 Another issue related to both distributed and centralized search is how to more accurately understand user intent from observed multimedia data.The solutions are based on how to effectively and efficiently leverage social media and search engine.A potential method is to derive a user-image interest graph from social media, and then re-rank image search results by integrating social relevance from the user-image interest graph and visual relevance from general search engines.