ConSearcher generates query-based member personas in an LLM conversational tool, yielding higher information-seeking outcomes and engagement than baselines in a 27-person study, with noted risks of over-personalization.
Title resolution pending
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
citation-role summary
background 2
citation-polarity summary
fields
cs.HC 3roles
background 2polarities
background 2representative citing papers
CoNewsReader integrates user comments with an LLM to improve critical news reading on social media, with a 24-participant study showing gains in comprehension and critical thinking over baseline interfaces.
A systematic review of 77 studies that maps AI-infused systems in online communities to challenges, design functionalities, and evaluation methods across contribution, consumption, mediation, and moderation.
citing papers explorer
-
ConSearcher: Supporting Conversational Information Seeking in Online Communities with Member Personas
ConSearcher generates query-based member personas in an LLM conversational tool, yielding higher information-seeking outcomes and engagement than baselines in a 27-person study, with noted risks of over-personalization.
-
CoNewsReader: Supporting Comprehensive Understanding and Raising Critical Thoughts on Social Media News Through Comments
CoNewsReader integrates user comments with an LLM to improve critical news reading on social media, with a 24-participant study showing gains in comprehension and critical thinking over baseline interfaces.
-
Designing AI-Infused Interactive Systems for Online Communities: A Systematic Literature Review
A systematic review of 77 studies that maps AI-infused systems in online communities to challenges, design functionalities, and evaluation methods across contribution, consumption, mediation, and moderation.