arXiv cs.AI· Alexander Dregger, Barbarella Petz, Erik Kuhn, Pia Volk, Andreas Oberweis, Stefan Hillmann, Jannik Str\"otgen·· 3 小时前AI 评分34
人工人格模型（APM）：理论、实现、测量与对话智能体中的实验验证
The Artificial Personality Model: Theory, Implementation, Measurement and Experimental Validation in Conversational Agents
AI 导读
一项发表于 arXiv 的研究改进并实证评估了人工人格模型（APM），该混合框架整合了以人为中心与机器特有的人格维度。三项实验（N = 395）使用人工人格问卷（APQ）进行操作化测量，因子分析显示宜人性、尽责性等人类人格维度可部分迁移，而外向性未成为独立维度。实验还表明人工人格对用户满意度、持续使用意愿和社交临场感有显著影响，APQ 提供了初步的心理测量学证据。
正文 · 原文
Abstract:Artificial personality shapes user experience (UX) in human-machine interaction, yet coherent theoretical frameworks and validated measurement instruments remain limited. This paper refines and empirically evaluates the Artificial Personality Model (APM), a hybrid framework integrating human-centred and machine-specific personality dimensions. Across three experiments (N = 395), the model was operationalised and evaluated using the Artificial Personality Questionnaire (APQ). Factor analyses revealed that some human personality dimensions (e.g., agreeableness, conscientiousness) are partially transferable, whereas others (e.g., extraversion) did not emerge as distinct dimensions. Additional machine-specific dimensions were identified. The APQ provided encouraging initial psychometric evidence, while the human-centred BFI-2 showed poor reliability and an uninterpretable factor structure in Experiment 3. Experimental manipulations demonstrated significant effects of artificial personality on user satisfaction, continuous use intention, and social presence. The findings contribute an empirically refined framework and a novel instrument for measuring perceived artificial personality, offering practical guidance for designing conversational agents.
| Comments: | 56 pages, 16 figures, 19 tables |
| Subjects: | Human-Computer Interaction (cs.HC); Artificial Intelligence (cs.AI) |
| Cite as: | arXiv:2610.38608 [cs.HC] |
| (or arXiv:2610.38608v1 [cs.HC] for this version) | |
| https://doi.org/10.48550/arXiv.2610.38608 arXiv-issued DOI via DataCite |
Submission history
From: Alexander Dregger [view email]
[v1]
Wed, 28 Oct 2026 10:28:23 UTC (2,013 KB)
来源：arXiv cs.AI · arxiv.org