Tag #recommendersystems

2 pages

Summary:

This study investigates the impact of transparency on user perceptions in recommender systems. By conducting a user study on music recommendation platforms, we found that users prefer and feel more confident about recommendations they perceive as transparent. The findings emphasize the importance of conveying system logic to enhance user trust and satisfaction in recommendation outputs.

The Role of Transparency in Recommender Systems

@jonathan

• 3 months ago
• 321 views

10 pages

Summary:

This article explores the interaction design of recommender systems, focusing on user needs, system transparency, and the role of familiar recommendations. Based on studies of various online systems, it provides insights into what constitutes effective user interaction and offers design guidelines to enhance user satisfaction and trust in these systems.

Interaction Design for Recommender Systems

@jonathan

• 3 months ago
• 291 views