Exploring the potential of adapting conversational systems to different age groups: a pilot study

M. Van der Goot* (Corresponding Author), S. Dolinsek, L. Jansen, A. Sinclair, R. Fernández, S. Pezzelle, Marios Georgiou

*Corresponding author for this work

Research output: Contribution to conferenceUnpublished paperpeer-review

Abstract

This pilot study is part of an interdisciplinary project –rooted in communication science as well as AI research on dialogue systems– that aims to explore the potential of adapting conversational systems to different age groups. The main objective of the pilot is to gain insights in users’ perceptions of their interactions with a non-adapted state-of-the-art system (i.e., GPT-2 not conditioned towards a specific age group). This provides necessary input for the next steps in the project, particularly for the set-up of the final experiment and the dialogue scripts that we will develop. The pilot consists of indepth interviews (N=6) with members of two distinctive age groups (19-29 years versus 50+ years), and the results focus on participants’ perceptions of the system’s language style, their appreciation, perceived comprehensibility, social presence, anthropomorphism, and trust. Implications for the adapted system and the dialogue scripts are discussed
Original languageEnglish
Pages1-16
Number of pages16
Publication statusPublished - 23 Nov 2021
EventCONVERSATIONS 2021: 5th International Workshop on Chatbot Research - University of Oslo, Norway, Oslo, Norway
Duration: 23 Nov 202124 Nov 2021

Workshop

WorkshopCONVERSATIONS 2021
Country/TerritoryNorway
CityOslo
Period23/11/2124/11/21

Bibliographical note

Position paper presented at CONVERSATIONS 2021 – the 5th International Workshop on Chatbot Research, an online virtual event hosted by the University of Oslo, Norway, November 23-24.

Keywords

  • Adaptation
  • Age groups
  • AI
  • Anthropomorphism
  • Chatbots
  • Language style
  • Qualitative interview study
  • Social presence
  • Trust
  • User experience

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