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Prospector
 Abhinav Sharma | Mozilla Labs
Look, Its Me!

                CS / HCI Senior at Carnegie Mellon

                I worked on Prospector projects

                My mentor was Ed Lee (Mardak)

                I made stuff I wanted to see in Firefox
Stuff I Worked On




  RecallMonkey   Predictive Newtab   Tab Focus
1 | Recall Monkey
“What was that awesome page I found the other day?”
vs



What can Firefox do that Google can’t?
History Search has Problems

  Exact match search - ranking impossible

  Four Clicks to Access

  Can’t filter out or prioritize sites

  “Unnatural” search UI
Lets Fix That!




         Instant Access | tf-idf Ranking | Prioritize + Filter
AwesomeBar                         Recall Monkey
Quickly jump to popular websites   Dig deep to find obscure things

Ranked by frecency                 Ranked by text match (Okapi BM25)

Limited result set                 All matching results

No filters                          Filters

Implicit, frequently used          Explicit, less common usage
2 | Predictive Newtab
A Tale of Two Algorithms
     Search with RecallMonkey         Track the User’s Behavior

                                      Track what websites the user views
     Gather keywords from open tabs
                                      together

     POS Filter + Search              Look at last open tab

     Heuristically Filter results     Look back into the tracking data
So Which One Works?

                                           Search
                                           SFGate
                                           Stackoverflow
                                           Zappos
 Tracking                                  CollegeHumor
 Google
 Facebook
 Amazon



            Mixing these two is hard. We’re doing a Test Pilot study.
3 | Tab Focus

  Making Panorama More Useful...

  Organization needs discipline

  But its too late before we realize it

  Let the computer do it for me...
=
Work In Progress
  How does our brain cluster tabs?

  The browsing tree is the safest way.

  - Domain Names

  - Keywords (the “Google problem”)

  - Track tab Switching
Snaporama?
Thank You!
   Questions?

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Summer of Mozilla

  • 1. Prospector Abhinav Sharma | Mozilla Labs
  • 2. Look, Its Me! CS / HCI Senior at Carnegie Mellon I worked on Prospector projects My mentor was Ed Lee (Mardak) I made stuff I wanted to see in Firefox
  • 3. Stuff I Worked On RecallMonkey Predictive Newtab Tab Focus
  • 4. 1 | Recall Monkey
  • 5. “What was that awesome page I found the other day?”
  • 6. vs What can Firefox do that Google can’t?
  • 7. History Search has Problems Exact match search - ranking impossible Four Clicks to Access Can’t filter out or prioritize sites “Unnatural” search UI
  • 8. Lets Fix That! Instant Access | tf-idf Ranking | Prioritize + Filter
  • 9. AwesomeBar Recall Monkey Quickly jump to popular websites Dig deep to find obscure things Ranked by frecency Ranked by text match (Okapi BM25) Limited result set All matching results No filters Filters Implicit, frequently used Explicit, less common usage
  • 10. 2 | Predictive Newtab
  • 11.
  • 12.
  • 13.
  • 14.
  • 15.
  • 16.
  • 17. A Tale of Two Algorithms Search with RecallMonkey Track the User’s Behavior Track what websites the user views Gather keywords from open tabs together POS Filter + Search Look at last open tab Heuristically Filter results Look back into the tracking data
  • 18. So Which One Works? Search SFGate Stackoverflow Zappos Tracking CollegeHumor Google Facebook Amazon Mixing these two is hard. We’re doing a Test Pilot study.
  • 19. 3 | Tab Focus Making Panorama More Useful... Organization needs discipline But its too late before we realize it Let the computer do it for me...
  • 20. =
  • 21.
  • 22. Work In Progress How does our brain cluster tabs? The browsing tree is the safest way. - Domain Names - Keywords (the “Google problem”) - Track tab Switching
  • 24. Thank You! Questions?