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Filter Bubble or Serendipity Machine On_Tracks 28 November, 2011

Filter Bubble or Serendipity Machine

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A presentation about personalization and the opportunities and dangers of filters.

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Page 1: Filter Bubble or Serendipity Machine

Filter Bubble or Serendipity Machine

On_Tracks 28 November, 2011

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The digital world of ME

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We are living in a world where information comes to us

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If we don’t see the information it probably isn’t important.

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What does this mean for libraries?

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The way it used to be

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• Filing cards

• Physical book shelves

• Active search

• Manual build-up of relevance

• Interaction with librarians

• Serendipitous discoveries on the shelves

• Topical connections through physical proximity

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Today search is just…

…search

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Digitization creates fantastic opportunities

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But with great power, comes great responsibility

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Opportunity

New ways to serve your customers

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Responsibility

Do not make your customers lazy

Do not create filter bubbles

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What is personalization?

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Interactive elements

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Customization

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Rule based personalization

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Mathematical filtering

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Social filtering

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Personalization and libraries

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Interactive elements

• Not that relevant

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Customization

• Subscribe to subjects

• Subscribe to authors

• Personal dashboard

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Rule based personalization

• People who searched for

phenomenology should see

more of this next time they

search

• People who search for more

than 5 minutes should get

personal chat help

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Mathematical filtering

• People who searched for

”Discipline and Punish”

should also see ”The history

of Sexuality”.

• Tell us your course name and

we will recommend literature

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Social filtering

• What are the people at my

course/research group searching for?

• Create personal profiles, where people

share their searches and reading

• Create subject groups, where people can

share search within specific areas

• Who are my academic subject neighbors?

What are they searching for/reading?

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The dangers of filtering

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We always lived in filter bubbles

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But the digital bubble is different

• We are alone in our bubbles

• The filter bubble is invisible

• You don’t choose the filter bubble yourself

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Why is it dangerous?

• It destroys the common agenda

• People get stuck in one perspective

• The death of academic creativity

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What we should do as filter builders?

• Make filters transparent

• Make it possible to opt out of filters

• Combine machine filters with human filters

• Build in more randomness

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We need filters!

But we need to build responsible filters

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