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We present the architecture behind Twitter's real-time related query suggestion and spelling correction service. Although these tasks have received much attention in the web search literature, the Twitter context introduces a real-time "twist": after significant breaking news events, we aim to provide relevant results within minutes. This paper provides a case study illustrating the challenges of
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Some Fresh Twitter Stats (as of July 2012, Dataset Included) This weekend I fetched 1M random user profiles from Twitter, just because. I figured it would be enough to answer some interesting questions about Twitter. Hereâs what I did, along with some conclusions. As you may know, each Twitter user is assigned a numeric id. These ids started at a very low number and are always increasing. The high
It has been fairly obvious for a few years that the search-driven, URL-centric web would converge with the web of social objects. It is something that is driving Google(s goog)âs paranoia. It is also something Facebook(s fb) dreams about. However, the company most likely to capture the opportunity is Twitter, the San Francisco-based company that started life as a micro-messaging company but has no
Search Engine Land » Platforms » Microsoft » Bing » Twitter Trends: Now Showing In Bing Results? Twitter Trends: Now Showing In Bing Results? Bing has been very upfront about the fact that people and social stats can power search results.  A new implementation of social data was spotted in the wild by techie-buzz.com who found Twitter trends making their way into the search results pages.  The que
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Ruby Is Slow? Sheâs Fast Enough for You Jul 31st, 2011 For the past while, Twitter have been moving gradually from their legacy Ruby on Rails codebase to Java and the JVM. This has been greeted with the usual cries of âRails is slow!â, âRuby is slow!â and hand-wringing that accompanies such announcements. At OSCON 2011, Raffi Kirkorian gave a presentation rounding up the reasons why Twitter has mo
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