arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 1506.04744cs.CLcs.AIcs.SIphysics.soc-phstat.ML
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背叛的语言先兆:一个在线策略游戏的案例研究

Linguistic Harbingers of Betrayal: A Case Study on an Online Strategy Game

Cornell University(康奈尔大学);University of Maryland(马里兰大学);University of Colorado(科罗拉多大学)

Vlad Niculae, Srijan Kumar, Jordan Boyd-Graber, Cristian Danescu-Niculescu-Mizil

摘要:

人与人之间的关系是变化无常的,亲密的友谊经常会变成敌意。在这项工作中,我们探索语言线索,预示着这种转变,通过研究在一个在线战略游戏中,玩家形成联盟,并通过背叛打破这些联盟的二元互动。我们描述不太可能持续的友谊,并检查预示背叛的时间模式。我们发现,即将背叛的微妙迹象编码在对话模式的二分体,即使受害者不知道的关系的命运。特别是,我们发现持久的友谊表现出一种平衡的形式,通过语言表现出来。相反,某些谈话属性的平衡突然变化-如积极的情绪,礼貌,或对未来计划的关注-预示着即将到来的背叛。

英文摘要:

Interpersonal relations are fickle, with close friendships often dissolving into enmity. In this work, we explore linguistic cues that presage such transitions by studying dyadic interactions in an online strategy game where players form alliances and break those alliances through betrayal. We characterize friendships that are unlikely to last and examine temporal patterns that foretell betrayal. We reveal that subtle signs of imminent betrayal are encoded in the conversational patterns of the dyad, even if the victim is not aware of the relationship's fate. In particular, we find that lasting friendships exhibit a form of balance that manifests itself through language. In contrast, sudden changes in the balance of certain conversational attributes---such as positive sentiment, politeness, or focus on future planning---signal impending betrayal.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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