In this paper, we present the design and implementation of our expertise oriented search (EOS) system. EOS is a researcher social network system. It has gathered information about a halfmillion computer science researchers from the Web and constructed a social network among the researchers through their co-authorship. The relationship in the social network information is used in both ranking experts on a given topic and searching for associations between researchers. Categories and Subject Descriptors H.3.4 [Information Systems]: Information storage and retrievalsearch process, H.4.m [Information System Applications]: Miscellaneous General Terms Algorithm, Experimentation Keywords Association Search, Expert Search, Social Network