The Changing Face of Web Search Prabhakar Raghavan, Yahoo! Research Web search has come to dominate our consciousness as a convenience we take for granted, as a medium for connecting advertisers and buyers, and as a fast-growing revenue source for the companies that provide this service. Following a brief overview of the state of the art and how we got there, this talk covers a spectrum of technical challenges arising in web search - ranging from social search to auction design and incentive mechanisms.