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For consumers, Web recommendation system can be an annoying privacy invasion or a help in narrowing choices.
The New York Times
The story "Like this? You'll hate that" published January 23, 2006 at 5:57 AM is no longer available on CNET News.
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Search engines and recommendation engines also utilize opinion leaders and authority figures to rank results. Inside their ranking algorithms they give extra weight to certain sources, and penalize other sources known for spam. I worked at AltaVista for several years and was one of the few people who had access to the ranking algorithm. You might be surprised at the elements of ranking and the weights given to each. It is part rocket science and part intuition. In essence Google gives preference to "authority" figures too through their PageRank system. Pages that have lots of inbound links are thought be be authoritative, and are given more weight than pages with few links.
I wrote a blog today on this subject. read the whole story at http://dondodge.typepad.com/the_next_big_thing/2006/01/recommendation_.html
Those that have will get.