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Thu, 08/07/2008 - 18:03 — Daniel Zhou

Previously we computed the "related projects" by using the frequency of project co-mentions in discussions. For example, if the module Fivestar and CCK were mentioned together in 33 different discussion threads, whereas Fivestar and jRating in 10 threads, then we would think CCK was more relevant to Fivestar than jRating because it has more co-mentions.

However, that algorithm ignores the fact that some very popular modules like CCK simply have more chances to get mentioned, even if it's not that relevant in the context.

To make a balance, now we employ the new algorithm called "cosine similarity"(a.k.a. correlation coefficient). From my personal observation, the results seem to be more relevant than the previous algorithm.

I'm now collecting data to see whether the new algorithm is more useful and invites more clicks than the other algorithm. If everything goes well, we hope to make it available to anonymous users soon.

You comments would always be much appreciated. Thanks!

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