SlideShare a Scribd company logo
Olga Smyslova
olga@smyslova.com
Social Search and Discovery:
The evolution of recommendation
engine
YouTube videos aggregator:
• View the videos and vote ↑ Jaa or ↓ Nix
• Get videos to view based on your interests, likes, and
dislikes
Usability Methods:
• Discount Usability studies (live and
remote, via Skype)
• Questionnaires (mostly on usage of social
services and new Jaanix features)
• Getting as much feedback as possible
through forums and discussion groups
• Conceptual studies and exploration: what
users like to use and why
Target audience (same as Digg,
Del.icio.us, Reddit)
• Internet-savvy (spending 3-4 hours per
day online)
• Relatively young (up to their 40-ies)
• Highly connected
• Strong desire to be up to date
• Mostly male
Users feedback: it looks nice, but…
• I have no idea what to
do with it, other than
watching videos
• Why some of the
videos move to
another place, while
others don’t?
• What is it all about?
Further approximations
• A separate page for
registration: 5
topics/tags for users
to choose to find
relevant content
• Tabs (pictures,
videos, links)
• Tag cloud
• Search on site
Jaanix prototypes: Style
Jaanix prototypes: events
Users needs:
• To find new, interesting stories on the web
• To be able to reach their favorite content
• To share content with friends and discuss
it
• To feel social, engaged, in the flow
Social networking experience
feedback
• I start my day with my friend
feed… After reading a funny
story I feel like I met with my
friends – now I am up and
running
• It is like a cup of tea or going
to a great party
• I feel very social and ready for
adventures… worse than that
– I am ready for my daily
boring routines
Interviews showed:
Highly connected study participants use
social networking sites as their creative
labs or gatherings around water cooler.
They get inspiration, ideas, support, peer
recognition online and share their findings
there.
Jaanix: users’ feedback
• No need to click and choose topics
I want to see something interesting right now
• Ownership
Where my favorite videos will go? Can I keep my own links
there?
• Easy posting process
I want to grab the good stuff I see and post it right away,
no hassle with links, copy-and-paste…
Posting process: one click
Compare with LiveJournal: posting
a picture
Compare with Blogger: posting a
video
Compare with Reddit: link
submission
Next Jaanix incarnation:
• Tag cloud transformed
into categories (still tags)
with sliders:
• All types of content
together – links, video,
and pictures
• Name of a person
submitting a link
• Jaanix magic numbers:
ratings
Series of A/B testing: Rating tools
Stars vs. sliders
Picture size
Analysis of comments:
• Whenever possible
• Not taken as granted,
but a stimulus for
more research
Log analysis
• February – a great
month for Jaanix
• Each wide discussion
on any service or
forum sends crowds
to check on Jaanix
• Some of them stay
with us…
Registered users statistics: sliders
vs. votes usage
Three equally divided
groups:
• Some visitors use
sliders to play with
Jaanix content
• Some like to vote on
submissions and see
what Jaanix can
suggest them
• Some like both tools
Communication needs:
users’ metaphors on using Jaanix
• Watching a movie alone
• Spending time in an aquarium. There are
beautiful fish and interesting people
around, but you cannot reach them
• “Cold” service, not sure that there are real
people behind the scenes
The social network was born
• Most users appealed to a social network
or forum while discussing Jaanix (RSS
feed, Livejournal, Reddit)
• Users wanted to see _who_ submitted a
link or a video
• Communication needs: the ability to
discuss the link posted by others.
Visitor numbers:
• Return visitors (no accounts) – 7%
• Convertion rate (percent of users creating
accounts after visiting Jaanix) - 1%
• Number of active users (posting at least
once a week) – about 200
• Number of Jaanix users – about 2000
(visiting Jaanix at least once a week)
The last experiment
Heat maps usage:
Link “People” was on site before the
functionality itself
Users showed interest, clicking on the link
The functionality was added as users
“requested”
The final version of Jaanix:
• Social bookmarking
• Personalized recommendations
• Micro-blogging
• Comments
• The ability to find like-minded people
• Export to Deli.cio.us and Twitter
• Keeping spammers out: the accounts were not
suspended, but nobody could see their posts
Some more feedback
• The combination of Jaanix and illumio – a hosted service
that found relevant material in RSS feeds – would be
brilliant. For now, I'll use both; illumio to sort feeds, and
Jaanix to repost and comment on interesting articles.
• It hadn't reached critical mass for a while, but recently
I've found a lot of absolutely fascinating articles on things
relative to my interests. Reading the internet is fun again!
• I have now played with this site for about the past hour
and I’m sorry, I still don’t get it.
And more…
• I like how, after several hours, there is no
mention under "politics" of Bhutto's
assassination and one of the top three articles is
a week old DailyKos humor piece
• I kept scrolling down casually, thinking: "wow,
there are a lot of links on the main page because
I keep scrolling and I have yet to hit the bottom.“
• Reddit by people who can write software.
• Chasing the footer links down the page right now
trying to read the faq and about sections... :)
Lessons learned:
• Jaanix remained a black box users could
not understand.
• RSS import: let users bring their luggage
with them
• Keeping the existent networks is vital for
the users along with the ability to comment
others’ posts.
