Future work might be dedicated to the dual problems of automatically producing movies from prose storyboards in machinima environments, and robotically describing pictures in existing movies. We selected canines as our avatars as a result of they've intuitive expressions of emotions, with which we are able to avoid the "uncanny valley" problems of humanoid avatars. Then it combines the ranking bias utilizing the similarity as a weight, in order that the most comparable neighbors may have extra impact.