The new science of complex systems through ultrametric analysis: Application to search and discovery, to narrative and to thinking

We summarize some areas of great potential for data analytics based on ultrametric topology. These areas include search and discovery, in a way that is computationally efficient and scalable, as well as with demonstrated effectiveness. Further areas discussed are the analysis and synthesis of narrative. We conclude with a preliminary description of work on emotion that has developed out of our work on narrative.