Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The goal of this work is to model a virtual character able to converse with different interpersonal attitudes. To build our model,  rely on the analysis of multimodal corpora of non-verbal behaviors. The interpretation of these behaviors depends on how they are sequenced (order) and distributed over time. To encompass the dynamics of non-verbal signals across both modalities and time,  make use of temporal sequence mining. Specifically,  propose a new algorithm for temporal sequence extraction.  apply our algorithm to extract temporal patterns of non-verbal behaviors expressing interpersonal attitudes from a corpus of job interviews.  demonstrate the efficiency of our algorithm in terms of significant accuracy improvement over the state-of-the-art algorithms.
['Soumia Dermouche', 'Catherine Pelachaud']
I am writing a research paper on a idea Sequence-based multimodal behavior modeling for social agents
[{"from": "human", "value": "I am writing a research paper on a idea Sequence-based multimodal behavior modeling for social agents"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: The goal of this work is to model a virtual character able to converse with different interpersonal attitudes. To build our model,  rely on the analysis of multimodal corpora of non-verbal behaviors. The interpretation of these behaviors depends on how they are sequenced (order) and distributed over time. To encompass the dynamics of non-verbal signals across both modalities and time,  make use of temporal sequence mining. Specifically,  propose a new algorithm for temporal sequence extraction.  apply our algorithm to extract temporal patterns of non-verbal behaviors expressing interpersonal attitudes from a corpus of job interviews.  demonstrate the efficiency of our algorithm in terms of significant accuracy improvement over the state-of-the-art algorithms."}]