Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   modeled the effects that dominant people might induce on the nonverbal behavior (speech energy and body motion) of the other meeting participants using Granger causality technique. Our initial hypothesis that more dominant people have generalized higher influence was not validated when using the DOME-AMI corpus as data source. Hover, from the correlational analysis some interesting patterns emerged: contradicting our initial hypothesis dominant individuals are not accounting for the majority of the causal flow in a social interaction. Moreover, they seem to have more intense causal effects as their causal density was significantly higher. Finally dominant individuals tend to respond to the causal effects more often with complementarity than with mimicry.
['Kyriaki Kalimeri', 'Bruno Lepri', 'Oya Aran', 'Dinesh Babu Jayagopi', 'Daniel Gatica-Perez', 'Fabio Pianesi']
I am writing a research paper on a idea Modeling dominance effects on nonverbal behaviors using granger causality
[{"from": "human", "value": "I am writing a research paper on a idea Modeling dominance effects on nonverbal behaviors using granger causality"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:   modeled the effects that dominant people might induce on the nonverbal behavior (speech energy and body motion) of the other meeting participants using Granger causality technique. Our initial hypothesis that more dominant people have generalized higher influence was not validated when using the DOME-AMI corpus as data source. Hover, from the correlational analysis some interesting patterns emerged: contradicting our initial hypothesis dominant individuals are not accounting for the majority of the causal flow in a social interaction. Moreover, they seem to have more intense causal effects as their causal density was significantly higher. Finally dominant individuals tend to respond to the causal effects more often with complementarity than with mimicry."}]