The LikeMinds utilities
Along with the LikeMinds server, several background processes operate on
the database:
- sifter: This utility runs continuously to identify mentors
for new users and recomputes the best set of mentors for existing users. The
mentor set for a user may change as the sifter gathers more information about
the user or the mentors. The sifter identifies mentors for
the Preference, and Clickstream engines.
- buildstats: This utility runs once a day to update statistics
for each item, such as the number of ratings or transactions, the average
rating, the standard deviation in the average rating, and the default recommendation
information. The Clickstream and Preference engines use buildstat.
The Item Affinity engine does not.
- buildvisit: This utility, which the Preference engine
uses, runs daily to construct lists of items to be presented to users for
rating. If your applications do not use the Preference engine, buildvisit is
not necessary.
- accumulator: For the Item Affinity engine, the accumulator
(listed as lpsIAA in the util directory)
accumulates the number of times every possible item-to-item combination occurs
and writes its findings to an output table specified by the item affinity
set. An item affinity set defines the type of data required to build an item-to-item
combination.
Parent topic: An introduction to LikeMinds
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