Nudges to mitigate confirmation bias during web search on debated topics: support vs. manipulation
When people use web search engines to find information on debated topics, the search
results they encounter can influence opinion formation and practical decision-making with …
results they encounter can influence opinion formation and practical decision-making with …
Rethinking serendipity in recommender systems
Recommender systems suggest items, such as movies or books, to users based on their
interests. These systems often suggest items that users are either already familiar with or …
interests. These systems often suggest items that users are either already familiar with or …
Where are the Values? A Systematic Literature Review on News Recommender Systems
C Bauer, C Bagchi, OA Hundogan… - ACM Transactions on …, 2024 - dl.acm.org
In the recommender systems field, it is increasingly recognized that focusing on accuracy
measures is limiting and misguided. Unsurprisingly, in recent years, the field has witnessed …
measures is limiting and misguided. Unsurprisingly, in recent years, the field has witnessed …
How to Evaluate Serendipity in Recommender Systems: the Need for a Serendiptionnaire
B Binst - Proceedings of the 18th ACM Conference on …, 2024 - dl.acm.org
Recommender systems can assist in various user tasks and serve diverse values, including
exploring the item space. Serendipity has recently received considerable attention, often …
exploring the item space. Serendipity has recently received considerable attention, often …
Recommendations for the recommenders: Reflections on prioritizing diversity in the recsys challenge
The RecSys Challenge 2024, co-organized by the Danish news outlet Ekstra Bladet, called
for participants to develop a news recommender system that accurately predicts which news …
for participants to develop a news recommender system that accurately predicts which news …
The dark matter of serendipity in recommender systems
Serendipity has been recognized as a valuable property of recommender systems. While
there is a lack of consensus on the precise definition of serendipity, it is often conceptualized …
there is a lack of consensus on the precise definition of serendipity, it is often conceptualized …
Navigating serendipity-an experimental user study on the interplay of trust and serendipity in recommender systems
Recommender systems play a crucial role in our daily lives, constantly evolving to meet the
diverse needs of users. As the pursuit of improved user experiences continues, metrics such …
diverse needs of users. As the pursuit of improved user experiences continues, metrics such …
11th Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'24)
The primary goal of Recommender Systems is to suggest the most suitable items to a user,
aligning them with the user's interests and needs. RSs are essential for modern e …
aligning them with the user's interests and needs. RSs are essential for modern e …
[PDF][PDF] Like a Skilled DJ-an Expert Study on News Recommendations Beyond Accuracy.
In the past, recommender systems were primarily focused on optimizing accuracy. However,
in recent years, there has been an increasing awareness that considerations beyond …
in recent years, there has been an increasing awareness that considerations beyond …
[PDF][PDF] Recommender Systems: Techniques, Effects, and Measures Toward Pluralism and Fairness
Recommender systems are widely used in various applications, such as online shop**,
social media, and news personalization. They can help systems by delivering only the most …
social media, and news personalization. They can help systems by delivering only the most …