- Huang, J., and White, R. W. Parallel browsing behavior on the web. In Proceedings of the 21st ACM conference on Hypertext and hypermedia, ACM (2010), 13--18. Google ScholarDigital Library
- Kaptelinin, V., and Czerwinski, M. Beyond the desktop metaphor: designing integrated digital work environments, vol. 1. The MIT Press, 2007. 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 & Technology 58, 7 (2007), 999--1018. Google ScholarDigital Library
- Kittur, A., Peters, A. M., Diriye, A., Telang, T., and Bove, M. R. Costs and benefits of structured information foraging. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, ACM (2013), 2989--2998. Google ScholarDigital Library
- Klein, G., Moon, B., and Hoffman, R. R. Making sense of sensemaking 1: Alternative perspectives. IEEE intelligent systems, 4 (2006), 70--73. Google ScholarDigital Library
- Kules, B., and Capra, R. Creating exploratory tasks for a faceted search interface. In Second Workshop on Human-Computer Interaction (HCIR 2008) (2008).Google Scholar
- Lasecki, W. S., Wesley, R., Nichols, J., Kulkarni, A., Allen, J. F., and Bigham, J. P. Chorus: A crowd-powered conversational assistant. In Proceedings of the 26th Annual ACM Symposium on User Interface Software and Technology, UIST '13, ACM (New York, NY, USA, 2013), 151--162. Google ScholarDigital Library
- Lella, A. Number of mobile-only internet users now exceeds desktop-only in the u.s. https://www.comscore.com/Insights/Blog/Number-ofMobile-Only-Internet-Users-Now-Exceeds-DesktopOnly-in-the-U.S, 2015.Google Scholar
- Marchionini, G. Exploratory search: from finding to understanding. Communications of the ACM 49, 4 (2006), 41--46. Google ScholarDigital Library
- Marshall, C. C., and Shipman III, F. M. Spatial hypertext and the practice of information triage. In Proceedings of the eighth ACM conference on Hypertext, ACM (1997), 124--133. Google ScholarDigital Library
- Milliken, F. J. Perceiving and interpreting environmental change: An examination of college administrators' interpretation of changing demographics. Academy of management Journal 33, 1 (1990), 42--63.Google Scholar
- Moraveji, N., Russell, D., Bien, J., and Mease, D. Measuring improvement in user search performance resulting from optimal search tips. In Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval, ACM (2011), 355--364. Google ScholarDigital Library
- Morris, D., Ringel Morris, M., and Venolia, G. Searchbar: a search-centric web history for task resumption and information re-finding. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, ACM (2008), 1207--1216. Google ScholarDigital Library
- Morris, M. R., and Horvitz, E. Searchtogether: an interface for collaborative web search. In Proceedings of the 20th annual ACM symposium on User interface software and technology, ACM (2007), 3--12. Google ScholarDigital Library
- Oulasvirta, A., and Saariluoma, P. Surviving task interruptions: Investigating the implications of long-term working memory theory. International Journal of Human-Computer Studies 64, 10 (2006), 941--961. Google ScholarDigital Library
- Pirolli, P., and Card, S. The sensemaking process and leverage points for analyst technology as identified through cognitive task analysis. In Proceedings of international conference on intelligence analysis, vol. 5 (2005), 2--4.Google Scholar
- Quarteroni, S., and Manandhar, S. Designing an interactive open-domain question answering system. Natural Language Engineering 15, 01 (2009), 73--95. Google ScholarDigital Library
- Rose, D. E., and Levinson, D. Understanding user goals in web search. In Proceedings of the 13th international conference on World Wide Web, ACM (2004), 13--19. Google ScholarDigital Library
- Russell, D. M., Stefik, M. J., Pirolli, P., and Card, S. K. The cost structure of sensemaking. In Proceedings of the INTERACT'93 and CHI'93 conference on Human factors in computing systems, ACM (1993), 269--276. Google ScholarDigital Library
- Shipman III, F. M., Hsieh, H., Maloor, P., and Moore, J. M. The visual knowledge builder: a second generation spatial hypertext. In Proceedings of the 12th ACM conference on Hypertext and Hypermedia, ACM (2001), 113--122. Google ScholarDigital Library
- Teevan, J., Karlson, A., Amini, S., Brush, A. J. B., and Krumm, J. Understanding the importance of location, time, and people in mobile local search behavior. In Proceedings of the 13th International Conference on Human Computer Interaction with Mobile Devices and Services, MobileHCI '11, ACM (New York, NY, USA, 2011), 77--80. Google ScholarDigital Library
- Teevan, J., Liebling, D. J., and Lasecki, W. S. Selfsourcing personal tasks. In CHI'14 Extended Abstracts on Human Factors in Computing Systems, ACM (2014), 2527--2532. Google ScholarDigital Library
- Voida, S., Mynatt, E. D., and Edwards, W. K. Re-framing the desktop interface around the activities of knowledge work. In Proceedings of the 21st annual ACM symposium on User interface software and technology, ACM (2008), 211--220. Google ScholarDigital Library
- Wang, Q., and Chang, H. Multitasking bar: prototype and evaluation of introducing the task concept into a browser. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, ACM (2010), 103--112. Google ScholarDigital Library
- White, R. W., Kules, B., Drucker, S. M., et al. Supporting exploratory search, introduction, special issue, communications of the acm. Communications of the ACM 49, 4 (2006), 36--39. Google ScholarDigital Library
- White, R. W., and Roth, R. A. Exploratory search: Beyond the query-response paradigm. Synthesis Lectures on Information Concepts, Retrieval, and Services 1, 1 (2009), 1--98. Google ScholarCross Ref
- Williams, K., Kiseleva, J., Crook, A. C., Zitouni, I., Awadallah, A. H., and Khabsa, M. Detecting good abandonment in mobile search. In Proceedings of the 25th International Conference on World Wide Web, WWW '16, International World Wide Web Conferences Steering Committee (Republic and Canton of Geneva, Switzerland, 2016), 495--505. Google ScholarDigital Library
Index Terms
- Bento Browser: Complex Mobile Search Without Tabs
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