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  • Research on dynamic web page adaptation depending on statistical user behaviour »

Conclusions on Dynamic Page Adaptation after SMX meeting

Posted by fplanque on Jun 15, 2009 in Research
Conclusions on Dynamic Page Adaptation after SMX meeting

After a 1.5 hour meeting with interested parties at SMX Seattle on June 3rd, followed by a second 1 hour meeting on June 4th, we have set the following research directions and priorities for the Dynamic Page Adaptation module:

  • Allow users to create test campaigns, each campaign including the following configurations:

    • Selecting one specific "blog" (site area or site page) for the campaign to run on
    • Selecting one specific goal to measure success
    • Assigning alternative page layouts (through the use of evoSkins) to the campaign.
  • Allow users to activate/deactivate each campaign individually at will

    • Later allow specific schedules
  • Simplified tentative algorythm to use when a campaign is active:

    • Serve different layouts randomly for new users
    • Serve the same layout to the same user all the time

      • Use cookies
      • Use IPs
    • Record goal success based on current layout
    • Determine the best performing layout
    • Determine the error margins
    • Determine when one layout is clearly underperforming compared to the others and discard it automatically
    • Repeat until a winner is declared automatically
  • Introduce multivariate testing

    • This will probably required to introduce conditional blocks within the use of a single skin
    • This requires additional research on multivariate testing
  • Introduce testing on variable content

    • Posts may be marked up with alternative texts
    • Widget content may also be marked up with alternatives
    • In some conditions it may be interesting for the system to automatically spin content using synonyms in order to determine best converting copy.

      • This will probably require high traffic sites.

We will research these different options starting this year. However, as these areas are very experimental we cannot anticipate at which time we will have a final working product. If possible, some of these results will be included in the upcoming b2evolution v4.

I am the founder and maintainer of the b2evolution project.

I started b2evolution early 2003 after the "b2" project was abandoned by its original creator.

I tend to work almost full time on developping the next version of b2evolution, so please forgive me if I don't have a lot of time for individual support questions.

I will do my best though to make better documentation available for all frequently asked questions.
This entry was posted by Francois Planque and filed under Research.

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