Query logs are online records that capture user interactions with information retrieval systems and all the search processes. Query log analysis offers an advantage of providing reasonable and unobtrusive means of collecting search information from a large number of users. In this paper, query logs of NAVER, a major Korean Internet search service, were analyzed to investigate the information seeking behavior of NAVER users. The query logs were collected over one week from various collections such as comprehensive search, directory search and web document search. It is expected that this study could contribute to the development and implementation of more effective web search systems and services.