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Predict Next Web Page Cache is prestashop module which utilizes Google Analytics, visitor’s browser cache, and simple Machine Learning to make user’s experience faster to predict which page should prefetch.
What it do ?
Google analytics suite is one of those datasets that are loaded with web data, ready to be harvested, crunched and in the end, benefit end-users to some extent. Predict Next Web Page Cache : Let’s use Google analytics data and predict which page users want to see next And let’s prefetch this predicted page into users browser so that the page loads blazingly fast.
Initial step of this module is to obtain all the existing relationships (next visited from the current page) between web pages from the Google Analytics using CRON.
During that step, stohastic vectors and global popularity are calculated for each page. These data is utilized in predicting which pages have the most chances to be visited by the user from a current web page.
After inital step, first CRON function is deactivated and another activated which does the same but once per day and only updating local stats with the results from the past day. Also, predicting is activated – each time a user visits a web page, plugin will try to predict which pages will be next and fetch those web pages. If Cache API is available and page is running on https, images from those pages will also be cached.
Specifications
- Use Google analytics data and predict which page users want to see next
- Let’s prefetch this predicted page into users browser so that the page loads blazingly fast
- Use visitor’s browser cache
- Page loads blazingly fast
- Simple machine learning math to make user’s experience faster.
- stochastic vectors and global popularity are calculated for each page. These data is utilized in predicting which pages have the most chances to be visited by the user from a current web page.
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