perils of popularity
DESCRIPTION
or how to design for hits Talk about the nature of popularity at Yahoo Research Berkeley on May 25th, 2007TRANSCRIPT
The perils The perils of of popularity popularity (or how to create (or how to create hits)hits)
Rashmi Sinhawww.slideshare.net
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5 5 observationsobservations about today’s about today’s
web web 3 3 modelsmodels of popularityof popularity
10 10 principlesprinciples for designfor design
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5 5 observationsobservations
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1. 1. Second Second generationgeneration social networks social networks
Sharing in large networks, versus own siteHuman crawlersUrban sociality
Sharing in large networks, versus own siteHuman crawlersUrban sociality
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How it works•People connect to each other•Six degrees of separation•“Are you my friend” awkwardness
First generation Social Networks(Friendster, LinkedIn…)
1) I am linked to ->
-> to you
--->You are linked to her ->
-> to her…
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HiHiI found you while I was I found you while I was searching my network at searching my network at LinkedIn. Let's connect LinkedIn. Let's connect directly, so we can help each directly, so we can help each other with referrals. If we other with referrals. If we connect, both of our networks connect, both of our networks will grow…will grow…
X
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Object mediated Object mediated social networkssocial networks
“… sociality along lines that include objects in the concept of social relations.” Katrin-Knorr Cetina
“… sociality along lines that include objects in the concept of social relations.” Katrin-Knorr Cetina
Coffee
Tomatoes
1) I share my pics ->
-> with you --->
-->You share your pics ->
---> with him
How it works•People share objects | watch others•Connections through objects•Social info streams: emergence of popular, interesting items
Model a: Watercooler conversations (around objects e.g., Flickr, Yahoo answers)
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How it works•Individual to individual to individual•Popularity based navigation track “viral” items
Model b: Viral sharing (passing on interesting stuff, e.g., YouTube videos)
1) I send video I like -> -> to you. You pass on -->
--> to her, who sends on
to her, who passes on…
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1) I tag my bookmarks
-> you see my tags
-->You share your tags ->
How it works•Saving & tagging your stuff (creating bookmarks).•Tags mediate social connections•Formation of social/conceptual information streams. Emergence of popular, interesting items
Model c: Tag-based social sharing (linked by concepts. e.g., del.icio.us)
politicslebanon
Global voices
politics
technologyGlobal voices
webJAVA
CNN networksblogs
science
science
science
brain
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1) I find interesting story
-> you rate story
-->Others rate stories
How it works•Finding and rating stories•Popular stories rise to top
Model d: Social news creation (rating news stories, e.g., digg, Newsvine)
5
4
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Urban socialityUrban socialityCrowds in MMORPGSAlone together Passive presence of othersPlaying for the audience, but not interacting(Ducheneaut et al. CHI 2006)
Social facilitation passive presence can influenceObserved in cockroaches!(Zajonc, 1960)
Crowds in MMORPGSAlone together Passive presence of othersPlaying for the audience, but not interacting(Ducheneaut et al. CHI 2006)
Social facilitation passive presence can influenceObserved in cockroaches!(Zajonc, 1960)
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2. Sharing is 2. Sharing is relevant to relevant to searchsearch
Conversations around objects: community meets catalog
Conversations around objects: community meets catalog
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Popularity Popularity is popular is popular
on sharing siteson sharing sites
No multi-level menus!Navigation = Top100 lists, tag clouds
No multi-level menus!Navigation = Top100 lists, tag clouds
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Did Paul Ford speak too soon?Did Paul Ford speak too soon?
