mlsanityData to 7 Oct 2026

Understanding Public Perceptions of AI Conversational Agents: A Cross-Cultural Analysis

arXiv 2402.16039 ↗First posted 25 Feb 2024cs.HC cs.CLcited by 7

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Abstract (arXiv)

Conversational Agents (CAs) have increasingly been integrated into everyday life, sparking significant discussions on social media. While previous research has examined public perceptions of AI in general, there is a notable lack in research focused on CAs, with fewer investigations into cultural variations in CA perceptions. To address this gap, this study used computational methods to analyze about one million social media discussions surrounding CAs and compared people's discourses and perceptions of CAs in the US and China. We find Chinese participants tended to view CAs hedonically, perceived voice-based and physically embodied CAs as warmer and more competent, and generally expressed positive emotions. In contrast, US participants saw CAs more functionally, with an ambivalent attitude. Warm perception was a key driver of positive emotions toward CAs in both countries. We discussed practical implications for designing contextually sensitive and user-centric CAs to resonate with various users' preferences and needs.

Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). Builds on 9 of its 119 references that are in the map. First posted on arXiv 25 Feb 2024.

Builds on

9 of 119 references.

References · 9

  1. 2022BERTopic: Neural topic modeling with a class-based TF-IDF procedurecited by 779
  2. 2018The Design and Implementation of XiaoIce, an Empathetic Social Chatbotcited by 172
  3. 2019What Makes a Good Conversation? Challenges in Designing Truly Conversational Agentscited by 42
  4. 2016Long-Term Trends in the Public Perception of Artificial Intelligencecited by 22
  5. 2019Exciting, Useful, Worrying, Futuristic: Public Perception of Artificial Intelligence in 8 Countriescited by 20
  6. 2021Alexa, Google, Siri: What are Your Pronouns? Gender and Anthropomorphism in the Design and Perception of Conversational Assistantscited by 16
  7. 2022Are Deepfakes Concerning? Analyzing Conversations of Deepfakes on Reddit and Exploring Societal Implicationscited by 14
  8. 2020The Effect of Moderation on Online Mental Health Conversationscited by 12
  9. 2019Mapping Perceptions of Humanness in Speech-Based Intelligent Personal Assistant Interactioncited by 10

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2024: 2; 2025: 2; 2026: 3.

7 papers.