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Designing Search for Humans
Prof. Marti Hearst UC Berkeley Strata Conference 2012 searchuserinterfaces.com
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Feelings Conversing Sociability
Consider the Human Feelings Conversing Sociability
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Shutterstock: http://www. faqs. org/photo-dict/phrase/3404/emoticons
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Aesthetics Emotional Stages Flow
Feelings Aesthetics Emotional Stages Flow
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Feelings: The Importance of Aesthetics
With an aesthetically pleasing design: People will enjoy working with it more People will persist searching longer People will choose it even if it is less efficient Nakarada-Kordic & Lobb, 2005, Ben-Basset et al. 2006, Parush et al. 1998, van der Heijden 2003
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Feelings: The Importance of Aesthetics
Small details matter A left hand side line vs. a box for ads The line integrates the results into the page Balancing white space with content Balancing font color, shape, and weight Hotchkiss 2007
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Feelings Kuhlthau on informational AND emotional stages in search
Uncertainty and apprehension Initiation Confusion, uncertainty, doubt, frustration Selection Exploration Optimism (after deciding) Formulation Confidence dawning * Collection Confidence growing Presentation Relief and satisfaction (or disappointment) (Assuming novice researchers engaged in challenging tasks)
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Feelings: The Importance of Flow
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Feelings: The Importance of Flow
From Csikszentmihalyi, M. (1991). Flow: The Psychology of Optimal Experience. HarperCollins via Bederson, Interfaces for staying in the flow, ACM Ubiquity 5(7), 2004
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Properties of Interfaces with Flow
Inviting Supports interrupt-free engagement in the task No blockages Easy reversal of actions Next steps seem to suggest themselves Supplies guidance Task-specific Light weight
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Conversing People like to talk
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Recent Trends Phone-based devices widely used
Naturally accepts spoken input Difficult to type on Touch screen interaction increasingly popular Also difficult to type on Speech recognition technology is improving Huge volumes of training data is now available What are the impediments?
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We need a “cone of silence”
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Alternative text entry
swype.com Gesture search, Li 2010
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Speaking leads to conversation
People naturally prefer a give-and-take Dialogue is getting closer with a combination of Massive behavioral data Intense machine learning research Advanced user interface design Real-time contextual information
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: Dialogue SIRI came out of the DARPA CALO project
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Sociability People are Social; Computers are Lonely.
Don’t Personalize Search, Socialize it!
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Social Search Asking: Communicating directly with others.
Implicit: Suggestions generated as a side-effect of search activity. Collaboration: Working with other people on a search task. Explicit: knowledge accumulates via the actions of many.
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Social Search: Asking for Answers
Asking experts in a social network Richardson and White, WWW 2011
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Social Search: People Collaborating
Pickens et al., SIGIR 2008
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Social Search: People Collaborating
Jetter et al., CHI 2011
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Summary: Consider the Human
Feelings Emotional responses to information seeking Aesthetics Flow Conversing Audio and video are the future People prefer a natural dialogue Sociability Search as a social and collaborative experience Turning to others for certain types of task Sharing information for next-generation knowledge management
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Full text freely available at: http://searchuserinterfaces.com
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