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The sharing imperative
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is starting to influence search
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SharingSharing compared to compared to searchsearch
shared by creatorsmaller reachhigher qualitycentralized repositoriesrelatively homogenoussocial activity inside indicates relevancy, popularity
shared by creatorsmaller reachhigher qualitycentralized repositoriesrelatively homogenoussocial activity inside indicates relevancy, popularity
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3. 3. conformity conformity effectseffects in social decisions in social decisions
sequential decisionseven 3 is enough
sequential decisionseven 3 is enough
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Information Influence
Normative Influence
Interpersonal Influence
How Influence WorksHow Influence Works
The individual
Compliance
Conversion (private acceptance)
Independence
Counterconformity
SocialInfluence
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Social influenceSocial influence in in web-based systemsweb-based systems
Cognitive Diversity
IndependenceDecentralizationEasy Aggregation
Cognitive Diversity
IndependenceDecentralizationEasy Aggregation
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3. 3. rich get richer rich get richer effects effects at network levelat network level
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Duncan Watts Duncan Watts experimentsexperiments
Two worldsIndividual
Social Influence – 8 separate worldsTheory of cumulative advantage
Two worldsIndividual
Social Influence – 8 separate worldsTheory of cumulative advantage
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4.4. Era of hits Era of hits is not over is not over
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Long tailLong tail hypothesishypothesis
democratized production > more inventorydemocratized distribution > more consumption lowered search costs > reach niches
democratized production > more inventorydemocratized distribution > more consumption lowered search costs > reach niches
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N Sync N Sync vs.vs. lonely girllonely girl
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System designer System designer as as studio bossstudio boss
People want a shared realityMechanisms emerge to create trends
People want a shared realityMechanisms emerge to create trends
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Creating trendsCreating trendsEverything starts as equalPeople can connect locally
Highlight alternative viewpointsSystem should be flexible
Everything starts as equalPeople can connect locally
Highlight alternative viewpointsSystem should be flexible
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33 models of models of
socialitysocialityGoogleDiggYouTube
GoogleDiggYouTube
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Google -Google - Blind sociality Blind socialityless social engagementsequential conformity reduced
less social engagementsequential conformity reduced
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No way to navigate social network
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Digg as a laser Digg as a laser beambeam
Focused in timeon tech topicsyoung male users
Focused in timeon tech topicsyoung male users
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encouragesencourages mobsmobsQuick, engaging, transparent metric
Sequential decisions
Quick, engaging, transparent metricSequential decisions
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Youtube - Youtube -
promiscuouspromiscuous
popularitypopularityMany metricsDifferent strokes for different folks
Many metricsDifferent strokes for different folks
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Popularity onPopularity on SlideShareSlideShare
Metric GoalFavorite & tag Remember stuff, tell someone
you like their stuff
Comment Interact with others
View Watch it
Embed Share on your blog
Download Keep it on your desktop
Email Share with your friends
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Most viewedMost viewedshown on front page
content it surfaces
shown on front pagecontent it surfaces
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Most Most favorited & favorited & taggedtagged
balance individual and socialreflect back tags in social streammain social gesture
balance individual and socialreflect back tags in social streammain social gesture
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10 10 principles to principles to design for sharingdesign for sharing
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Forget the ipod!Forget the ipod!
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Give up controlGive up controlThis is messy!This is messy!
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1. Make system1. Make system
personally usefulpersonally usefulmemorable personal snippets (e.g., Del.icio.us & Flickr)Self-expression (e.g., Newsvine)Social status: Digg
Don’t count on altruismthrive on people’s selfishness
memorable personal snippets (e.g., Del.icio.us & Flickr)Self-expression (e.g., Newsvine)Social status: Digg
Don’t count on altruismthrive on people’s selfishness
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2. Symbiotic relationship between2. Symbiotic relationship between
personal & personal & socialsocial
Small individual contributionscan be collected and mashed-upSimple, guessable URLs for everything
Personal snippets > Social streamPictures > by EventsMusic > by Playlists
Small individual contributionscan be collected and mashed-upSimple, guessable URLs for everything
Personal snippets > Social streamPictures > by EventsMusic > by Playlists
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3. Porous boundary 3. Porous boundary between public & privatebetween public & private
Personal desktop software vs. social websites
People will share for the right returnsdefaults to public, can change to private
user has control individual pieces & sets
Personal desktop software vs. social websites
People will share for the right returnsdefaults to public, can change to private
user has control individual pieces & sets
Privacy settings on Flickr
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4.4. levels of levels of participationparticipation
Everyone does not need to create!Implicit creation (creating by consuming)Remixing—adding value to others’ content
Everyone does not need to create!Implicit creation (creating by consuming)Remixing—adding value to others’ content
Source: Bradley Horowitz’s weblog, Elatable, Feb. 17, 2006, “Creators, Synthesizers, and Consumers”
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5. Let people feel5. Let people feel presence of presence of othersothers
Sense that others are out therewhat paths are wornreal time updating
Sense that others are out therewhat paths are wornreal time updating
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6. and yet,6. and yet, moments of moments of Independence…Independence…
Choreography: when alone, when part of group
prevent mobsnot too easy to mimic othersincentives for originalityallow for alternative viewpoints
Choreography: when alone, when part of group
prevent mobsnot too easy to mimic othersincentives for originalityallow for alternative viewpoints
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7. Add in7. Add in serendipity serendipity navigation not just about popularityaccess to some popular stuff (keep this fast moving)make “long tail” accessiblepopularity as a jump off point to other ways of exploringpersonalization & recommendationsad-hoc groups?
navigation not just about popularityaccess to some popular stuff (keep this fast moving)make “long tail” accessiblepopularity as a jump off point to other ways of exploringpersonalization & recommendationsad-hoc groups?
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8. Complete 8. Complete circle of circle of sharingsharing
I share
You use it
??
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9. Add in a9. Add in a dash of dash of expertsexperts
contest on SlideShare: both judges & popular votes
contest on SlideShare: both judges & popular votes
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10. Most of all,10. Most of all, allow for allow for playplay
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Finally Finally your slides athttp://www.slideshare.net/tag/yrb
find me at http://www.slideshare.net/rashmi