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Heavy-tailed distributions have been observed in many phenomena involving consumer behavior, especially on the internet. We consider the problem of assembling a search engine of the future. We examine the impact of such heavy-tailed consumer behavior on the design choice for such an engine, and in t ...

This talk examines the evolution of web search experiences over 20 years, and their impact on the underlying architecture. Early web search represented the adaptation of methods from classic Information Retrieval to the Web. Around the turn of this century, the focus shifted to triaging the need beh ...