In computer vision these two research areas "Action Recognition and Activity Recognition" are used for same things and sometime is used as separate area. I found that dataset used for both areas are same. I want to know what is the clear difference.
They are only different if authors defined them as being different. I doubt that there is any generally accepted definition that is used widely enough to be reliable.