The objective of the CARME 2011 conference is to spotlight the very latest research in correspondence analysis and related methods of data visualization, and discuss future developments. Further the aim is at bringing together theoretical and applied researchers in all the areas where correspondence analysis is currently used, notably sociology, psychology, education, ecology, archeology, geology, linguistics, philosophy, genetics, biomedical research, health economics, marketing and management, sensory studies and textual data. Interdisciplinary contributions will be particularly welcome.