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The Faceted Interface: Optimizing the Usability of Enterprise Search Glenn Barnett, Principal Consultant, Molecular
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Copyright © 2007 Molecular, Inc. | www.molecular.com 2
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3 Result Page: 1 2 3 4 5 6 7 8 9 10 Next
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Copyright © 2007 Molecular, Inc. | www.molecular.com 4 Text Search Natural Language Processing Relevance Ranking Fuzzy Matching Filtering Faceted Navigation Type-Ahead / Auto-Suggest SlidersHistograms
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Copyright © 2007 Molecular, Inc. | www.molecular.com 5 What is Faceted Navigation? Content Type HTML XML PDF Content Category Human Resources Information Systems Management Publication Date Past Week Past Month Past Year Facet Facet Values Facet Facet Values Facet Facet Values
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Copyright © 2007 Molecular, Inc. | www.molecular.com 6
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8 PC Connection - 2003
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Copyright © 2007 Molecular, Inc. | www.molecular.com 9 Measuring facet usage Usability test of existing site Surprisingly low facet usage across tasks Example task: Find laptop under $1400, 2+ GHz, 30+ GB drive, DVD player, as light as possible 5 out of 8 total participants used facets, some with hesitation 1 out of 4 infrequent visitors used facets Log file analysis metrics Percentage of visitors who used facets Percentage of visitors who reached product page Conversion rate User interviews Some customers expressed difficulty finding products
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Copyright © 2007 Molecular, Inc. | www.molecular.com 10 What wasn’t working? Discoverability People weren’t noticing the facets Usability People couldn’t use the facets easily
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Copyright © 2007 Molecular, Inc. | www.molecular.com 11 Discoverability: Placement & Prominence Strong user behavior patterns on results pages Eyes tend to jump to where they expect results to begin Vertical page scanning
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Copyright © 2007 Molecular, Inc. | www.molecular.com 12 Discoverability: Placement & Prominence
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Copyright © 2007 Molecular, Inc. | www.molecular.com 13 Discoverability: Placement & Prominence Users may not expect facets, so we need to intercept their eyes Position facets as close as possible to top of results Stack above results when possible Make prominent by using: Size Color Shape White space Interface elements (link underlining, form elements)
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Copyright © 2007 Molecular, Inc. | www.molecular.com 14 Discoverability: Connection to results Clear visual connection between facets and results list
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Copyright © 2007 Molecular, Inc. | www.molecular.com 15 Usability Goal: Ensure people can easily use the facets Selecting values Verifying selections Modifying selections
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Copyright © 2007 Molecular, Inc. | www.molecular.com 16 Usability: Selecting values Familiar interface elements reduce learning curve for new interactions Simple text links Drop-down menus Numbers help users see effects of their choices in advance
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Copyright © 2007 Molecular, Inc. | www.molecular.com 17 Usability: Selecting values Support selection of multiple values where appropriate E.g., brand, features
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Copyright © 2007 Molecular, Inc. | www.molecular.com 18 Usability: Verifying selections Breadcrumbs: the common approach May not be prominent enough to give clear user feedback Often too separated from what I just clicked on Inconsistent with expectations for breadcrumb behavior
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Copyright © 2007 Molecular, Inc. | www.molecular.com 19 Usability: Verifying selections Place contextually near facet controls Yahoo!
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Copyright © 2007 Molecular, Inc. | www.molecular.com 20 Usability: Verifying selections Use more familiar interface elements Simple list Checkboxes Drop-down menus
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Copyright © 2007 Molecular, Inc. | www.molecular.com 21 Usability: Verifying selections Treat search term like another selected facet
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Copyright © 2007 Molecular, Inc. | www.molecular.com 22 Usability: Modifying selections Make sure users can modify their selections Breadcrumbs are at a disadvantage here Beware the “X” Beware making users work too hard
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Copyright © 2007 Molecular, Inc. | www.molecular.com 23 The new PC Connection Discoverability Placement on left Prominence with color, drop-down menus, and movement Connection to results with color and shape Usability Selecting values with familiar drop-downs Numbers, more link Verifying selections via familiar checkboxes, placed contextually Search terms and Clearance too Modifying values by unchecking
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Copyright © 2007 Molecular, Inc. | www.molecular.com 24 The new PC Connection Usability test of new site Facet usage greatly improved Same task: Find laptop under $1400, 2+ GHz, 30+ GB drive, DVD player, as light as possible 10 out of 10 participants used facets without hesitation Log file analysis Improved use of facets Improved conversion rate Customer service feedback positive
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Copyright © 2007 Molecular, Inc. | www.molecular.com 25 Facet Configuration Best Practices Facet selection: Which should appear? Facet sequence: In what order? Facet values: What options for each?
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Copyright © 2007 Molecular, Inc. | www.molecular.com 26 Facet selection What facets should appear? Know your data Look at your logs Click paths and feature usage Search terms Talk with your users Interviews Survey Minimize information overload
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Copyright © 2007 Molecular, Inc. | www.molecular.com 27 Facet sequence What order should they appear in? By usage Alphabetical By type (e.g., all the tech specs grouped together) Consistent across categories? Task or category appropriateness more important than sitewide consistency Example: “Platform” facet in Laptops vs. Cables
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Copyright © 2007 Molecular, Inc. | www.molecular.com 28 Facet values Common practice: Values as ranges Does not reflect more common usage “I want to spend less than $200” “I want at least a 12-inch screen” CNET Crutchfield
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Copyright © 2007 Molecular, Inc. | www.molecular.com 29 Facet values
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Copyright © 2007 Molecular, Inc. | www.molecular.com 30 Facet values Values should be minimums or maximums where appropriate
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Copyright © 2007 Molecular, Inc. | www.molecular.com 31 Facet Configuration Best Practices - Summary The faceted interface is only as good as what lies behind it Good metadata Useful Accurate Clear User-centered taxonomy and labeling Good search Relevancy Thesaurus (synonyms, acronyms, abbreviations, stemming, spelling variants, stop words)
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Copyright © 2007 Molecular, Inc. | www.molecular.com 32 Thank you Glenn Barnett Principal Consultant, Molecular glenn.barnett@molecular.com
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