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Author

Julia Neidhardt

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Book Open access Sep 2026

Interaction Modality and Trust: Investigating System-Driven Conversational Recommendation and Faceted Search

This work adopts an interdisciplinary approach to investigate how interactions with conversational recommender systems (CRSs) can foster user trust, compared to faceted search interfaces commonly used in e-commerce. We present an empirical comparison between a system-driven CRS and a functionally equivalent faceted sea...

Laura Modre, Ahmadou Wagne, T. Kolb et al. · 0 citations
Book Open access Sep 2026

Personalized Fashion Discovery via Session Trajectories and Soft Negatives

Fashion e-commerce routes every shopper through the same fixed category tree and reads a dislike as a permanent verdict. Both assumptions fail during exploratory browsing, where shoppers have no clear target and a “No” often means not this, right now. This work-in-progress note proposes navigation built per user, per s...

Gwendolyn Rippberger Fonseca, Julia Neidhardt · 0 citations
Book Open access Sep 2026

When Should Recommender Systems Not Act?

Recommender systems (RSs) can produce useful outcomes, but they can also cause harm. This raises a basic operational question for responsible recommendation: under what conditions should a system withhold the action it would otherwise select? We define justified non-action as withholding this action in favor of an alte...

Julia Neidhardt, T. Kolb, Ahmadou Wagne et al. · 0 citations

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