arXiv cs.AI· Alexander Dregger, Barbarella Petz, Erik Kuhn, Pia Volk, Andreas Oberweis, Stefan Hillmann, Jannik Str\"otgen·· 14 小时前AI 评分31
人工人格模型 APM：对话智能体中人格理论、实现与实验验证
The Artificial Personality Model: Theory, Implementation, Measurement and Experimental Validation in Conversational Agents
AI 导读
研究提出并实证检验了人工人格模型（APM），该混合框架整合以人为中心与机器特有的双重人格维度，并通过人工人格问卷（APQ）在 395 名参与者的三项实验中完成操作化与评估。因子分析显示，宜人性、尽责性等人格维度可部分迁移，外向性未形成独立维度，同时识别出机器特有的新维度；实验操纵显著影响用户满意度、持续使用意愿与社会临场感。
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