Heuristic personality recognition based on fusing multiple conversations and utterance-level affection

Haijun He, Bobo Li, Yiyun Xiong, Li Zheng, Kang He, Fei Li, Donghong Ji

Abstract: Highlights•Simulating real scenarios in information interactions aids personality recognition.•Fusing related conversations captures more information about the central speaker.•High semantic similarity hinders distinguishing among similar utterances.•Affective information adds new distinctions to semantically similar utterances.