Developing a Social Support Framework: Understanding the Reciprocity in Human-Chatbot Relationship
Shuyi Pan, Maartje M. A. de Graaf
摘要
Chatbots are increasingly used to provide social support for individuals with mental health challenges. However, a systematic analysis of the types and directionality of support within chatbot use remains lacking. This study establishes a framework for understanding reciprocal social support exchanges in human-chatbot relationships, focusing on the popular chatbot, Replika. By analyzing 496 posts and 20,494 comments from the largest Replika community on Reddit, we identified 27 support subcategories, organized into five main types (functional, informational, emotional, esteem, and network) and two directions (chatbot-receiving and chatbot-giving). Our findings reveal significant yet controversial issues, such as subscription services and chatbot-displayed affection. Notably, "user teaching chatbot" emerged as a core aspect of the human-chatbot relationship, covering how users actively guide and refine the chatbot's learning or algorithm. This study constructs a novel social support framework for chatbot use, highlighting the potential for reciprocal support exchanges between users and chatbots.
问问这篇 Paper
智能体会读完全文。
Lune 把这篇 Paper 索引到了最后一个公式,引用它的顶会 Paper 也一样。你提问,回答直接引用原文。
引用它的顶会 Paper8
- AI and My Values: User Perceptions of LLMs' Ability to Extract, Embody, and Explain Human Values from Casual ConversationsBhada Yun, Renn Su, April Yi WangCHI 2026 · 被引用 7 次
- Digital Companionship: Overlapping Uses of AI Companions and AI AssistantsAikaterina Manoli, Janet V. T. Pauketat, Ali Ladak, Hayoun Noh 等CHI 2026 · 被引用 7 次
- Bloom: Designing for LLM-Augmented Behavior Change InteractionsMatthew Jörke, Defne Genç, Valentin Teutschbein, Shardul Sapkota 等CHI 2026 · 被引用 6 次
- Hear You in Silence: Designing for Active Listening in Human Interaction with Conversational Agents Using Context-Aware PacingZhihan Jiang, Qianhui Chen, Chu Zhang, Yanheng Li 等CHI 2026 · 被引用 5 次
- Does My Chatbot Have an Agenda? Understanding Human and AI Agency in Human-Human-like Chatbot InteractionBhada Yun, Evgenia Taranova, April Yi WangCHI 2026 · 被引用 3 次
它引用的顶会 Paper7
- "I Hear You, I Feel You": Encouraging Deep Self-disclosure through a ChatbotYi-Chieh Lee, Naomi Yamashita, Yun Huang, Wai FuCHI 2020 · 被引用 333 次
- When the Social Becomes Non-Human: Young People's Perception of Social Support in ChatbotsPetter Bae Brandtzæg, Marita Skjuve, Kim Kristoffer Dysthe, Asbjørn FølstadCHI 2021 · 被引用 158 次
- Designing Mental Health Technologies that Support the Social Ecosystem of College StudentsEmily G. Lattie, Rachel Kornfield, Kathryn E. Ringland, Renwen Zhang 等CHI 2020 · 被引用 90 次
- Mediated Social Support for Distress Reduction: AI Chatbots vs. HumanJingbo Meng, Minjin Rheu, Yue Zhang, Yue Dai 等CSCW 2023 · 被引用 74 次
- CASS: Towards Building a Social-Support Chatbot for Online Health CommunityLiuping Wang, Dakuo Wang, Feng Tian, Zhenhui Peng 等CSCW 2021 · 被引用 65 次
相关 Paper
- Mental Health Impacts of AI Companions: Triangulating Social Media Quasi-Experiments, User Perspectives, and Relational LensYunhao Yuan, Jiaxun Zhang, Talayeh Aledavood, Renwen Zhang 等CHI 2026 · 被引用 8 次
- The Dark Side of AI Companionship: A Taxonomy of Harmful Algorithmic Behaviors in Human-AI RelationshipsRenwen Zhang, Han Li, Han Meng, Jinyuan Zhan 等CHI 2025 · 被引用 122 次
- Persona-Grounded Safety Evaluation of AI Companions in Multi-Turn ConversationsPrerna Juneja, Lika LomidzeACL 2026
- Cloning the Self for Mental Well-Being: A Framework for Designing Safe and Therapeutic Self-Clone ChatbotsMehrnoosh Sadat Shirvani, Jackie Crowley, Cher Peng, Jackie Liu 等CHI 2026 · 被引用 1 次
- AI-induced sexual harassment: Investigating Contextual Characteristics and User Reactions of Sexual Harassment by a Companion ChatbotMohammad (Matt) Namvarpour, Harrison Pauwels, Afsaneh RaziCSCW 2025 · 被引用 29 次
