A Goal-Oriented Chatbot for Engaging the Elderly Through Family Photo Conversations

arXiv cs.AI / 4/10/2026

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Key Points

  • The paper proposes a personalized, goal-oriented chatbot for elderly users that starts conversations using family photos to encourage natural interaction.
  • The dialogue design uses targeted “W” questions to stimulate cognition and then follows with an open-ended prompt to support positive reminiscence.
  • After each photo conversation, the system analyzes the user’s responses to infer which topics they like or dislike and uses that information to shape follow-up chats.
  • A caregiver-facing web portal supports photo uploads and lets caregivers review conversation content to better understand users’ well-being and engagement.
  • The approach aims to increase regular interaction, reduce loneliness, and provide actionable insights for caregivers through structured, personalized reminiscence conversations.

Abstract

We propose a personalized chatbot designed for elderly individuals. The chatbot initiates discussions based on family photos, encouraging users to interact naturally. During these interactions, it generates W questions (who, where, when, and what) to stimulate cognitive function, followed by an open-ended question to promote positive reminiscence. This approach is structured around a goal-oriented dialogue framework. Additionally, after each conversation about a photo, the chatbot analyzes the discussion to identify topics that the user favors or dislikes. It then offers the user the option to chat about another photo either featuring the same family members or an individual previously mentioned in the conversation. To support this system, we have developed a web portal that allows caregivers to upload photos and review chat conversations. This personalized chatbot not only encourages elderly users to engage with the chatbot regularly and reduces feelings of loneliness but also provides caregivers with a valuable tool to gain insights into users' well-being.