Jaanix Creators:
• Joseph Petviashvili
• Jonathan Christensen
• Koen Vos
Thank you!
Questions? Comments?

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Jaanix Revisited

  • 2. The evolution of recommendation engine
  • 3. YouTube videos aggregator: • View the videos and vote ↑ Jaa or ↓ Nix • Get videos to view based on your interests, likes, and dislikes
  • 4. Usability Methods: • Discount Usability studies (live and remote, via Skype) • Questionnaires (mostly on usage of social services and new Jaanix features) • Getting as much feedback as possible through forums and discussion groups • Conceptual studies and exploration: what users like to use and why
  • 5. Target audience (same as Digg, Del.icio.us, Reddit) • Internet-savvy (spending 3-4 hours per day online) • Relatively young (up to their 40-ies) • Highly connected • Strong desire to be up to date • Mostly male
  • 6. Users feedback: it looks nice, but… • I have no idea what to do with it, other than watching videos • Why some of the videos move to another place, while others don’t? • What is it all about?
  • 7. Further approximations • A separate page for registration: 5 topics/tags for users to choose to find relevant content • Tabs (pictures, videos, links) • Tag cloud • Search on site
  • 10. Users needs: • To find new, interesting stories on the web • To be able to reach their favorite content • To share content with friends and discuss it • To feel social, engaged, in the flow
  • 11. Social networking experience feedback • I start my day with my friend feed… After reading a funny story I feel like I met with my friends – now I am up and running • It is like a cup of tea or going to a great party • I feel very social and ready for adventures… worse than that – I am ready for my daily boring routines
  • 12. Interviews showed: Highly connected study participants use social networking sites as their creative labs or gatherings around water cooler. They get inspiration, ideas, support, peer recognition online and share their findings there.
  • 13. Jaanix: users’ feedback • No need to click and choose topics I want to see something interesting right now • Ownership Where my favorite videos will go? Can I keep my own links there? • Easy posting process I want to grab the good stuff I see and post it right away, no hassle with links, copy-and-paste…
  • 15. Compare with LiveJournal: posting a picture
  • 16. Compare with Blogger: posting a video
  • 17. Compare with Reddit: link submission
  • 18. Next Jaanix incarnation: • Tag cloud transformed into categories (still tags) with sliders: • All types of content together – links, video, and pictures • Name of a person submitting a link • Jaanix magic numbers: ratings
  • 19. Series of A/B testing: Rating tools
  • 22. Analysis of comments: • Whenever possible • Not taken as granted, but a stimulus for more research
  • 23. Log analysis • February – a great month for Jaanix • Each wide discussion on any service or forum sends crowds to check on Jaanix • Some of them stay with us…
  • 24. Registered users statistics: sliders vs. votes usage Three equally divided groups: • Some visitors use sliders to play with Jaanix content • Some like to vote on submissions and see what Jaanix can suggest them • Some like both tools
  • 25. Communication needs: users’ metaphors on using Jaanix • Watching a movie alone • Spending time in an aquarium. There are beautiful fish and interesting people around, but you cannot reach them • “Cold” service, not sure that there are real people behind the scenes
  • 26. The social network was born • Most users appealed to a social network or forum while discussing Jaanix (RSS feed, Livejournal, Reddit) • Users wanted to see _who_ submitted a link or a video • Communication needs: the ability to discuss the link posted by others.
  • 27. Visitor numbers: • Return visitors (no accounts) – 7% • Convertion rate (percent of users creating accounts after visiting Jaanix) - 1% • Number of active users (posting at least once a week) – about 200 • Number of Jaanix users – about 2000 (visiting Jaanix at least once a week)
  • 29. Heat maps usage: Link “People” was on site before the functionality itself Users showed interest, clicking on the link The functionality was added as users “requested”
  • 30. The final version of Jaanix: • Social bookmarking • Personalized recommendations • Micro-blogging • Comments • The ability to find like-minded people • Export to Deli.cio.us and Twitter • Keeping spammers out: the accounts were not suspended, but nobody could see their posts
  • 31.
  • 32. Some more feedback • The combination of Jaanix and illumio – a hosted service that found relevant material in RSS feeds – would be brilliant. For now, I'll use both; illumio to sort feeds, and Jaanix to repost and comment on interesting articles. • It hadn't reached critical mass for a while, but recently I've found a lot of absolutely fascinating articles on things relative to my interests. Reading the internet is fun again! • I have now played with this site for about the past hour and I’m sorry, I still don’t get it.
  • 33. And more… • I like how, after several hours, there is no mention under "politics" of Bhutto's assassination and one of the top three articles is a week old DailyKos humor piece • I kept scrolling down casually, thinking: "wow, there are a lot of links on the main page because I keep scrolling and I have yet to hit the bottom.“ • Reddit by people who can write software. • Chasing the footer links down the page right now trying to read the faq and about sections... :)
  • 34. Lessons learned: • Jaanix remained a black box users could not understand. • RSS import: let users bring their luggage with them • Keeping the existent networks is vital for the users along with the ability to comment others’ posts.
  • 35. Jaanix Creators: • Joseph Petviashvili • Jonathan Christensen • Koen Vos