文学文本中的人格特征识别

Daniele Pizzolli, C. Strapparava
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引用次数: 4

摘要

有趣的故事往往围绕着有趣的人物展开。找到并详细描述一个有趣的角色是一个真正的挑战,但当然一个重要的线索是角色的个性特征。我们的探索性工作以戏剧剧本中的话语分析为重点,检验了目前人格特征理论对文字人物的适应性。相反,我们试图为有趣的角色寻找重要的特征。初步结果表明,该方法是合理的。使用机器学习来深入了解虚构人物的个性特征是有意义的。
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Personality Traits Recognition in Literary Texts
Interesting stories often are built around interesting characters. Finding and detailing what makes an interesting character is a real challenge, but certainly a significant cue is the character personality traits. Our exploratory work tests the adaptability of the current personality traits theories to literal characters, focusing on the analysis of utterances in theatre scripts. And, at the opposite, we try to find significant traits for interesting characters. The preliminary results demonstrate that our approach is reasonable. Using machine learning for gaining insight into the personality traits of fictional characters can make sense.
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