This special issue on Computational Intelligence Tools for Processing Collective Data deals with the important role of the computational intelligence paradigms in creation, maintenance and use of information systems. Collective data mean data originating from different and autonomous sources including text, numeric, images, video and other multimedia data. In most cases, such data are complex and their effective processing requires implementation of the advanced computational intelligence tools and techniques. Implementation of the above tools leads to creation of the intelligent information systems.