Supporting Online Discussions: Integrating AI Into the adhocracy+ Participation Platform To Enhance Deliberation

Maike Behrendt, Stefan Sylvius Wagner, Mira Warne, Jana Leonie Peters, Marc Ziegele, Stefan Harmeling


Abstract
Online spaces provide individuals with the opportunity to engage in discussions on important topics and make collective decisions, regardless of their geographic location or time zone. However, without adequate support and careful design, such discussions often suffer from a lack of structure and civility in the exchange of opinions. Artificial intelligence (AI) offers a promising avenue for helping both participants and organizers in managing large-scale online participation processes. This paper introduces an extension of adhocracy+, a large-scale open-source participation platform. Our extension features two AI-supported debate modules designed to improve discussion quality and foster participant interaction.In a large-scale user study we examined the effects and usability of both modules. We report our findings in this paper. The extended platform is available at https://github.com/mabehrendt/discuss2.0.
Anthology ID:
2025.hcinlp-1.2
Volume:
Proceedings of the Fourth Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP)
Month:
November
Year:
2025
Address:
Suzhou, China
Editors:
Su Lin Blodgett, Amanda Cercas Curry, Sunipa Dev, Siyan Li, Michael Madaio, Jack Wang, Sherry Tongshuang Wu, Ziang Xiao, Diyi Yang
Venues:
HCINLP | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
7–16
Language:
URL:
https://preview.aclanthology.org/ingest-emnlp/2025.hcinlp-1.2/
DOI:
Bibkey:
Cite (ACL):
Maike Behrendt, Stefan Sylvius Wagner, Mira Warne, Jana Leonie Peters, Marc Ziegele, and Stefan Harmeling. 2025. Supporting Online Discussions: Integrating AI Into the adhocracy+ Participation Platform To Enhance Deliberation. In Proceedings of the Fourth Workshop on Bridging Human-Computer Interaction and Natural Language Processing (HCI+NLP), pages 7–16, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):
Supporting Online Discussions: Integrating AI Into the adhocracy+ Participation Platform To Enhance Deliberation (Behrendt et al., HCINLP 2025)
Copy Citation:
PDF:
https://preview.aclanthology.org/ingest-emnlp/2025.hcinlp-1.2.pdf